2025 Projection Evaluation

Summary

Batting

System	PA raw	wOBA	SO	BB	HR	R	RBI	SB	BABIP
ATC
Aggregate
Depth Charts
Marcel
OOPSY
Razzball
Steamer
The BAT
The BAT X
ZiPS

Pitching

System	BF raw	wOBA	ERA	SO	BB	HR	W	L	SV	HLD	BABIP
ATC
Aggregate
Depth Charts
Marcel
OOPSY
Razzball
Steamer
The BAT
The BAT X
ZiPS

Batting Projection Accuracy

Plate Appearances (PA)

Individual Misses for Plate Appearances (PA)

ATC

Rank	Player	Proj	Actual	Error
1	Triston Casas	571	112	458.7
2	Nick Kurtz	34	489	455.3
3	MJ Melendez	476	65	411.1
4	Anthony Santander	630	221	408.7
5	Angel Martínez	78	484	405.6
6	Yordan Alvarez	599	199	400.0
7	Addison Barger	104	502	397.5
8	Lane Thomas	533	142	391.0
9	Victor Robles	504	114	390.5
10	Jeimer Candelario	477	91	386.4

Aggregate

Rank	Player	Proj	Actual	Error
1	Triston Casas	544	112	432.4
2	MJ Melendez	474	65	409.5
3	Lane Thomas	551	142	409.3
4	Anthony Santander	630	221	408.8
5	Yordan Alvarez	601	199	401.7
6	Jeimer Candelario	475	91	383.8
7	Jose F Miranda	416	36	380.4
8	Victor Robles	488	114	374.2
9	Nick Kurtz	117	489	372.0
10	Jonny DeLuca	427	59	368.4

Depth Charts

Rank	Player	Proj	Actual	Error
1	Triston Casas	602	112	490.0
2	Kris Bryant	511	41	470.0
3	Victor Robles	581	114	467.0
4	Andy Pages	168	624	456.0
5	Nick Kurtz	35	489	454.0
6	Addison Barger	49	502	453.0
7	Lane Thomas	595	142	453.0
8	Jose F Miranda	483	36	447.0
9	MJ Melendez	511	65	446.0
10	Anthony Santander	665	221	444.0

Marcel

Rank	Player	Proj	Actual	Error
1	Bryan De La Cruz	574	50	524.0
2	Agustín Ramírez	100	585	485.0
3	Matt Vierling	536	100	436.0
4	MJ Melendez	492	65	427.0
5	Jose Siri	459	36	423.0
6	Nicky Lopez	447	28	419.0
7	Will Brennan	427	13	414.0
8	Zack Gelof	513	101	412.0
9	Jarred Kelenic	474	65	409.0
10	Caleb Durbin	100	506	406.0

OOPSY

Rank	Player	Proj	Actual	Error
1	Zack Gelof	630	101	529.0
2	Cam Smith	1	493	492.0
3	Triston Casas	602	112	490.0
4	Gavin Sheets	84	545	461.0
5	Lane Thomas	602	142	460.0
6	Nick Kurtz	35	489	454.0
7	Anthony Santander	672	221	451.0
8	Andy Pages	175	624	449.0
9	Spencer Torkelson	203	649	446.0
10	Victor Robles	553	114	439.0

Razzball

Rank	Player	Proj	Actual	Error
1	Triston Casas	592	112	480.0
2	Eric Wagaman	87	514	427.0
3	Agustín Ramírez	168	585	417.0
4	Lane Thomas	557	142	415.0
5	Angel Martínez	70	484	414.0
6	Trent Grisham	171	581	410.0
7	Kris Bryant	445	41	404.0
8	Victor Robles	513	114	399.0
9	Yordan Alvarez	590	199	391.0
10	Nick Kurtz	100	489	389.0

Steamer

Rank	Player	Proj	Actual	Error
1	Andy Pages	197	624	427.5
2	Anthony Santander	635	221	414.3
3	Addison Barger	95	502	406.5
4	Yordan Alvarez	598	199	398.7
5	Agustín Ramírez	190	585	395.4
6	Lane Thomas	534	142	391.9
7	Nick Kurtz	100	489	389.0
8	MJ Melendez	448	65	383.1
9	Jose F Miranda	413	36	376.9
10	Triston Casas	488	112	375.8

The BAT

Rank	Player	Proj	Actual	Error
1	Triston Casas	571	112	458.7
2	Nick Kurtz	34	489	455.3
3	MJ Melendez	476	65	411.1
4	Anthony Santander	630	221	408.7
5	Angel Martínez	78	484	405.6
6	Yordan Alvarez	599	199	400.0
7	Addison Barger	104	502	397.5
8	Lane Thomas	533	142	391.0
9	Victor Robles	504	114	390.5
10	Jeimer Candelario	477	91	386.4

The BAT X

Rank	Player	Proj	Actual	Error
1	Triston Casas	571	112	458.7
2	Nick Kurtz	34	489	455.3
3	MJ Melendez	476	65	411.1
4	Anthony Santander	630	221	408.7
5	Angel Martínez	78	484	405.6
6	Yordan Alvarez	599	199	400.0
7	Addison Barger	104	502	397.5
8	Lane Thomas	533	142	391.0
9	Victor Robles	504	114	390.5
10	Jeimer Candelario	477	91	386.4

ZiPS

Rank	Player	Proj	Actual	Error
1	Harry Ford	564	8	556.0
2	Drew Avans	560	18	542.0
3	Owen Caissie	567	27	540.0
4	Jordyn Adams	542	5	537.0
5	Grant McCray	562	26	536.0
6	Tirso Ornelas	538	16	522.0
7	Tsung-Che Cheng	529	7	522.0
8	Samad Taylor	530	9	521.0
9	César Prieto	525	6	519.0
10	Bryan De La Cruz	565	50	515.0

Most Unique Misses for Plate Appearances (PA)

Players where this system’s error exceeded Aggregate’s error by the largest margin.

ATC

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Cole Young	102	192	257	154.8	64.9	89.9
2	Daylen Lile	100	189	351	251.0	162.5	88.5
3	Angel Martínez	78	164	484	405.6	320.2	85.4
4	Kameron Misner	56	140	217	161.1	77.1	84.0
5	Nick Kurtz	34	117	489	455.3	372.0	83.3
6	Rafael Flores Jr.	100	14	17	83.0	2.7	80.3
7	Brooks Baldwin	126	205	328	202.0	123.0	79.0
8	Tim Tawa	35	110	225	190.0	115.1	74.9
9	Javier Sanoja	176	249	342	165.6	92.9	72.7
10	Ronny Mauricio	69	141	184	115.1	43.1	72.0

Depth Charts

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Andy Pages	168	308	624	456.0	316.3	139.7
2	Nick Loftin	28	163	188	160.0	24.7	135.3
3	Alan Roden	427	301	153	274.0	148.4	125.6
4	Addison Barger	49	168	502	453.0	333.7	119.3
5	Austin Martin	42	158	181	139.0	22.8	116.2
6	Kristian Campbell	525	410	263	262.0	147.2	114.8
7	Coby Mayo	84	198	294	210.0	96.3	113.7
8	Heriberto Hernández	21	131	294	273.0	162.8	110.2
9	Jakob Marsee	14	123	234	220.0	111.4	108.6
10	Miguel Andujar	469	361	341	128.0	20.0	108.0

Marcel

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Bryan De La Cruz	574	216	50	524.0	165.9	358.1
2	Nicky Lopez	447	127	28	419.0	99.0	320.0
3	Matt Shaw	100	467	437	337.0	29.5	307.5
4	Eddie Rosario	405	98	8	397.0	89.6	307.4
5	Matt McLain	245	542	577	332.0	35.0	297.0
6	Jon Singleton	407	130	9	398.0	121.5	276.5
7	Nick Ahmed	329	68	10	319.0	58.2	260.8
8	Junior Caminero	304	553	653	349.0	99.7	249.3
9	Alex Verdugo	571	329	213	358.0	115.5	242.5
10	Manuel Margot	403	165	20	383.0	144.6	238.4

OOPSY

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Cam Smith	1	281	493	492.0	212.2	279.8
2	Rowdy Tellez	21	280	312	291.0	31.8	259.2
3	Zack Gelof	630	439	101	529.0	338.4	190.6
4	Daylen Lile	1	189	351	350.0	162.5	187.5
5	Gavin Sheets	84	271	545	461.0	273.7	187.3
6	Spencer Torkelson	203	384	649	446.0	265.3	180.7
7	Brett Baty	56	228	432	376.0	204.2	171.8
8	Otto Kemp	1	172	218	217.0	46.2	170.8
9	Tyler Freeman	105	272	428	323.0	155.7	167.3
10	Jeremiah Jackson	1	160	183	182.0	23.4	158.6

Razzball

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Kyle Farmer	112	245	300	188.0	55.5	132.5
2	Ben Williamson	17	145	295	278.0	149.5	128.5
3	John Rave	17	145	175	158.0	30.3	127.7
4	Dylan Beavers	17	141	137	120.0	3.6	116.4
5	Heriberto Hernández	17	131	294	277.0	162.8	114.2
6	Dalton Rushing	16	126	155	139.0	28.5	110.5
7	Josh Smith	279	389	563	284.0	173.9	110.1
8	Nick Allen	84	194	416	332.0	222.2	109.8
9	Chase Meidroth	215	321	505	290.0	184.1	105.9
10	Eric Wagaman	87	192	514	427.0	322.3	104.7

Steamer

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Daylen Lile	4	189	351	347.4	162.5	184.9
2	Otto Kemp	9	172	218	208.7	46.2	162.5
3	Jeremiah Jackson	8	160	183	175.2	23.4	151.8
4	Alejandro Osuna	9	155	176	167.2	20.7	146.4
5	Bryce Teodosio	7	154	150	142.8	3.7	139.1
6	Ben Williamson	11	145	295	284.2	149.5	134.6
7	Kyle Karros	2	177	156	153.7	20.8	132.9
8	Warming Bernabel	10	131	146	135.7	14.7	121.0
9	Dylan Beavers	15	141	137	121.7	3.6	118.1
10	Yohel Pozo	5	121	168	163.1	47.4	115.7

The BAT

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Nick Martini	6	98	111	105.1	12.6	92.5
2	Cole Young	102	192	257	154.8	64.9	89.9
3	Yanquiel Fernández	8	96	147	139.4	50.6	88.8
4	Daylen Lile	100	189	351	251.0	162.5	88.5
5	Angel Martínez	78	164	484	405.6	320.2	85.4
6	Kameron Misner	56	140	217	161.1	77.1	84.0
7	Nick Kurtz	34	117	489	455.3	372.0	83.3
8	Rafael Flores Jr.	100	14	17	83.0	2.7	80.3
9	Brooks Baldwin	126	205	328	202.0	123.0	79.0
10	Tim Tawa	35	110	225	190.0	115.1	74.9

The BAT X

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Nick Martini	6	98	111	105.1	12.6	92.5
2	Cole Young	102	192	257	154.8	64.9	89.9
3	Yanquiel Fernández	8	96	147	139.4	50.6	88.8
4	Daylen Lile	100	189	351	251.0	162.5	88.5
5	Angel Martínez	78	164	484	405.6	320.2	85.4
6	Kameron Misner	56	140	217	161.1	77.1	84.0
7	Nick Kurtz	34	117	489	455.3	372.0	83.3
8	Rafael Flores Jr.	100	14	17	83.0	2.7	80.3
9	Brooks Baldwin	126	205	328	202.0	123.0	79.0
10	Tim Tawa	35	110	225	190.0	115.1	74.9

ZiPS

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Owen Caissie	567	123	27	540.0	96.2	443.8
2	Dustin Harris	539	100	43	496.0	56.6	439.4
3	Samad Taylor	530	96	9	521.0	86.8	434.2
4	Tim Elko	551	118	72	479.0	46.0	433.0
5	Liover Peguero	556	123	88	468.0	35.3	432.7
6	Moisés Ballesteros	530	98	66	464.0	32.2	431.8
7	Drew Avans	560	134	18	542.0	115.9	426.1
8	Alex Freeland	587	161	97	490.0	64.1	425.9
9	Carson Williams	530	106	106	424.0	0.5	423.5
10	Jonatan Clase	540	119	112	428.0	6.8	421.2

wOBA

Everybody Missed for wOBA

Player	Actual	ATC	Aggregate	Depth Charts	Marcel	OOPSY	Razzball	Steamer	The BAT	The BAT X	ZiPS
George Springer	0.4076	0.3159 (54.9)	0.3172 (53.9)	0.3192 (55.8)	0.3200 (54.3)	0.3192 (53.7)	0.3156 (53.8)	0.3229 (53.8)	0.3125 (54.4)	0.3166 (52.2)	0.3180 (56.4)
Brice Turang	0.3482	0.2928 (37.8)	0.2953 (35.9)	0.3054 (32.8)	0.2904 (41.4)	0.2884 (41.6)	0.3021 (30.3)	0.3087 (30.7)	0.2904 (36.6)	0.2858 (39.8)	0.2986 (37.1)
Nick Kurtz	0.4233	0.2895 (66.3)	0.2982 (61.9)	0.3067 (60.4)	0.3154 (55.2)	0.3183 (52.9)	0.3154 (52.7)	0.3154 (56.2)	0.2852 (66.4)	0.2854 (66.5)	0.3127 (57.3)
Cal Raleigh	0.4027	0.3220 (58.3)	0.3250 (55.9)	0.3269 (58.3)	0.3284 (55.9)	0.3395 (46.8)	0.3168 (60.5)	0.3255 (59.4)	0.3249 (53.2)	0.3152 (60.3)	0.3311 (55.2)
Kyle Stowers	0.3904	0.2925 (45.6)	0.3032 (40.6)	0.3173 (36.6)	0.2861 (50.0)	0.3202 (33.6)	0.3026 (40.1)	0.3120 (39.1)	0.2849 (47.2)	0.2905 (44.8)	0.3198 (35.3)
Geraldo Perdomo	0.3687	0.2976 (52.6)	0.3002 (50.5)	0.3113 (46.4)	0.2991 (53.8)	0.2996 (52.1)	0.3095 (42.6)	0.3160 (43.1)	0.2856 (58.2)	0.2847 (59.1)	0.3083 (48.4)
Jeremy Peña	0.3661	0.3081 (32.6)	0.3115 (30.5)	0.3148 (31.6)	0.3086 (34.0)	0.3186 (27.6)	0.3105 (30.2)	0.3181 (29.9)	0.3088 (29.9)	0.3049 (32.2)	0.3120 (33.0)
Maikel Garcia	0.3478	0.2960 (35.8)	0.2991 (33.5)	0.3041 (33.7)	0.2893 (42.3)	0.2974 (35.7)	0.2999 (31.8)	0.3080 (31.2)	0.2938 (34.5)	0.3011 (29.8)	0.2971 (38.2)
Matt McLain	0.2870	0.3402 (29.6)	0.3425 (31.1)	0.3462 (30.2)	0.3519 (34.6)	0.3403 (28.9)	0.3456 (33.9)	0.3497 (32.1)	0.3367 (30.0)	0.3393 (31.3)	0.3454 (29.8)
Tyler Soderstrom	0.3573	0.3146 (27.9)	0.3102 (30.4)	0.3127 (32.2)	0.3023 (37.5)	0.3170 (27.2)	0.3016 (34.7)	0.3211 (27.0)	0.3054 (31.0)	0.3081 (29.5)	0.3036 (37.7)

Individual Misses for wOBA

ATC

Rank	Player	Proj	Actual	Error
1	Mookie Betts	0.3742	0.3212	33.8
2	Aaron Judge	0.4313	0.4787	33.5
3	Kyle Schwarber	0.3532	0.3971	33.2
4	Michael Harris II	0.3416	0.2898	32.0
5	Harrison Bader	0.2879	0.3489	31.6
6	Trent Grisham	0.3038	0.3560	31.5
7	Ramón Laureano	0.3089	0.3679	29.7
8	Hunter Goodman	0.3126	0.3618	29.6
9	Michael Busch	0.3271	0.3727	28.2
10	Bo Bichette	0.3230	0.3646	27.4

Aggregate

Rank	Player	Proj	Actual	Error
1	Michael Harris II	0.3462	0.2898	35.2
2	Aaron Judge	0.4300	0.4787	34.1
3	Mookie Betts	0.3715	0.3212	32.3
4	Michael Busch	0.3218	0.3727	31.0
5	Ramón Laureano	0.3064	0.3679	30.8
6	Kyle Schwarber	0.3566	0.3971	30.5
7	Trent Grisham	0.3074	0.3560	29.1
8	Harrison Bader	0.2932	0.3489	28.7
9	Daylen Lile	0.2848	0.3610	27.3
10	Hunter Goodman	0.3189	0.3618	25.7

Depth Charts

Rank	Player	Proj	Actual	Error
1	Aaron Judge	0.4245	0.4787	41.5
2	Michael Harris II	0.3534	0.2898	36.4
3	Kyle Schwarber	0.3552	0.3971	35.4
4	Jakob Marsee	0.2259	0.3659	34.4
5	Ramón Laureano	0.3079	0.3679	32.7
6	Mookie Betts	0.3763	0.3212	31.9
7	Trent Grisham	0.3139	0.3560	28.5
8	Michael Busch	0.3326	0.3727	27.8
9	Jahmai Jones	0.2259	0.4038	27.7
10	Harrison Bader	0.3019	0.3489	27.0

Marcel

Rank	Player	Proj	Actual	Error
1	Hunter Goodman	0.2940	0.3618	42.2
2	Mookie Betts	0.3837	0.3212	38.1
3	Trent Grisham	0.2970	0.3560	37.2
4	Ben Rice	0.2973	0.3600	35.9
5	Kyle Schwarber	0.3551	0.3971	34.1
6	Junior Caminero	0.3142	0.3602	33.3
7	Shea Langeliers	0.3099	0.3675	32.8
8	Jonathan Aranda	0.3140	0.3858	32.5
9	Harrison Bader	0.2904	0.3489	31.8
10	Michael Busch	0.3263	0.3727	30.4

OOPSY

Rank	Player	Proj	Actual	Error
1	Michael Harris II	0.3534	0.2898	38.7
2	Michael Busch	0.3232	0.3727	31.2
3	Daylen Lile	0.2771	0.3610	30.6
4	Trent Grisham	0.3079	0.3560	29.9
5	Harrison Bader	0.2937	0.3489	29.3
6	Oneil Cruz	0.3561	0.2999	28.8
7	Zach McKinstry	0.2858	0.3355	27.1
8	Ramón Laureano	0.3158	0.3679	27.0
9	Jorge Polanco	0.3041	0.3513	26.5
10	Sal Frelick	0.2893	0.3306	26.4

Razzball

Rank	Player	Proj	Actual	Error
1	Aaron Judge	0.4093	0.4787	47.0
2	Ramón Laureano	0.2894	0.3679	38.3
3	Michael Harris II	0.3448	0.2898	35.4
4	Michael Busch	0.3132	0.3727	35.1
5	Kyle Schwarber	0.3510	0.3971	33.3
6	Shea Langeliers	0.3047	0.3675	32.8
7	Mookie Betts	0.3690	0.3212	31.7
8	Trent Grisham	0.3046	0.3560	29.8
9	Hunter Goodman	0.3124	0.3618	28.5
10	Jorge Polanco	0.2977	0.3513	28.0

Steamer

Rank	Player	Proj	Actual	Error
1	Aaron Judge	0.4201	0.4787	44.6
2	Michael Harris II	0.3548	0.2898	37.2
3	Ramón Laureano	0.3005	0.3679	36.4
4	Michael Busch	0.3237	0.3727	33.2
5	Kyle Schwarber	0.3590	0.3971	32.8
6	Mookie Betts	0.3750	0.3212	31.0
7	Trent Grisham	0.3100	0.3560	30.9
8	Daylen Lile	0.2850	0.3610	29.2
9	Jorge Polanco	0.3042	0.3513	28.4
10	Harrison Bader	0.2998	0.3489	28.1

The BAT

Rank	Player	Proj	Actual	Error
1	Michael Busch	0.3109	0.3727	35.2
2	Trent Grisham	0.2949	0.3560	34.2
3	Mookie Betts	0.3692	0.3212	33.3
4	Michael Harris II	0.3373	0.2898	31.9
5	Harrison Bader	0.2854	0.3489	30.7
6	Ramón Laureano	0.3034	0.3679	30.4
7	Hunter Goodman	0.3095	0.3618	29.0
8	Zach McKinstry	0.2780	0.3355	28.2
9	Kyle Schwarber	0.3571	0.3971	27.4
10	Drake Baldwin	0.2905	0.3533	27.0

The BAT X

Rank	Player	Proj	Actual	Error
1	Kyle Schwarber	0.3465	0.3971	35.3
2	Mookie Betts	0.3702	0.3212	33.7
3	Michael Busch	0.3156	0.3727	32.6
4	Michael Harris II	0.3382	0.2898	32.3
5	Aaron Judge	0.4302	0.4787	31.6
6	Bo Bichette	0.3138	0.3646	30.7
7	Harrison Bader	0.2862	0.3489	30.4
8	Ramón Laureano	0.3069	0.3679	28.8
9	Drake Baldwin	0.2906	0.3533	27.1
10	Isaac Collins	0.2817	0.3443	26.8

ZiPS

Rank	Player	Proj	Actual	Error
1	Aaron Judge	0.4281	0.4787	38.9
2	Kyle Schwarber	0.3516	0.3971	37.8
3	Michael Harris II	0.3534	0.2898	36.5
4	Mookie Betts	0.3796	0.3212	34.2
5	Trent Grisham	0.3166	0.3560	26.8
6	Junior Caminero	0.3259	0.3602	26.7
7	Ramón Laureano	0.3198	0.3679	26.7
8	Daylen Lile	0.2924	0.3610	26.5
9	Harrison Bader	0.3030	0.3489	26.4
10	Will Smith	0.3409	0.3927	25.5

Most Unique Misses for wOBA

Players where this system’s error exceeded Aggregate’s error by the largest margin.

ATC

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Ben Williamson	0.3154	0.2722	0.2689	13.1	0.5	12.6
2	Bryce Teodosio	0.3154	0.2532	0.2430	10.6	1.3	9.3
3	Cody Freeman	0.3154	0.2663	0.2610	6.3	0.5	5.9
4	Mickey Moniak	0.2948	0.3058	0.3514	27.0	21.7	5.3
5	Kyle Stowers	0.2925	0.3032	0.3904	45.6	40.6	5.1
6	Miguel Vargas	0.3041	0.3121	0.3167	8.3	3.5	4.8
7	John Rave	0.3154	0.2881	0.2653	8.4	3.7	4.7
8	Ronald Acuña Jr.	0.3770	0.3878	0.4086	13.8	9.2	4.6
9	Willie MacIver	0.3154	0.2742	0.2574	6.2	1.7	4.5
10	Nick Kurtz	0.2895	0.2982	0.4233	66.3	61.9	4.5

Depth Charts

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Jakob Marsee	0.2259	0.2814	0.3659	34.4	20.1	14.2
2	Tristan Gray	0.1268	0.2675	0.2970	15.2	2.7	12.6
3	Ben Williamson	0.3154	0.2722	0.2689	11.7	0.5	11.2
4	Jahmai Jones	0.2259	0.2934	0.4038	27.7	16.8	10.9
5	Bryce Teodosio	0.3154	0.2532	0.2430	9.8	1.3	8.5
6	Cam Smith	0.2900	0.2998	0.2998	8.3	0.8	7.5
7	Aaron Judge	0.4245	0.4300	0.4787	41.5	34.1	7.4
8	Michael Helman	0.2200	0.2760	0.3133	11.0	4.3	6.8
9	Sam Hilliard	0.2259	0.3087	0.3279	6.6	1.3	5.4
10	Ronny Mauricio	0.2691	0.2928	0.2944	5.9	0.6	5.3

Marcel

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Miguel Vargas	0.2797	0.3121	0.3167	23.9	3.5	20.5
2	Hunter Goodman	0.2940	0.3189	0.3618	42.2	25.7	16.4
3	Jordan Beck	0.2818	0.3058	0.3208	25.9	9.7	16.1
4	Ben Rice	0.2973	0.3233	0.3600	35.9	20.2	15.7
5	Junior Caminero	0.3142	0.3331	0.3602	33.3	18.7	14.6
6	Wyatt Langford	0.3203	0.3452	0.3415	15.0	1.2	13.8
7	Jose Iglesias	0.3310	0.2902	0.2668	20.3	7.5	12.8
8	Andy Pages	0.3107	0.3265	0.3345	18.0	6.0	12.0
9	Ben Williamson	0.3154	0.2722	0.2689	12.2	0.5	11.7
10	Vinnie Pasquantino	0.3301	0.3435	0.3451	13.7	2.2	11.5

OOPSY

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Javier Sanoja	0.2664	0.2957	0.2931	10.3	0.4	9.9
2	Jake Mangum	0.2618	0.2814	0.3087	21.5	12.4	9.1
3	Julio Rodríguez	0.3672	0.3528	0.3462	12.6	3.6	9.0
4	Nathaniel Lowe	0.3504	0.3343	0.3047	25.8	17.1	8.7
5	Bobby Witt Jr.	0.3901	0.3760	0.3669	13.6	5.2	8.5
6	Cam Smith	0.3218	0.2998	0.2998	9.2	0.8	8.4
7	Sal Frelick	0.2893	0.3012	0.3306	26.4	18.4	8.1
8	Oneil Cruz	0.3561	0.3398	0.2999	28.8	20.9	7.9
9	Cody Bellinger	0.3151	0.3253	0.3507	25.5	17.7	7.9
10	Nathan Lukes	0.2884	0.3033	0.3159	13.5	6.2	7.3

Razzball

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Aaron Judge	0.4093	0.4300	0.4787	47.0	34.1	12.9
2	Brent Rooker	0.3317	0.3580	0.3530	14.8	2.4	12.4
3	Shohei Ohtani	0.3908	0.4083	0.4277	26.7	15.3	11.5
4	Bryce Teodosio	0.3154	0.2532	0.2430	10.9	1.3	9.6
5	Shea Langeliers	0.3047	0.3230	0.3675	32.8	24.1	8.7
6	Trevor Story	0.2860	0.3004	0.3229	24.0	15.7	8.3
7	Brooks Lee	0.3101	0.2969	0.2877	11.8	4.0	7.8
8	Ramón Laureano	0.2894	0.3064	0.3679	38.3	30.8	7.5
9	Steven Kwan	0.3383	0.3293	0.3113	18.8	11.4	7.4
10	Heliot Ramos	0.3094	0.3214	0.3222	8.9	1.6	7.3

Steamer

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Cam Smith	0.2713	0.2998	0.2998	17.6	0.8	16.8
2	Aaron Judge	0.4201	0.4300	0.4787	44.6	34.1	10.5
3	Shohei Ohtani	0.4000	0.4083	0.4277	25.3	15.3	10.0
4	Trevor Story	0.2953	0.3004	0.3229	22.6	15.7	6.9
5	Brooks Lee	0.3149	0.2969	0.2877	10.6	4.0	6.6
6	Byron Buxton	0.3335	0.3399	0.3728	25.1	18.7	6.4
7	Ramón Laureano	0.3005	0.3064	0.3679	36.4	30.8	5.6
8	Steven Kwan	0.3429	0.3293	0.3113	17.0	11.4	5.6
9	Seiya Suzuki	0.3404	0.3434	0.3466	8.6	3.1	5.5
10	Carlos Santana	0.3225	0.3060	0.2871	13.4	8.2	5.2

The BAT

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Ben Williamson	0.3154	0.2722	0.2689	14.4	0.5	13.9
2	Bryce Teodosio	0.3154	0.2532	0.2430	11.2	1.3	9.9
3	Geraldo Perdomo	0.2856	0.3002	0.3687	58.2	50.5	7.7
4	Jacob Wilson	0.2987	0.3168	0.3497	25.5	18.0	7.5
5	Kyle Manzardo	0.3084	0.3249	0.3334	12.1	5.3	6.7
6	Kyle Tucker	0.3783	0.3709	0.3675	7.8	1.1	6.7
7	Kyle Stowers	0.2849	0.3032	0.3904	47.2	40.6	6.6
8	Brent Rooker	0.3636	0.3580	0.3530	9.0	2.4	6.6
9	Cody Freeman	0.3154	0.2663	0.2610	6.9	0.5	6.4
10	Ernie Clement	0.2833	0.2978	0.3075	12.9	6.6	6.3

The BAT X

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Ben Williamson	0.3154	0.2722	0.2689	14.3	0.5	13.8
2	Bryce Teodosio	0.3154	0.2532	0.2430	11.2	1.3	9.9
3	TJ Friedl	0.2983	0.3160	0.3328	22.3	12.6	9.7
4	Geraldo Perdomo	0.2847	0.3002	0.3687	59.1	50.5	8.6
5	Nolan Schanuel	0.3074	0.3252	0.3300	11.7	3.6	8.1
6	Tyler Freeman	0.3413	0.3262	0.3199	10.0	2.0	8.0
7	Jacob Wilson	0.2988	0.3168	0.3497	25.6	18.0	7.6
8	Bo Bichette	0.3138	0.3286	0.3646	30.7	23.6	7.1
9	Isaac Paredes	0.3175	0.3368	0.3552	15.6	8.7	6.9
10	Bobby Witt Jr.	0.3819	0.3760	0.3669	11.6	5.2	6.4

ZiPS

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Brent Rooker	0.3786	0.3580	0.3530	13.3	2.4	10.8
2	Manny Machado	0.3350	0.3421	0.3458	11.9	3.6	8.3
3	Junior Caminero	0.3259	0.3331	0.3602	26.7	18.7	8.1
4	Jac Caglianone	0.3133	0.2742	0.2408	15.2	7.4	7.9
5	Kyle Schwarber	0.3516	0.3566	0.3971	37.8	30.5	7.4
6	Tyler Soderstrom	0.3036	0.3102	0.3573	37.7	30.4	7.3
7	Kyle Tucker	0.3611	0.3709	0.3675	7.8	1.1	6.8
8	Victor Caratini	0.2957	0.3055	0.3206	12.2	6.4	5.8
9	Ketel Marte	0.3596	0.3647	0.3868	18.9	13.2	5.7
10	Elly De La Cruz	0.3563	0.3433	0.3402	6.6	1.1	5.5

Strikeout Rate

Everybody Missed for Strikeout Rate

Player	Actual	ATC	Aggregate	Depth Charts	Marcel	OOPSY	Razzball	Steamer	The BAT	The BAT X	ZiPS
Shea Langeliers	0.1969	0.2724 (39.5)	0.2699 (37.7)	0.2668 (37.4)	0.2755 (40.7)	0.2694 (37.0)	0.2691 (38.3)	0.2697 (38.3)	0.2726 (39.0)	0.2739 (39.7)	0.2620 (34.4)
Tyler Stephenson	0.3392	0.2365 (35.1)	0.2366 (35.4)	0.2357 (34.8)	0.2397 (34.3)	0.2310 (37.6)	0.2395 (33.7)	0.2375 (34.6)	0.2397 (34.4)	0.2394 (34.5)	0.2327 (36.2)
Brent Rooker	0.2217	0.2980 (53.3)	0.2969 (51.9)	0.2934 (51.2)	0.2896 (46.9)	0.2985 (52.5)	0.3003 (55.7)	0.2988 (54.2)	0.2990 (53.2)	0.2954 (50.7)	0.2881 (46.8)
Jorge Polanco	0.1565	0.2693 (59.2)	0.2674 (57.7)	0.2653 (57.9)	0.2538 (50.6)	0.2598 (53.2)	0.2710 (60.5)	0.2727 (61.2)	0.2699 (58.8)	0.2719 (59.9)	0.2575 (53.3)
Rafael Devers	0.2634	0.2168 (33.9)	0.2147 (36.1)	0.2173 (32.4)	0.2138 (36.7)	0.2129 (38.0)	0.2158 (33.9)	0.2160 (34.2)	0.2128 (37.7)	0.2111 (38.9)	0.2176 (32.9)
Maikel Garcia	0.1261	0.1797 (35.7)	0.1781 (34.0)	0.1769 (34.9)	0.1955 (45.7)	0.1790 (34.1)	0.1753 (33.5)	0.1756 (33.3)	0.1803 (35.3)	0.1793 (34.7)	0.1774 (34.6)

Individual Misses for Strikeout Rate

ATC

Rank	Player	Proj	Actual	Error
1	Mike Yastrzemski	0.2619	0.1935	38.1
2	Paul Goldschmidt	0.2560	0.1873	36.7
3	Geraldo Perdomo	0.1661	0.1153	36.6
4	Wyatt Langford	0.2016	0.2635	35.5
5	Jackson Holliday	0.2689	0.2157	34.5
6	Alek Thomas	0.1883	0.2601	33.7
7	Mike Trout	0.2595	0.3201	33.7
8	Luis Urías	0.2378	0.1364	33.5
9	Ben Rice	0.2517	0.1887	33.4
10	Riley Greene	0.2563	0.3069	33.1

Aggregate

Rank	Player	Proj	Actual	Error
1	Mike Yastrzemski	0.2645	0.1935	39.1
2	Paul Goldschmidt	0.2592	0.1873	37.9
3	Wyatt Langford	0.1993	0.2635	37.3
4	Riley Greene	0.2522	0.3069	36.4
5	Geraldo Perdomo	0.1666	0.1153	36.3
6	James Wood	0.2713	0.3208	34.6
7	Jordan Walker	0.2325	0.3182	34.3
8	Alek Thomas	0.1909	0.2601	32.9
9	Harrison Bader	0.2071	0.2715	32.7
10	Christian Walker	0.2274	0.2766	32.0

Depth Charts

Rank	Player	Proj	Actual	Error
1	Paul Goldschmidt	0.2635	0.1873	41.6
2	Mike Yastrzemski	0.2656	0.1935	41.1
3	Nick Kurtz	0.2286	0.3088	38.4
4	Riley Greene	0.2473	0.3069	37.9
5	Drake Baldwin	0.2341	0.1525	37.2
6	Wyatt Langford	0.1970	0.2635	37.2
7	Jordan Walker	0.2286	0.3182	34.8
8	James Wood	0.2691	0.3208	34.5
9	Alek Thomas	0.1883	0.2601	32.9
10	Brice Turang	0.1769	0.2276	32.4

Marcel

Rank	Player	Proj	Actual	Error
1	Caleb Durbin	0.2222	0.0988	62.0
2	Jacob Wilson	0.1877	0.0746	58.8
3	Chandler Simpson	0.2222	0.0975	54.6
4	Geraldo Perdomo	0.1840	0.1153	48.9
5	Nick Kurtz	0.2222	0.3088	42.7
6	Christian Walker	0.2135	0.2766	40.9
7	James Wood	0.2625	0.3208	40.7
8	Chase Meidroth	0.2222	0.1426	39.8
9	Jackson Holliday	0.2744	0.2157	37.6
10	Bo Bichette	0.2055	0.1449	37.6

OOPSY

Rank	Player	Proj	Actual	Error
1	Paul Goldschmidt	0.2630	0.1873	39.5
2	James Wood	0.2667	0.3208	38.4
3	Wyatt Langford	0.1994	0.2635	37.7
4	Mike Yastrzemski	0.2601	0.1935	36.2
5	Jordan Walker	0.2302	0.3182	35.5
6	Geraldo Perdomo	0.1658	0.1153	35.2
7	Alek Thomas	0.1874	0.2601	34.9
8	Drake Baldwin	0.2318	0.1525	34.6
9	Nathaniel Lowe	0.2074	0.2611	33.7
10	Elly De La Cruz	0.3087	0.2589	33.6

Razzball

Rank	Player	Proj	Actual	Error
1	Riley Greene	0.2393	0.3069	43.5
2	Nick Kurtz	0.2222	0.3088	41.8
3	Mike Yastrzemski	0.2661	0.1935	41.1
4	Paul Goldschmidt	0.2597	0.1873	39.3
5	Wyatt Langford	0.1961	0.2635	38.0
6	James Wood	0.2656	0.3208	37.3
7	Jordan Walker	0.2249	0.3182	36.5
8	Alek Thomas	0.1840	0.2601	35.2
9	Lawrence Butler	0.2274	0.2841	35.0
10	Jackson Holliday	0.2666	0.2157	33.7

Steamer

Rank	Player	Proj	Actual	Error
1	Riley Greene	0.2400	0.3069	43.5
2	Nick Kurtz	0.2222	0.3088	42.1
3	Mike Yastrzemski	0.2648	0.1935	40.0
4	Paul Goldschmidt	0.2598	0.1873	39.0
5	James Wood	0.2641	0.3208	38.7
6	Wyatt Langford	0.1974	0.2635	37.6
7	Jordan Walker	0.2233	0.3182	37.4
8	Alek Thomas	0.1835	0.2601	35.7
9	Lawrence Butler	0.2275	0.2841	35.4
10	Corbin Carroll	0.1846	0.2383	34.2

The BAT

Rank	Player	Proj	Actual	Error
1	Geraldo Perdomo	0.1780	0.1153	44.4
2	Mike Yastrzemski	0.2654	0.1935	39.5
3	Elly De La Cruz	0.3155	0.2589	38.8
4	Wyatt Langford	0.2015	0.2635	36.1
5	Christian Walker	0.2216	0.2766	35.9
6	Paul Goldschmidt	0.2551	0.1873	35.6
7	Mike Trout	0.2614	0.3201	33.2
8	Nick Allen	0.1593	0.2380	33.2
9	Harrison Bader	0.2074	0.2715	32.7
10	Pavin Smith	0.2077	0.3194	32.5

The BAT X

Rank	Player	Proj	Actual	Error
1	Geraldo Perdomo	0.1782	0.1153	44.5
2	Mike Yastrzemski	0.2664	0.1935	40.0
3	Elly De La Cruz	0.3127	0.2589	36.8
4	Wyatt Langford	0.2027	0.2635	35.5
5	Paul Goldschmidt	0.2545	0.1873	35.3
6	Christian Walker	0.2242	0.2766	34.2
7	Mike Trout	0.2609	0.3201	33.5
8	Harrison Bader	0.2061	0.2715	33.3
9	Nick Allen	0.1593	0.2380	33.2
10	Riley Greene	0.2576	0.3069	33.0

ZiPS

Rank	Player	Proj	Actual	Error
1	Drake Baldwin	0.2505	0.1525	44.0
2	Nick Kurtz	0.2205	0.3088	42.9
3	Paul Goldschmidt	0.2662	0.1873	42.5
4	Mike Yastrzemski	0.2670	0.1935	41.3
5	Wyatt Langford	0.1966	0.2635	38.0
6	Gabriel Arias	0.2711	0.3439	34.0
7	Pavin Smith	0.2022	0.3194	33.6
8	Riley Greene	0.2557	0.3069	33.1
9	Nick Allen	0.1579	0.2380	33.1
10	Jordan Walker	0.2347	0.3182	32.8

Most Unique Misses for Strikeout Rate

Players where this system’s error exceeded Aggregate’s error by the largest margin.

ATC

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Yohel Pozo	0.2222	0.1266	0.1310	15.3	0.9	14.5
2	Isaac Collins	0.2656	0.2407	0.2109	24.1	12.8	11.3
3	Ryan Ritter	0.2222	0.2738	0.2947	15.0	4.5	10.5
4	Otto Kemp	0.2222	0.2690	0.3073	18.6	8.6	10.0
5	Bryce Teodosio	0.2222	0.3409	0.3133	13.7	4.0	9.7
6	Bob Seymour	0.2222	0.3281	0.3855	13.6	4.8	8.7
7	Will Robertson	0.2222	0.3329	0.3600	10.3	2.1	8.2
8	Jeremiah Jackson	0.2222	0.2835	0.2732	9.3	1.7	7.6
9	Zach Cole	0.2222	0.4068	0.3846	8.4	1.1	7.3
10	Warming Bernabel	0.2222	0.1737	0.1712	7.4	0.2	7.2

Depth Charts

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Denzel Clarke	0.2222	0.3421	0.3836	25.4	6.7	18.7
2	Yohel Pozo	0.2222	0.1266	0.1310	15.6	0.9	14.7
3	Nick Kurtz	0.2286	0.2608	0.3088	38.4	23.9	14.5
4	Abraham Toro	0.2222	0.1788	0.1479	21.6	8.5	13.0
5	Carson Williams	0.2222	0.3223	0.4151	20.3	9.9	10.4
6	Sam Haggerty	0.2857	0.2318	0.2033	15.3	5.0	10.3
7	Ryan Ritter	0.2222	0.2738	0.2947	14.7	4.5	10.2
8	Otto Kemp	0.2222	0.2690	0.3073	18.2	8.6	9.7
9	Bryce Teodosio	0.2222	0.3409	0.3133	13.4	4.0	9.4
10	Bob Seymour	0.2222	0.3281	0.3855	13.4	4.8	8.6

Marcel

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Caleb Durbin	0.2222	0.1320	0.0988	62.0	16.3	45.7
2	Chandler Simpson	0.2222	0.1229	0.0975	54.6	10.8	43.8
3	Jacob Wilson	0.1877	0.1099	0.0746	58.8	18.0	40.8
4	Xavier Edwards	0.1913	0.1445	0.1422	29.9	0.9	29.0
5	Chase Meidroth	0.2222	0.1752	0.1426	39.8	16.0	23.8
6	Jung Hoo Lee	0.1702	0.0967	0.1151	33.5	11.9	21.7
7	Javier Sanoja	0.2124	0.0901	0.1199	31.4	10.5	20.9
8	Liam Hicks	0.2222	0.1728	0.1436	30.3	11.1	19.3
9	Colson Montgomery	0.2222	0.2898	0.2923	20.1	1.0	19.2
10	Denzel Clarke	0.2222	0.3421	0.3836	25.8	6.7	19.1

OOPSY

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Jacob Wilson	0.1282	0.1099	0.0746	27.2	18.0	9.2
2	Agustín Ramírez	0.2285	0.2132	0.1932	19.7	11.2	8.5
3	Chandler Simpson	0.1428	0.1229	0.0975	19.2	10.8	8.4
4	Junior Caminero	0.2212	0.2103	0.1914	18.3	11.7	6.6
5	Edgar Quero	0.2136	0.1967	0.1762	14.4	7.9	6.5
6	Eric Wagaman	0.2238	0.2112	0.1946	14.2	8.1	6.1
7	Caleb Durbin	0.1446	0.1320	0.0988	22.3	16.3	6.0
8	Nathaniel Lowe	0.2074	0.2161	0.2611	33.7	27.9	5.8
9	Ben Williamson	0.2910	0.2705	0.2169	21.3	15.5	5.8
10	Juan Soto	0.1594	0.1662	0.1916	24.3	18.8	5.5

Razzball

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Nick Kurtz	0.2222	0.2608	0.3088	41.8	23.9	17.9
2	Yohel Pozo	0.2222	0.1266	0.1310	15.5	0.9	14.6
3	Otto Kemp	0.2222	0.2690	0.3073	18.3	8.6	9.8
4	Bryce Teodosio	0.2222	0.3409	0.3133	13.5	4.0	9.5
5	Lawrence Butler	0.2274	0.2436	0.2841	35.0	26.1	9.0
6	Matt McLain	0.2492	0.2656	0.2894	22.6	14.2	8.4
7	Will Robertson	0.2222	0.3329	0.3600	10.3	2.1	8.2
8	Jeremiah Jackson	0.2222	0.2835	0.2732	9.1	1.7	7.4
9	Zach Cole	0.2222	0.4068	0.3846	8.4	1.1	7.3
10	Riley Greene	0.2393	0.2522	0.3069	43.5	36.4	7.2

Steamer

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Nick Kurtz	0.2222	0.2608	0.3088	42.1	23.9	18.2
2	Lawrence Butler	0.2275	0.2436	0.2841	35.4	26.1	9.3
3	Matt McLain	0.2488	0.2656	0.2894	23.2	14.2	8.9
4	Jordan Beck	0.2720	0.2859	0.2959	13.8	6.4	7.4
5	Riley Greene	0.2400	0.2522	0.3069	43.5	36.4	7.1
6	Anthony Volpe	0.2123	0.2248	0.2517	23.2	16.5	6.6
7	Cody Bellinger	0.1819	0.1740	0.1372	29.6	23.6	6.1
8	Luis Arraez	0.0616	0.0549	0.0311	20.9	15.5	5.4
9	Corbin Carroll	0.1846	0.1940	0.2383	34.2	29.0	5.2
10	Michael Harris II	0.1846	0.1933	0.1997	9.4	4.7	4.7

The BAT

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Yohel Pozo	0.2222	0.1266	0.1310	15.1	0.9	14.3
2	Ryan Ritter	0.2222	0.2738	0.2947	15.2	4.5	10.7
3	Otto Kemp	0.2222	0.2690	0.3073	18.8	8.6	10.2
4	Bryce Teodosio	0.2222	0.3409	0.3133	13.8	4.0	9.8
5	Elly De La Cruz	0.3155	0.3021	0.2589	38.8	29.6	9.3
6	Bob Seymour	0.2222	0.3281	0.3855	13.6	4.8	8.8
7	Will Robertson	0.2222	0.3329	0.3600	10.4	2.1	8.3
8	Geraldo Perdomo	0.1780	0.1666	0.1153	44.4	36.3	8.0
9	Jeremiah Jackson	0.2222	0.2835	0.2732	9.5	1.7	7.8
10	Zach Cole	0.2222	0.4068	0.3846	8.5	1.1	7.4

The BAT X

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Yohel Pozo	0.2222	0.1266	0.1310	15.1	0.9	14.3
2	Ryan Ritter	0.2222	0.2738	0.2947	15.2	4.5	10.7
3	Otto Kemp	0.2222	0.2690	0.3073	18.8	8.6	10.2
4	Bryce Teodosio	0.2222	0.3409	0.3133	13.8	4.0	9.8
5	Bob Seymour	0.2222	0.3281	0.3855	13.6	4.8	8.8
6	Will Robertson	0.2222	0.3329	0.3600	10.4	2.1	8.3
7	Geraldo Perdomo	0.1782	0.1666	0.1153	44.5	36.3	8.2
8	Jeremiah Jackson	0.2222	0.2835	0.2732	9.5	1.7	7.8
9	Zach Cole	0.2222	0.4068	0.3846	8.5	1.1	7.4
10	Elly De La Cruz	0.3127	0.3021	0.2589	36.8	29.6	7.3

ZiPS

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Nick Kurtz	0.2205	0.2608	0.3088	42.9	23.9	19.0
2	Drake Baldwin	0.2505	0.2245	0.1525	44.0	31.7	12.3
3	Jung Hoo Lee	0.0802	0.0967	0.1151	21.1	11.9	9.3
4	Willy Adames	0.2300	0.2416	0.2609	20.8	13.9	6.9
5	Andy Pages	0.2541	0.2450	0.2163	24.0	17.4	6.6
6	Mickey Moniak	0.2905	0.2784	0.2386	24.2	17.9	6.3
7	Kyle Schwarber	0.2957	0.2888	0.2721	17.5	11.5	6.0
8	Aaron Judge	0.2646	0.2582	0.2356	20.1	14.7	5.4
9	Gavin Sheets	0.2215	0.2133	0.1963	14.1	8.7	5.3
10	Paul Goldschmidt	0.2662	0.2592	0.1873	42.5	37.9	4.6

Walk Rate

Everybody Missed for Walk Rate

Player	Actual	ATC	Aggregate	Depth Charts	Marcel	OOPSY	Razzball	Steamer	The BAT	The BAT X	ZiPS
Brandon Nimmo	0.0767	0.1117 (22.5)	0.1127 (23.2)	0.1129 (21.8)	0.1077 (20.2)	0.1093 (20.5)	0.1119 (21.3)	0.1117 (21.2)	0.1136 (25.4)	0.1163 (27.2)	0.1141 (23.0)
Gleyber Torres	0.1354	0.0946 (25.9)	0.0954 (25.4)	0.0988 (24.7)	0.0900 (28.6)	0.0968 (24.9)	0.0954 (26.7)	0.0955 (26.5)	0.0929 (25.3)	0.0903 (26.9)	0.1020 (22.3)
Fernando Tatis Jr.	0.1288	0.0836 (31.5)	0.0869 (29.3)	0.0866 (31.0)	0.0794 (34.2)	0.0860 (30.3)	0.0849 (32.1)	0.0848 (32.1)	0.0887 (26.2)	0.0902 (25.2)	0.0899 (28.4)
TJ Friedl	0.1182	0.0809 (25.9)	0.0827 (24.6)	0.0847 (24.9)	0.0800 (26.3)	0.0816 (25.9)	0.0863 (23.6)	0.0867 (23.3)	0.0810 (24.1)	0.0802 (24.6)	0.0824 (26.1)
Cal Raleigh	0.1376	0.1002 (26.7)	0.0995 (27.1)	0.0976 (30.1)	0.0998 (26.7)	0.0998 (27.4)	0.0989 (29.1)	0.0993 (28.7)	0.0991 (25.7)	0.1020 (23.6)	0.0975 (29.8)
Marcell Ozuna	0.1588	0.0972 (36.7)	0.0961 (37.4)	0.0962 (38.6)	0.0929 (39.1)	0.0935 (39.3)	0.0941 (39.8)	0.0929 (40.4)	0.0971 (35.2)	0.0992 (34.0)	0.0986 (36.9)
Jake Cronenworth	0.1340	0.0912 (22.3)	0.0909 (22.4)	0.0918 (23.1)	0.0919 (21.8)	0.0905 (23.0)	0.0896 (24.2)	0.0898 (24.0)	0.0916 (20.8)	0.0916 (20.7)	0.0923 (22.6)
Christian Walker	0.0625	0.0975 (22.1)	0.0969 (21.7)	0.0998 (22.2)	0.0955 (21.0)	0.0924 (18.4)	0.0984 (21.4)	0.0998 (22.3)	0.0961 (22.9)	0.0947 (22.0)	0.0995 (22.2)
Will Smith	0.1468	0.1013 (20.0)	0.1013 (20.0)	0.1038 (19.9)	0.0989 (21.0)	0.1002 (20.8)	0.1029 (20.2)	0.1037 (19.8)	0.1001 (19.4)	0.0975 (20.6)	0.1033 (19.9)
Rafael Devers	0.1536	0.1036 (36.8)	0.1016 (38.2)	0.1027 (39.1)	0.0954 (42.5)	0.0993 (40.5)	0.1018 (39.6)	0.1019 (39.5)	0.1020 (36.1)	0.1006 (37.1)	0.1024 (39.0)
Ronald Acuña Jr.	0.1723	0.1175 (22.8)	0.1155 (23.6)	0.1193 (22.9)	0.1034 (28.5)	0.1135 (24.7)	0.1135 (25.3)	0.1119 (25.9)	0.1127 (23.7)	0.1135 (23.3)	0.1261 (19.9)

Individual Misses for Walk Rate

ATC

Rank	Player	Proj	Actual	Error
1	Nick Kurtz	0.0824	0.1288	22.9
2	Andy Pages	0.0815	0.0465	21.5
3	Trevor Story	0.0834	0.0505	21.2
4	Riley Greene	0.1021	0.0702	20.6
5	Geraldo Perdomo	0.1025	0.1306	20.6
6	Wyatt Langford	0.0939	0.1291	20.5
7	José Caballero	0.0731	0.1270	20.1
8	Mike Trout	0.1211	0.1565	19.9
9	Mike Yastrzemski	0.0938	0.1290	19.9

Aggregate

Rank	Player	Proj	Actual	Error
1	Mike Trout	0.1181	0.1565	21.6
2	Jackson Holliday	0.1196	0.0863	21.3
3	Michael Harris II	0.0584	0.0250	21.2
4	Riley Greene	0.1027	0.0702	20.9
5	Nick Kurtz	0.0870	0.1288	20.7
6	Wyatt Langford	0.0949	0.1291	19.9
7	Andy Pages	0.0786	0.0465	19.8
8	Mike Yastrzemski	0.0941	0.1290	19.7
9	Shohei Ohtani	0.1234	0.1499	19.6

Depth Charts

Rank	Player	Proj	Actual	Error
1	Jackson Holliday	0.1265	0.0863	24.4
2	Chase Meidroth	0.1366	0.0891	22.6
3	Nick Kurtz	0.0857	0.1288	22.4
4	Shohei Ohtani	0.1229	0.1499	21.6
5	Wyatt Langford	0.0952	0.1291	21.0
6	Mike Yastrzemski	0.0946	0.1290	20.7
7	Mike Trout	0.1219	0.1565	20.7
8	Riley Greene	0.1045	0.0702	20.7
9	Jeff McNeil	0.0679	0.1061	18.9

Marcel

Rank	Player	Proj	Actual	Error
1	Mike Trout	0.1085	0.1565	26.8
2	Shohei Ohtani	0.1174	0.1499	23.8
3	Wyatt Langford	0.0892	0.1291	22.9
4	Joey Ortiz	0.0970	0.0534	22.0
5	Nick Kurtz	0.0841	0.1288	21.9
6	José Caballero	0.0723	0.1270	20.3
7	Isaac Collins	0.0853	0.1293	19.4
8	Geraldo Perdomo	0.1042	0.1306	19.1
9	Trevor Story	0.0787	0.0505	18.4

OOPSY

Rank	Player	Proj	Actual	Error
1	Jackson Holliday	0.1378	0.0863	32.7
2	Chase Meidroth	0.1365	0.0891	23.4
3	Mike Trout	0.1157	0.1565	23.3
4	Shohei Ohtani	0.1208	0.1499	22.0
5	Andy Pages	0.0825	0.0465	21.8
6	Mike Yastrzemski	0.0936	0.1290	20.4
7	Michael Harris II	0.0576	0.0250	20.2
8	Trevor Story	0.0811	0.0505	19.3
9	Jeff McNeil	0.0674	0.1061	18.4

Razzball

Rank	Player	Proj	Actual	Error
1	Mike Trout	0.1104	0.1565	27.0
2	Jackson Holliday	0.1250	0.0863	23.5
3	Nick Kurtz	0.0841	0.1288	23.1
4	Chase Meidroth	0.1353	0.0891	22.1
5	Mike Yastrzemski	0.0934	0.1290	21.3
6	Shohei Ohtani	0.1242	0.1499	20.5
7	Riley Greene	0.1040	0.0702	20.5
8	Michael Harris II	0.0582	0.0250	19.7
9	Wyatt Langford	0.0972	0.1291	19.7

Steamer

Rank	Player	Proj	Actual	Error
1	Mike Trout	0.1111	0.1565	26.6
2	Jackson Holliday	0.1258	0.0863	24.1
3	Chase Meidroth	0.1376	0.0891	23.3
4	Nick Kurtz	0.0841	0.1288	23.1
5	Mike Yastrzemski	0.0927	0.1290	21.6
6	Riley Greene	0.1046	0.0702	20.9
7	Shohei Ohtani	0.1236	0.1499	20.9
8	Michael Harris II	0.0579	0.0250	19.6
9	Wyatt Langford	0.0977	0.1291	19.4

The BAT

Rank	Player	Proj	Actual	Error
1	Michael Harris II	0.0616	0.0250	24.8
2	Geraldo Perdomo	0.0973	0.1306	22.4
3	Riley Greene	0.1014	0.0702	21.8
4	Nick Kurtz	0.0822	0.1288	21.8
5	José Caballero	0.0681	0.1270	21.0
6	Mike Trout	0.1182	0.1565	20.1
7	Wyatt Langford	0.0922	0.1291	20.0
8	Trevor Story	0.0775	0.0505	19.1
9	Andy Pages	0.0743	0.0465	18.7

The BAT X

Rank	Player	Proj	Actual	Error
1	Michael Harris II	0.0658	0.0250	27.5
2	Geraldo Perdomo	0.0939	0.1306	24.9
3	Riley Greene	0.1049	0.0702	24.1
4	José Caballero	0.0649	0.1270	22.2
5	Nick Kurtz	0.0822	0.1288	21.8
6	Wyatt Langford	0.0915	0.1291	20.4
7	Mike Trout	0.1177	0.1565	20.3
8	Kerry Carpenter	0.0784	0.0388	19.4
9	Andy Pages	0.0752	0.0465	19.3

ZiPS

Rank	Player	Proj	Actual	Error
1	Jackson Holliday	0.1288	0.0863	26.2
2	Nick Kurtz	0.0802	0.1288	24.9
3	Shohei Ohtani	0.1211	0.1499	22.6
4	Mookie Betts	0.1280	0.0920	22.4
5	Wyatt Langford	0.0924	0.1291	22.3
6	Chase Meidroth	0.1339	0.0891	21.5
7	Riley Greene	0.1041	0.0702	20.7
8	Mike Yastrzemski	0.0950	0.1290	20.2
9	José Caballero	0.0758	0.1270	19.8

Most Unique Misses for Walk Rate

Players where this system’s error exceeded Aggregate’s error by the largest margin.

ATC

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Christian Koss	0.0841	0.0503	0.0471	7.0	0.5	6.4
2	Heriberto Hernández	0.0841	0.1020	0.1054	6.4	1.1	5.3
3	Yanquiel Fernández	0.0841	0.0533	0.0544	4.3	0.2	4.1
4	Bryce Teodosio	0.0841	0.0596	0.0333	7.5	3.9	3.7
5	Yohel Pozo	0.0841	0.0216	0.0417	7.0	3.4	3.6
6	Daylen Lile	0.0841	0.0738	0.0598	8.3	4.7	3.6
7	Cody Freeman	0.0841	0.0583	0.0413	5.1	2.0	3.1
8	Warming Bernabel	0.0841	0.0326	0.0479	5.2	2.3	2.9
9	Jeremiah Jackson	0.0841	0.0524	0.0601	4.3	1.5	2.8
10	Freddie Freeman	0.1150	0.1105	0.0957	11.8	9.0	2.8

Depth Charts

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Sam Haggerty	0.1429	0.0847	0.0879	9.5	0.7	8.8
2	Jakob Marsee	0.1429	0.1130	0.0940	10.8	4.3	6.5
3	Chase Meidroth	0.1366	0.1224	0.0891	22.6	16.6	6.1
4	Tristan Gray	0.0000	0.0600	0.0698	6.2	0.9	5.4
5	Jorge Barrosa	0.1429	0.0803	0.0260	8.8	4.1	4.6
6	Nick Loftin	0.1071	0.0836	0.0745	5.6	1.6	4.0
7	Jimmy Crooks	0.1667	0.0793	0.0000	7.5	3.6	3.9
8	Yanquiel Fernández	0.0841	0.0533	0.0544	4.0	0.2	3.7
9	Bryce Teodosio	0.0841	0.0596	0.0333	7.2	3.9	3.3
10	Yohel Pozo	0.0841	0.0216	0.0417	6.7	3.4	3.2

Marcel

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Jake Mangum	0.0841	0.0415	0.0444	16.9	1.4	15.5
2	Jacob Wilson	0.0805	0.0549	0.0516	15.0	1.5	13.5
3	Brady House	0.0841	0.0457	0.0292	15.0	4.4	10.6
4	Matt McLain	0.0776	0.0948	0.0953	10.3	0.6	9.8
5	Chandler Simpson	0.0841	0.0650	0.0454	17.0	8.5	8.5
6	Isaac Collins	0.0853	0.1048	0.1293	19.4	11.0	8.4
7	Joey Ortiz	0.0970	0.0844	0.0534	22.0	15.5	6.5
8	Christian Koss	0.0841	0.0503	0.0471	7.0	0.5	6.5
9	Vladimir Guerrero Jr.	0.0939	0.1037	0.1191	17.2	10.8	6.4
10	Roman Anthony	0.0841	0.1054	0.1320	14.6	8.2	6.4

OOPSY

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Jackson Holliday	0.1378	0.1196	0.0863	32.7	21.3	11.4
2	Chase Meidroth	0.1365	0.1224	0.0891	23.4	16.6	6.8
3	Jake Mangum	0.0313	0.0415	0.0444	6.1	1.4	4.6
4	Elly De La Cruz	0.0854	0.0910	0.0959	8.1	3.7	4.4
5	Tyler Soderstrom	0.0679	0.0739	0.0881	13.3	9.1	4.2
6	Junior Caminero	0.0555	0.0609	0.0628	5.5	1.5	4.0
7	Javier Sanoja	0.0436	0.0575	0.0556	4.5	0.5	4.0
8	Kyle Schwarber	0.1438	0.1486	0.1492	4.7	0.8	3.9
9	Iván Herrera	0.1193	0.1101	0.0951	10.4	6.6	3.9
10	Hyeseong Kim	0.0841	0.0632	0.0412	7.1	3.7	3.4

Razzball

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Chase Meidroth	0.1353	0.1224	0.0891	22.1	16.6	5.5
2	Mike Trout	0.1104	0.1181	0.1565	27.0	21.6	5.4
3	Cam Smith	0.0630	0.0719	0.0872	13.2	7.8	5.4
4	Caleb Durbin	0.0921	0.0807	0.0593	15.3	10.6	4.7
5	Iván Herrera	0.1215	0.1101	0.0951	10.8	6.6	4.2
6	Spencer Horwitz	0.1266	0.1146	0.1071	7.0	2.9	4.1
7	Xavier Edwards	0.0967	0.0881	0.0792	9.3	5.3	4.0
8	Miguel Vargas	0.1157	0.1070	0.0984	8.4	4.6	3.8
9	Jac Caglianone	0.0452	0.0579	0.0776	8.1	4.7	3.4
10	Bryce Teodosio	0.0841	0.0596	0.0333	7.2	3.9	3.4

Steamer

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Chase Meidroth	0.1376	0.1224	0.0891	23.3	16.6	6.7
2	Miguel Vargas	0.1185	0.1070	0.0984	10.0	4.6	5.4
3	Mike Trout	0.1111	0.1181	0.1565	26.6	21.6	5.0
4	Cam Smith	0.0639	0.0719	0.0872	12.7	7.8	4.9
5	Caleb Durbin	0.0917	0.0807	0.0593	15.2	10.6	4.6
6	Spencer Horwitz	0.1269	0.1146	0.1071	7.2	2.9	4.3
7	Iván Herrera	0.1208	0.1101	0.0951	10.5	6.6	4.0
8	Jac Caglianone	0.0439	0.0579	0.0776	8.4	4.7	3.7
9	Brayan Rocchio	0.0947	0.0833	0.0574	13.3	9.7	3.6
10	Xavier Edwards	0.0959	0.0881	0.0792	8.9	5.3	3.6

The BAT

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Christian Koss	0.0841	0.0503	0.0471	7.5	0.5	6.9
2	Isaac Collins	0.0906	0.1048	0.1293	16.1	11.0	5.1
3	Heriberto Hernández	0.0841	0.1020	0.1054	5.7	1.1	4.5
4	Daylen Lile	0.0841	0.0738	0.0598	9.3	4.7	4.5
5	Bryce Teodosio	0.0841	0.0596	0.0333	7.9	3.9	4.1
6	Yohel Pozo	0.0841	0.0216	0.0417	7.5	3.4	4.0
7	Liam Hicks	0.0873	0.1000	0.1103	8.1	4.2	3.9
8	Michael Harris II	0.0616	0.0584	0.0250	24.8	21.2	3.7
9	Cody Freeman	0.0841	0.0583	0.0413	5.4	2.0	3.4
10	Bo Naylor	0.0905	0.1011	0.1087	6.7	3.3	3.3

The BAT X

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Christian Koss	0.0841	0.0503	0.0471	7.5	0.5	7.0
2	Michael Harris II	0.0658	0.0584	0.0250	27.5	21.2	6.4
3	Geraldo Perdomo	0.0939	0.1042	0.1306	24.9	19.3	5.6
4	Isaac Collins	0.0906	0.1048	0.1293	16.1	11.0	5.1
5	Daylen Lile	0.0841	0.0738	0.0598	9.3	4.7	4.5
6	Heriberto Hernández	0.0841	0.1020	0.1054	5.7	1.1	4.5
7	Mickey Moniak	0.0577	0.0512	0.0477	5.6	1.4	4.2
8	Brandon Nimmo	0.1163	0.1127	0.0767	27.2	23.2	4.1
9	Bryce Teodosio	0.0841	0.0596	0.0333	7.9	3.9	4.1
10	Yohel Pozo	0.0841	0.0216	0.0417	7.5	3.4	4.0

ZiPS

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Juan Soto	0.2033	0.1913	0.1776	16.8	9.4	7.4
2	Mookie Betts	0.1280	0.1171	0.0920	22.4	16.3	6.0
3	Chase Meidroth	0.1339	0.1224	0.0891	21.5	16.6	5.0
4	Lars Nootbaar	0.1393	0.1292	0.1098	15.9	11.1	4.9
5	Jackson Holliday	0.1288	0.1196	0.0863	26.2	21.3	4.8
6	Nick Kurtz	0.0802	0.0870	0.1288	24.9	20.7	4.2
7	Sal Frelick	0.0742	0.0791	0.0791	4.2	0.3	3.9
8	Ernie Clement	0.0374	0.0414	0.0459	6.3	2.9	3.4
9	Tyler Soderstrom	0.0703	0.0739	0.0881	12.5	9.1	3.4
10	Willy Adames	0.0970	0.0996	0.1166	15.0	12.0	3.0

Hit By Pitch Rate

Everybody Missed for Hit By Pitch Rate

Player	Actual	ATC	Aggregate	Depth Charts	Marcel	OOPSY	Razzball	Steamer	The BAT	The BAT X	ZiPS
Jarren Duran	0.0172	0.0088 (6.1)	0.0094 (5.9)	0.0091 (6.0)	0.0099 (5.5)	0.0091 (5.9)	0.0089 (6.2)	0.0090 (6.1)	0.0103 (5.1)	0.0103 (5.2)	0.0094 (6.5)
Caleb Durbin	0.0474	0.0228 (12.7)	0.0220 (13.2)	0.0229 (12.7)	0.0105 (19.0)	0.0259 (11.0)	0.0202 (14.1)	0.0200 (14.1)	0.0179 (15.2)	0.0179 (15.2)	0.0293 (9.9)
Victor Caratini	0.0337	0.0157 (7.1)	0.0156 (7.2)	0.0177 (6.4)	0.0140 (7.8)	0.0140 (7.7)	0.0161 (7.0)	0.0160 (7.0)	0.0149 (7.4)	0.0149 (7.4)	0.0175 (6.8)
Jake Cronenworth	0.0291	0.0179 (6.0)	0.0173 (6.4)	0.0187 (5.7)	0.0191 (5.5)	0.0169 (6.5)	0.0182 (5.9)	0.0180 (6.0)	0.0158 (7.1)	0.0158 (7.1)	0.0181 (6.4)
Heliot Ramos	0.0245	0.0082 (11.6)	0.0093 (11.0)	0.0100 (10.5)	0.0063 (13.0)	0.0086 (11.2)	0.0096 (10.7)	0.0090 (11.1)	0.0096 (10.7)	0.0096 (10.7)	0.0103 (10.9)
Iván Herrera	0.0332	0.0126 (9.5)	0.0122 (9.8)	0.0125 (9.6)	0.0117 (10.0)	0.0116 (9.9)	0.0122 (9.7)	0.0120 (9.8)	0.0121 (9.8)	0.0121 (9.7)	0.0128 (9.9)
Eugenio Suárez	0.0244	0.0158 (5.9)	0.0150 (6.6)	0.0148 (6.7)	0.0155 (6.2)	0.0148 (6.5)	0.0150 (6.5)	0.0150 (6.5)	0.0147 (6.7)	0.0147 (6.7)	0.0149 (7.2)
José Caballero	0.0081	0.0248 (6.0)	0.0237 (5.5)	0.0244 (5.8)	0.0277 (7.0)	0.0248 (6.0)	0.0223 (5.0)	0.0220 (4.9)	0.0230 (5.3)	0.0231 (5.4)	0.0261 (6.1)
Randy Arozarena	0.0381	0.0261 (8.8)	0.0244 (10.2)	0.0243 (10.2)	0.0255 (9.3)	0.0256 (9.0)	0.0230 (11.1)	0.0230 (11.1)	0.0236 (10.6)	0.0236 (10.6)	0.0256 (9.9)

Individual Misses for Hit By Pitch Rate

ATC

Rank	Player	Proj	Actual	Error
1	Josh Smith	0.0269	0.0142	6.9
2	Willson Contreras	0.0297	0.0409	6.5
3	Luke Raley	0.0309	0.0594	6.3
4	Ty France	0.0307	0.0429	6.2
5	Blaze Alexander	0.0172	0.0376	5.5
6	Masyn Winn	0.0051	0.0149	5.5
7	Dylan Moore	0.0269	0.0041	5.4
8	Francisco Lindor	0.0149	0.0219	5.4
9	Blake Dunn	0.0219	0.0933	5.4
10	Austin Hays	0.0157	0.0024	5.4

Aggregate

Rank	Player	Proj	Actual	Error
1	Willson Contreras	0.0294	0.0409	6.8
2	Josh Smith	0.0256	0.0142	6.0
3	Francisco Lindor	0.0147	0.0219	5.7
4	Ty France	0.0320	0.0429	5.6
5	Luke Raley	0.0345	0.0594	5.6
6	Blaze Alexander	0.0176	0.0376	5.5
7	Masyn Winn	0.0053	0.0149	5.5
8	Blake Dunn	0.0233	0.0933	5.3
9	Dylan Moore	0.0256	0.0041	5.1
10	Edmundo Sosa	0.0276	0.0077	5.0

Depth Charts

Rank	Player	Proj	Actual	Error
1	Willson Contreras	0.0299	0.0409	6.5
2	Josh Smith	0.0260	0.0142	6.3
3	Blaze Alexander	0.0159	0.0376	5.9
4	Francisco Lindor	0.0146	0.0219	5.7
5	Edmundo Sosa	0.0286	0.0077	5.3
6	Tyler Freeman	0.0386	0.0257	5.3
7	Kody Clemens	0.0000	0.0130	5.2
8	Ty France	0.0330	0.0429	5.1
9	Nacho Alvarez Jr.	0.0000	0.0240	5.1
10	Victor Scott II	0.0112	0.0216	5.1

Marcel

Rank	Player	Proj	Actual	Error
1	Matt Wallner	0.0419	0.0204	8.2
2	Josh Smith	0.0268	0.0142	6.8
3	Blaze Alexander	0.0134	0.0376	6.6
4	Masyn Winn	0.0036	0.0149	6.4
5	Willson Contreras	0.0307	0.0409	6.0
6	Blake Dunn	0.0138	0.0933	6.0
7	Dylan Moore	0.0278	0.0041	5.6
8	Michael Busch	0.0081	0.0169	5.6
9	Kyle Schwarber	0.0082	0.0152	5.5
10	Dillon Dingler	0.0081	0.0192	5.5

OOPSY

Rank	Player	Proj	Actual	Error
1	Josh Smith	0.0285	0.0142	7.9
2	Willson Contreras	0.0305	0.0409	6.0
3	Masyn Winn	0.0042	0.0149	5.9
4	Brent Rooker	0.0156	0.0072	5.7
5	Edmundo Sosa	0.0289	0.0077	5.5
6	Francisco Lindor	0.0147	0.0219	5.4
7	Kyle Schwarber	0.0080	0.0152	5.4
8	Dylan Moore	0.0267	0.0041	5.4
9	Tyler Freeman	0.0386	0.0257	5.4
10	Carlos Narváez	0.0141	0.0022	5.2

Razzball

Rank	Player	Proj	Actual	Error
1	Willson Contreras	0.0254	0.0409	9.0
2	Ty France	0.0290	0.0429	7.1
3	Luke Raley	0.0313	0.0594	6.3
4	Blaze Alexander	0.0160	0.0376	5.9
5	Blake Dunn	0.0187	0.0933	5.6
6	Francisco Lindor	0.0147	0.0219	5.6
7	Yoán Moncada	0.0067	0.0242	5.2
8	Victor Scott II	0.0109	0.0216	5.2
9	Masyn Winn	0.0061	0.0149	5.0
10	Taylor Ward	0.0124	0.0045	4.8

Steamer

Rank	Player	Proj	Actual	Error
1	Willson Contreras	0.0260	0.0409	8.7
2	Ty France	0.0290	0.0429	7.1
3	Luke Raley	0.0310	0.0594	6.3
4	Blaze Alexander	0.0160	0.0376	5.9
5	Blake Dunn	0.0190	0.0933	5.6
6	Francisco Lindor	0.0150	0.0219	5.4
7	Victor Scott II	0.0110	0.0216	5.2
8	Yoán Moncada	0.0070	0.0242	5.1
9	Masyn Winn	0.0060	0.0149	5.1
10	Kyle Schwarber	0.0090	0.0152	4.9

The BAT

Rank	Player	Proj	Actual	Error
1	Brent Rooker	0.0171	0.0072	6.6
2	Willson Contreras	0.0305	0.0409	6.1
3	Francisco Lindor	0.0143	0.0219	5.9
4	Blaze Alexander	0.0160	0.0376	5.9
5	Luke Raley	0.0335	0.0594	5.8
6	Seiya Suzuki	0.0107	0.0015	5.6
7	Ty France	0.0321	0.0429	5.5
8	Blake Dunn	0.0209	0.0933	5.5
9	Masyn Winn	0.0056	0.0149	5.3
10	Austin Hays	0.0151	0.0024	5.1

The BAT X

Rank	Player	Proj	Actual	Error
1	Brent Rooker	0.0170	0.0072	6.6
2	Willson Contreras	0.0304	0.0409	6.1
3	Francisco Lindor	0.0142	0.0219	5.9
4	Blaze Alexander	0.0159	0.0376	5.9
5	Luke Raley	0.0334	0.0594	5.8
6	Seiya Suzuki	0.0107	0.0015	5.6
7	Ty France	0.0321	0.0429	5.5
8	Blake Dunn	0.0209	0.0933	5.5
9	Masyn Winn	0.0056	0.0149	5.3
10	Austin Hays	0.0152	0.0024	5.1

ZiPS

Rank	Player	Proj	Actual	Error
1	Josh Smith	0.0305	0.0142	8.4
2	Edmundo Sosa	0.0378	0.0077	7.5
3	Tyler Freeman	0.0439	0.0257	7.2
4	Masyn Winn	0.0047	0.0149	6.3
5	Cal Raleigh	0.0057	0.0128	6.0
6	Francisco Lindor	0.0152	0.0219	5.9
7	José Ramírez	0.0046	0.0119	5.9
8	Lars Nootbaar	0.0021	0.0103	5.6
9	Harrison Bader	0.0126	0.0220	5.4
10	Kyle Schwarber	0.0093	0.0152	5.3

Most Unique Misses for Hit By Pitch Rate

Players where this system’s error exceeded Aggregate’s error by the largest margin.

ATC

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Otto Kemp	0.0105	0.0315	0.0321	4.8	0.3	4.5
2	Ryan Ritter	0.0105	0.0218	0.0242	2.9	0.6	2.3
3	Ryan Jeffers	0.0237	0.0212	0.0151	3.8	2.5	1.3
4	Matt Wallner	0.0296	0.0266	0.0204	3.4	2.2	1.3
5	Kody Clemens	0.0035	0.0065	0.0130	3.8	2.7	1.1
6	Yohel Pozo	0.0105	0.0045	0.0000	1.7	0.6	1.1
7	Dylan Carlson	0.0213	0.0172	0.0083	3.0	2.0	1.0
8	Eli White	0.0177	0.0142	0.0074	2.7	1.7	1.0
9	Gustavo Campero	0.0105	0.0256	0.0455	2.3	1.4	1.0
10	Josh Smith	0.0269	0.0256	0.0142	6.9	6.0	0.9

Depth Charts

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Otto Kemp	0.0105	0.0315	0.0321	4.8	0.3	4.6
2	Nacho Alvarez Jr.	0.0000	0.0146	0.0240	5.1	2.1	3.0
3	Heriberto Hernández	0.0000	0.0114	0.0102	3.2	0.2	3.0
4	Dylan Carlson	0.0286	0.0172	0.0083	4.7	2.0	2.8
5	Kody Clemens	0.0000	0.0065	0.0130	5.2	2.7	2.5
6	Ryan Ritter	0.0105	0.0218	0.0242	2.9	0.6	2.3
7	Tyler Freeman	0.0386	0.0338	0.0257	5.3	3.2	2.1
8	Jahmai Jones	0.0000	0.0137	0.0200	3.1	1.0	2.0
9	Henry Davis	0.0303	0.0233	0.0177	3.4	1.4	2.0
10	Nick Loftin	0.0000	0.0106	0.0160	3.1	1.1	2.0

Marcel

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Matt Wallner	0.0419	0.0266	0.0204	8.2	2.2	6.0
2	Caleb Durbin	0.0105	0.0220	0.0474	19.0	13.2	5.8
3	Otto Kemp	0.0105	0.0315	0.0321	4.8	0.3	4.6
4	Liam Hicks	0.0105	0.0206	0.0231	5.1	1.2	3.9
5	Chandler Simpson	0.0105	0.0031	0.0000	4.4	1.1	3.3
6	Dillon Dingler	0.0081	0.0152	0.0192	5.5	2.2	3.3
7	Ryan Ritter	0.0105	0.0218	0.0242	2.9	0.6	2.3
8	Michael Busch	0.0081	0.0119	0.0169	5.6	3.3	2.2
9	Luke Keaschall	0.0105	0.0205	0.0242	2.9	0.9	2.0
10	Ben Rice	0.0102	0.0141	0.0170	3.9	1.9	2.0

OOPSY

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Jordan Beck	0.0006	0.0050	0.0068	3.8	1.5	2.4
2	Tyler Freeman	0.0386	0.0338	0.0257	5.4	3.2	2.2
3	Josh Smith	0.0285	0.0256	0.0142	7.9	6.0	1.9
4	Agustín Ramírez	0.0057	0.0089	0.0137	4.9	3.2	1.7
5	Jackson Holliday	0.0038	0.0067	0.0092	3.7	2.1	1.6
6	Andy Pages	0.0191	0.0169	0.0128	3.8	2.1	1.6
7	Edgar Quero	0.0188	0.0153	0.0099	3.5	1.9	1.6
8	Zach Neto	0.0296	0.0274	0.0253	2.3	0.8	1.4
9	Chase Meidroth	0.0185	0.0161	0.0119	3.2	1.8	1.4
10	Henry Davis	0.0276	0.0233	0.0177	2.7	1.4	1.3

Razzball

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Otto Kemp	0.0105	0.0315	0.0321	4.8	0.3	4.6
2	Willson Contreras	0.0254	0.0294	0.0409	9.0	6.8	2.2
3	Nick Kurtz	0.0105	0.0076	0.0041	2.9	1.4	1.5
4	Ty France	0.0290	0.0320	0.0429	7.1	5.6	1.4
5	Dillon Dingler	0.0126	0.0152	0.0192	3.4	2.2	1.2
6	Chandler Simpson	0.0057	0.0031	0.0000	2.3	1.1	1.2
7	Ryan Ritter	0.0161	0.0218	0.0242	1.8	0.6	1.1
8	Michael Busch	0.0099	0.0119	0.0169	4.5	3.3	1.1
9	Maikel Garcia	0.0045	0.0029	0.0015	1.6	0.5	1.1
10	TJ Friedl	0.0192	0.0209	0.0234	3.2	2.1	1.1

Steamer

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Otto Kemp	0.0210	0.0315	0.0321	2.5	0.3	2.3
2	Willson Contreras	0.0260	0.0294	0.0409	8.7	6.8	1.8
3	Nick Kurtz	0.0105	0.0076	0.0041	2.9	1.4	1.5
4	Dillon Dingler	0.0120	0.0152	0.0192	3.6	2.2	1.5
5	Ty France	0.0290	0.0320	0.0429	7.1	5.6	1.4
6	Chandler Simpson	0.0060	0.0031	0.0000	2.4	1.1	1.3
7	TJ Friedl	0.0190	0.0209	0.0234	3.3	2.1	1.2
8	Lawrence Butler	0.0050	0.0034	0.0000	2.8	1.7	1.1
9	Michael Busch	0.0100	0.0119	0.0169	4.4	3.3	1.1
10	Ben Rice	0.0120	0.0141	0.0170	2.9	1.9	1.0

The BAT

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Otto Kemp	0.0105	0.0315	0.0321	4.8	0.3	4.5
2	Ryan Ritter	0.0105	0.0218	0.0242	2.9	0.6	2.3
3	Caleb Durbin	0.0179	0.0220	0.0474	15.2	13.2	2.0
4	Brent Rooker	0.0171	0.0145	0.0072	6.6	4.7	1.9
5	Nick Kurtz	0.0103	0.0076	0.0041	2.8	1.4	1.4
6	Liam Hicks	0.0175	0.0206	0.0231	2.3	1.2	1.1
7	William Contreras	0.0087	0.0072	0.0046	2.4	1.3	1.1
8	Yohel Pozo	0.0105	0.0045	0.0000	1.7	0.6	1.0
9	Luke Keaschall	0.0154	0.0205	0.0242	1.9	0.9	1.0
10	Seiya Suzuki	0.0107	0.0093	0.0015	5.6	4.6	1.0

The BAT X

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Otto Kemp	0.0105	0.0315	0.0321	4.8	0.3	4.5
2	Ryan Ritter	0.0105	0.0218	0.0242	2.9	0.6	2.3
3	Caleb Durbin	0.0179	0.0220	0.0474	15.2	13.2	2.0
4	Brent Rooker	0.0170	0.0145	0.0072	6.6	4.7	1.9
5	Nick Kurtz	0.0103	0.0076	0.0041	2.8	1.4	1.4
6	Liam Hicks	0.0175	0.0206	0.0231	2.3	1.2	1.1
7	William Contreras	0.0087	0.0072	0.0046	2.4	1.3	1.1
8	Yohel Pozo	0.0105	0.0045	0.0000	1.7	0.6	1.0
9	Luke Keaschall	0.0154	0.0205	0.0242	1.9	0.9	1.0
10	Seiya Suzuki	0.0107	0.0093	0.0015	5.6	4.6	1.0

ZiPS

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Tyler Freeman	0.0439	0.0338	0.0257	7.2	3.2	4.0
2	Zach Neto	0.0343	0.0274	0.0253	4.2	0.8	3.3
3	Andy Pages	0.0219	0.0169	0.0128	4.8	2.1	2.6
4	Edmundo Sosa	0.0378	0.0276	0.0077	7.5	5.0	2.5
5	Josh Smith	0.0305	0.0256	0.0142	8.4	6.0	2.3
6	Jonathan India	0.0306	0.0257	0.0229	3.5	1.2	2.3
7	Jordan Beck	0.0022	0.0050	0.0068	3.6	1.5	2.1
8	Brice Turang	0.0017	0.0036	0.0030	1.8	0.0	1.8
9	Kyle Tucker	0.0019	0.0041	0.0067	3.7	1.9	1.8
10	Luis García Jr.	0.0000	0.0026	0.0038	2.8	1.0	1.8

Home Run Rate

Everybody Missed for Home Run Rate

Player	Actual	ATC	Aggregate	Depth Charts	Marcel	OOPSY	Razzball	Steamer	The BAT	The BAT X	ZiPS
George Springer	0.0804	0.0442 (20.9)	0.0455 (19.9)	0.0466 (20.0)	0.0475 (19.6)	0.0462 (20.0)	0.0469 (18.4)	0.0508 (18.1)	0.0435 (20.8)	0.0425 (21.5)	0.0442 (20.9)
Colson Montgomery	0.1207	0.0401 (22.7)	0.0378 (23.3)	0.0417 (22.6)	0.0465 (21.2)	0.0338 (24.7)	0.0382 (22.8)	0.0416 (22.8)	0.0360 (23.6)	0.0362 (23.7)	0.0388 (23.1)
Nick Kurtz	0.1319	0.0416 (43.9)	0.0446 (42.2)	0.0417 (44.3)	0.0465 (42.0)	0.0502 (39.9)	0.0465 (40.7)	0.0465 (42.4)	0.0484 (40.1)	0.0486 (40.2)	0.0354 (46.9)
Michael Busch	0.0879	0.0588 (16.8)	0.0569 (17.8)	0.0599 (16.8)	0.0557 (19.4)	0.0587 (17.2)	0.0525 (19.7)	0.0576 (18.7)	0.0522 (20.3)	0.0562 (18.0)	0.0618 (15.1)
Cal Raleigh	0.1460	0.0816 (45.0)	0.0823 (44.3)	0.0826 (44.9)	0.0847 (43.6)	0.0854 (42.7)	0.0755 (48.2)	0.0824 (45.8)	0.0865 (40.9)	0.0791 (46.4)	0.0856 (42.2)
James Wood	0.0816	0.0533 (19.1)	0.0533 (18.9)	0.0569 (17.3)	0.0460 (24.9)	0.0578 (16.4)	0.0521 (18.9)	0.0569 (17.9)	0.0475 (22.5)	0.0469 (23.1)	0.0587 (15.4)
Riley Greene	0.0891	0.0570 (20.7)	0.0554 (21.5)	0.0552 (22.5)	0.0493 (26.5)	0.0601 (18.9)	0.0502 (24.1)	0.0550 (23.2)	0.0562 (20.6)	0.0540 (22.3)	0.0557 (21.5)
Eugenio Suárez	0.1228	0.0654 (37.3)	0.0641 (38.0)	0.0623 (40.0)	0.0682 (36.3)	0.0673 (36.4)	0.0584 (40.9)	0.0640 (39.5)	0.0668 (35.9)	0.0638 (38.0)	0.0630 (38.9)
Gunnar Henderson	0.0382	0.0717 (22.2)	0.0718 (22.4)	0.0706 (20.8)	0.0689 (19.6)	0.0718 (21.9)	0.0708 (22.6)	0.0762 (23.9)	0.0751 (24.9)	0.0717 (22.5)	0.0653 (18.0)
Junior Caminero	0.0930	0.0549 (24.5)	0.0596 (21.2)	0.0621 (20.4)	0.0472 (30.3)	0.0688 (15.8)	0.0604 (19.9)	0.0654 (18.9)	0.0534 (24.9)	0.0554 (23.8)	0.0590 (21.8)
Taylor Ward	0.0878	0.0568 (20.2)	0.0549 (21.2)	0.0535 (23.0)	0.0556 (21.8)	0.0542 (22.3)	0.0509 (23.1)	0.0544 (23.0)	0.0562 (20.0)	0.0581 (18.9)	0.0538 (22.2)

Individual Misses for Home Run Rate

ATC

Rank	Player	Proj	Actual	Error
1	Kyle Schwarber	0.1011	0.1373	25.7
2	Brent Rooker	0.0976	0.0633	24.4
3	Shohei Ohtani	0.1004	0.1285	20.0
4	Trent Grisham	0.0603	0.0950	19.8
5	Pete Crow-Armstrong	0.0396	0.0683	18.2
6	Paul Goldschmidt	0.0580	0.0254	17.7
7	Christian Yelich	0.0444	0.0713	16.9
8	Kyle Stowers	0.0521	0.0896	16.9
9	Giancarlo Stanton	0.0973	0.1548	16.0

Aggregate

Rank	Player	Proj	Actual	Error
1	Kyle Schwarber	0.1034	0.1373	23.8
2	Brent Rooker	0.0963	0.0633	23.7
3	Trent Grisham	0.0604	0.0950	19.6
4	Shohei Ohtani	0.1013	0.1285	19.1
5	Paul Goldschmidt	0.0595	0.0254	18.7
6	Pete Crow-Armstrong	0.0405	0.0683	17.4
7	Fernando Tatis Jr.	0.0777	0.0535	17.3
8	Christian Yelich	0.0454	0.0713	16.1
9	Ryan Jeffers	0.0614	0.0285	15.7

Depth Charts

Rank	Player	Proj	Actual	Error
1	Brent Rooker	0.1003	0.0633	25.6
2	Kyle Schwarber	0.1047	0.1373	23.9
3	Shohei Ohtani	0.1010	0.1285	20.3
4	Paul Goldschmidt	0.0627	0.0254	19.7
5	Fernando Tatis Jr.	0.0817	0.0535	19.2
6	Trent Grisham	0.0637	0.0950	18.4
7	Pete Crow-Armstrong	0.0429	0.0683	16.6
8	Giancarlo Stanton	0.0966	0.1548	16.5
9	Jazz Chisholm Jr.	0.0677	0.0972	15.9

Marcel

Rank	Player	Proj	Actual	Error
1	Trent Grisham	0.0505	0.0950	26.2
2	Kyle Schwarber	0.1017	0.1373	26.1
3	Kyle Stowers	0.0361	0.0896	24.7
4	Shohei Ohtani	0.0975	0.1285	23.0
5	Jo Adell	0.0618	0.0976	20.8
6	Chandler Simpson	0.0465	0.0000	20.3
7	Pete Crow-Armstrong	0.0381	0.0683	19.9
8	Jazz Chisholm Jr.	0.0635	0.0972	18.2
9	Giancarlo Stanton	0.0922	0.1548	17.8

OOPSY

Rank	Player	Proj	Actual	Error
1	Trent Grisham	0.0544	0.0950	23.5
2	Brent Rooker	0.0968	0.0633	23.5
3	Paul Goldschmidt	0.0634	0.0254	20.3
4	Fernando Tatis Jr.	0.0817	0.0535	19.5
5	Pete Crow-Armstrong	0.0391	0.0683	18.8
6	Elly De La Cruz	0.0757	0.0490	18.7
7	Ryan Jeffers	0.0646	0.0285	16.8
8	Geraldo Perdomo	0.0147	0.0375	16.4
9	Corbin Carroll	0.0501	0.0747	15.7

Razzball

Rank	Player	Proj	Actual	Error
1	Kyle Schwarber	0.0996	0.1373	25.8
2	Shohei Ohtani	0.0920	0.1285	25.0
3	Trent Grisham	0.0551	0.0950	21.9
4	Paul Goldschmidt	0.0572	0.0254	18.1
5	Pete Crow-Armstrong	0.0387	0.0683	17.8
6	Christian Yelich	0.0425	0.0713	17.2
7	Fernando Tatis Jr.	0.0760	0.0535	16.9
8	Daulton Varsho	0.0521	0.1136	16.1
9	Giancarlo Stanton	0.0976	0.1548	15.5

Steamer

Rank	Player	Proj	Actual	Error
1	Kyle Schwarber	0.1058	0.1373	23.7
2	Shohei Ohtani	0.0986	0.1285	22.7
3	Trent Grisham	0.0591	0.0950	21.6
4	Brent Rooker	0.0949	0.0633	21.2
5	Fernando Tatis Jr.	0.0821	0.0535	18.9
6	Paul Goldschmidt	0.0606	0.0254	18.1
7	Pete Crow-Armstrong	0.0423	0.0683	17.7
8	Christian Yelich	0.0458	0.0713	17.2
9	Ryan Jeffers	0.0632	0.0285	15.5

The BAT

Rank	Player	Proj	Actual	Error
1	Brent Rooker	0.1050	0.0633	30.1
2	Kyle Schwarber	0.1040	0.1373	23.0
3	Trent Grisham	0.0564	0.0950	21.6
4	Pete Crow-Armstrong	0.0356	0.0683	20.2
5	Shohei Ohtani	0.1016	0.1285	18.5
6	Kyle Stowers	0.0484	0.0896	18.2
7	Paul Goldschmidt	0.0556	0.0254	16.9
8	Christian Yelich	0.0436	0.0713	16.9
9	Ryan Jeffers	0.0631	0.0285	16.7

The BAT X

Rank	Player	Proj	Actual	Error
1	Kyle Schwarber	0.0936	0.1373	30.8
2	Brent Rooker	0.0969	0.0633	24.3
3	Shohei Ohtani	0.1020	0.1285	18.5
4	Corbin Carroll	0.0458	0.0747	17.8
5	Paul Goldschmidt	0.0573	0.0254	17.7
6	Kyle Stowers	0.0503	0.0896	17.4
7	Christian Yelich	0.0442	0.0713	16.7
8	Brice Turang	0.0149	0.0408	16.3
9	Jazz Chisholm Jr.	0.0665	0.0972	15.7

ZiPS

Rank	Player	Proj	Actual	Error
1	Brent Rooker	0.1036	0.0633	28.6
2	Kyle Schwarber	0.1020	0.1373	25.1
3	Paul Goldschmidt	0.0649	0.0254	21.4
4	Fernando Tatis Jr.	0.0815	0.0535	19.7
5	Shohei Ohtani	0.1037	0.1285	17.7
6	Trent Grisham	0.0651	0.0950	17.0
7	Giancarlo Stanton	0.0943	0.1548	16.8
8	Jazz Chisholm Jr.	0.0663	0.0972	16.1
9	Corbin Carroll	0.0500	0.0747	15.5

Most Unique Misses for Home Run Rate

Players where this system’s error exceeded Aggregate’s error by the largest margin.

ATC

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Ben Williamson	0.0465	0.0156	0.0047	12.5	3.5	9.0
2	Christian Koss	0.0465	0.0230	0.0224	4.7	0.3	4.4
3	Sam Haggerty	0.0465	0.0262	0.0157	5.7	2.1	3.6
4	Bryce Teodosio	0.0465	0.0235	0.0106	5.5	2.1	3.4
5	Junior Caminero	0.0549	0.0596	0.0930	24.5	21.2	3.3
6	Kyle Karros	0.0465	0.0268	0.0102	5.8	2.7	3.0
7	Kyle Stowers	0.0521	0.0574	0.0896	16.9	14.3	2.6
8	Bryce Johnson	0.0465	0.0162	0.0167	2.6	0.0	2.5
9	Isaac Collins	0.0224	0.0271	0.0316	3.8	1.6	2.2
10	Ronald Acuña Jr.	0.0601	0.0650	0.0890	11.7	9.5	2.2

Depth Charts

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Ben Williamson	0.0465	0.0156	0.0047	12.2	3.5	8.7
2	Tim Tawa	0.0000	0.0355	0.0500	11.3	3.1	8.3
3	Heriberto Hernández	0.0833	0.0534	0.0546	8.3	0.1	8.2
4	Jakob Marsee	0.0000	0.0268	0.0309	7.3	0.7	6.6
5	Jahmai Jones	0.0000	0.0342	0.0722	10.9	5.6	5.3
6	Abraham Toro	0.0465	0.0311	0.0315	4.2	0.1	4.0
7	Sam Hilliard	0.0000	0.0646	0.0714	4.4	0.4	4.0
8	Michael Helman	0.0000	0.0350	0.0617	6.8	2.8	4.0
9	Tristan Gray	0.0000	0.0549	0.0492	4.3	0.6	3.7
10	Bryce Teodosio	0.0465	0.0235	0.0106	5.3	2.1	3.3

Marcel

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Chandler Simpson	0.0465	0.0053	0.0000	20.3	2.7	17.6
2	Jake Mangum	0.0465	0.0131	0.0087	15.9	2.2	13.7
3	Chase Meidroth	0.0465	0.0191	0.0131	16.6	3.5	13.1
4	Kyle Stowers	0.0361	0.0574	0.0896	24.7	14.3	10.4
5	Andy Pages	0.0444	0.0588	0.0597	9.9	0.0	9.9
6	Ben Rice	0.0524	0.0688	0.0701	9.7	0.2	9.5
7	Junior Caminero	0.0472	0.0596	0.0930	30.3	21.2	9.0
8	Jo Adell	0.0618	0.0759	0.0976	20.8	11.9	8.9
9	Ben Williamson	0.0465	0.0156	0.0047	12.2	3.5	8.7
10	Liam Hicks	0.0465	0.0144	0.0213	9.6	2.3	7.3

OOPSY

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Elly De La Cruz	0.0757	0.0657	0.0490	18.7	12.3	6.4
2	Oneil Cruz	0.0785	0.0686	0.0662	6.7	1.8	5.0
3	Cam Smith	0.0553	0.0455	0.0294	12.8	8.4	4.4
4	Trent Grisham	0.0544	0.0604	0.0950	23.5	19.6	3.9
5	Alexander Canario	0.0835	0.0660	0.0438	9.3	5.4	3.9
6	Vinnie Pasquantino	0.0430	0.0478	0.0617	12.7	8.9	3.9
7	Marcell Ozuna	0.0850	0.0779	0.0598	15.0	11.2	3.8
8	Cedric Mullins	0.0372	0.0439	0.0525	7.6	3.8	3.7
9	Julio Rodríguez	0.0698	0.0637	0.0637	4.3	0.6	3.7
10	Isaac Paredes	0.0461	0.0535	0.0658	8.6	5.0	3.6

Razzball

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Aaron Judge	0.1173	0.1317	0.1366	11.7	2.7	9.0
2	Shohei Ohtani	0.0920	0.1013	0.1285	25.0	19.1	5.9
3	Shea Langeliers	0.0679	0.0795	0.0809	5.7	0.3	5.4
4	Nolan Schanuel	0.0373	0.0294	0.0283	6.3	1.1	5.1
5	Cal Raleigh	0.0755	0.0823	0.1460	48.2	44.3	4.0
6	Willy Adames	0.0526	0.0592	0.0711	11.3	7.5	3.7
7	Steven Kwan	0.0233	0.0173	0.0191	4.3	0.6	3.7
8	Bryce Teodosio	0.0465	0.0235	0.0106	5.7	2.1	3.6
9	Trevor Story	0.0410	0.0477	0.0571	9.2	5.6	3.6
10	Jackson Chourio	0.0550	0.0501	0.0483	5.2	1.6	3.6

Steamer

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Aaron Judge	0.1253	0.1317	0.1366	8.5	2.7	5.8
2	Nolan Schanuel	0.0405	0.0294	0.0283	6.1	1.1	5.0
3	Jackson Chourio	0.0592	0.0501	0.0483	5.6	1.6	4.0
4	Trevor Story	0.0442	0.0477	0.0571	9.3	5.6	3.7
5	Shohei Ohtani	0.0986	0.1013	0.1285	22.7	19.1	3.6
6	Tyler Soderstrom	0.0725	0.0653	0.0592	7.5	4.3	3.1
7	TJ Friedl	0.0456	0.0392	0.0296	10.1	7.2	2.9
8	Ramón Laureano	0.0476	0.0511	0.0736	13.3	10.6	2.8
9	Alek Thomas	0.0403	0.0322	0.0280	5.2	2.4	2.8
10	Willy Adames	0.0574	0.0592	0.0711	10.3	7.5	2.7

The BAT

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Ben Williamson	0.0465	0.0156	0.0047	12.8	3.5	9.3
2	Brent Rooker	0.1050	0.0963	0.0633	30.1	23.7	6.4
3	Christian Koss	0.0465	0.0230	0.0224	4.9	0.3	4.6
4	Mike Trout	0.1038	0.0964	0.0912	7.8	3.4	4.4
5	Jo Adell	0.0680	0.0759	0.0976	16.2	11.9	4.3
6	Ben Rice	0.0606	0.0688	0.0701	4.3	0.2	4.0
7	Kyle Stowers	0.0484	0.0574	0.0896	18.2	14.3	3.9
8	Ronald Acuña Jr.	0.0551	0.0650	0.0890	13.4	9.5	3.9
9	Sam Haggerty	0.0465	0.0262	0.0157	5.9	2.1	3.8
10	Junior Caminero	0.0534	0.0596	0.0930	24.9	21.2	3.6

The BAT X

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Ben Williamson	0.0465	0.0156	0.0047	12.7	3.5	9.2
2	Kyle Schwarber	0.0936	0.1034	0.1373	30.8	23.8	6.9
3	Steven Kwan	0.0072	0.0173	0.0191	7.4	0.6	6.8
4	Matt Chapman	0.0772	0.0651	0.0633	8.1	1.4	6.6
5	Luis Arraez	0.0019	0.0109	0.0129	6.7	0.8	5.9
6	Nolan Schanuel	0.0155	0.0294	0.0283	6.6	1.1	5.4
7	Nathaniel Lowe	0.0316	0.0399	0.0466	8.5	3.6	4.9
8	Christian Koss	0.0465	0.0230	0.0224	4.8	0.3	4.6
9	James Wood	0.0469	0.0533	0.0816	23.1	18.9	4.3
10	Andrew Vaughn	0.0591	0.0504	0.0420	8.1	4.1	4.0

ZiPS

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Brent Rooker	0.1036	0.0963	0.0633	28.6	23.7	4.9
2	Nick Kurtz	0.0354	0.0446	0.1319	46.9	42.2	4.7
3	Ben Rice	0.0772	0.0688	0.0701	4.0	0.2	3.8
4	Yandy Díaz	0.0307	0.0362	0.0504	12.5	8.7	3.8
5	Paul Goldschmidt	0.0649	0.0595	0.0254	21.4	18.7	2.7
6	Carlos Narváez	0.0307	0.0362	0.0507	8.7	6.1	2.6
7	Joc Pederson	0.0868	0.0780	0.0446	13.1	10.5	2.6
8	Willy Adames	0.0561	0.0592	0.0711	9.9	7.5	2.4
9	Fernando Tatis Jr.	0.0815	0.0777	0.0535	19.7	17.3	2.3
10	Mike Yastrzemski	0.0578	0.0532	0.0452	7.3	5.0	2.3

BABIP

Everybody Missed for BABIP

Player	Actual	ATC	Aggregate	Depth Charts	Marcel	OOPSY	Razzball	Steamer	The BAT	The BAT X	ZiPS
George Springer	0.3333	0.2728 (36.8)	0.2717 (37.4)	0.2725 (39.1)	0.2730 (37.9)	0.2719 (38.1)	0.2655 (39.2)	0.2714 (39.0)	0.2685 (37.6)	0.2773 (32.5)	0.2745 (38.7)
Oneil Cruz	0.2624	0.3230 (31.8)	0.3237 (32.2)	0.3268 (31.8)	0.3277 (33.2)	0.3291 (34.4)	0.3236 (33.8)	0.3310 (34.7)	0.3197 (31.5)	0.3170 (30.0)	0.3225 (28.8)
Brice Turang	0.3546	0.2913 (43.2)	0.2918 (42.8)	0.2969 (41.9)	0.2879 (46.8)	0.2852 (48.0)	0.2917 (40.8)	0.2963 (41.6)	0.2905 (41.8)	0.2914 (41.3)	0.2962 (43.2)
Nick Kurtz	0.3629	0.2796 (41.8)	0.2860 (38.6)	0.3043 (31.5)	0.2891 (38.2)	0.2905 (37.1)	0.2891 (35.6)	0.2891 (38.3)	0.2717 (44.2)	0.2717 (44.3)	0.3133 (27.7)
Harrison Bader	0.3591	0.2788 (41.4)	0.2814 (40.0)	0.2903 (37.4)	0.2785 (42.6)	0.2816 (40.6)	0.2834 (37.4)	0.2875 (38.2)	0.2708 (43.9)	0.2743 (42.2)	0.2935 (36.4)
Matt Olson	0.3325	0.2844 (36.5)	0.2833 (37.2)	0.2861 (38.0)	0.2913 (33.0)	0.2839 (37.8)	0.2827 (35.4)	0.2877 (35.9)	0.2829 (35.5)	0.2782 (38.9)	0.2831 (40.9)
Aaron Judge	0.3761	0.3206 (39.2)	0.3169 (41.7)	0.3163 (44.7)	0.3333 (32.0)	0.3321 (32.3)	0.3034 (48.7)	0.3109 (47.5)	0.3144 (41.4)	0.3148 (41.3)	0.3225 (41.3)
Jonathan Aranda	0.4087	0.3057 (44.4)	0.3074 (43.7)	0.3220 (39.1)	0.2825 (55.1)	0.3096 (43.3)	0.3098 (41.4)	0.3169 (40.7)	0.2933 (48.4)	0.2924 (48.9)	0.3245 (38.5)
Matt Wallner	0.2277	0.3260 (37.7)	0.3213 (35.8)	0.3305 (38.0)	0.3333 (39.7)	0.3290 (38.3)	0.3171 (35.4)	0.3211 (34.8)	0.3132 (33.8)	0.3025 (29.5)	0.3407 (41.5)
Pete Alonso	0.3048	0.2599 (33.4)	0.2613 (32.4)	0.2640 (33.2)	0.2589 (35.7)	0.2664 (29.8)	0.2559 (34.0)	0.2585 (36.2)	0.2601 (31.3)	0.2609 (30.8)	0.2670 (31.9)
Will Smith	0.3448	0.2741 (31.8)	0.2728 (32.3)	0.2727 (34.0)	0.2779 (31.1)	0.2713 (33.6)	0.2649 (34.4)	0.2693 (35.0)	0.2732 (30.9)	0.2828 (26.8)	0.2742 (33.9)
Eugenio Suárez	0.2429	0.2950 (32.8)	0.2941 (32.3)	0.2977 (32.1)	0.3049 (37.9)	0.2945 (31.6)	0.2927 (33.4)	0.2978 (33.0)	0.2909 (32.0)	0.2925 (33.0)	0.2953 (29.8)
Tyler Soderstrom	0.3275	0.2725 (35.7)	0.2725 (35.6)	0.2673 (41.2)	0.2709 (38.0)	0.2813 (31.0)	0.2631 (39.6)	0.2705 (38.5)	0.2759 (31.7)	0.2804 (29.0)	0.2643 (43.9)

Individual Misses for BABIP

ATC

Rank	Player	Proj	Actual	Error
1	Hunter Goodman	0.2771	0.3315	32.8
2	Kyle Stowers	0.2913	0.3543	29.8
3	Otto Lopez	0.3165	0.2644	29.6
4	Pavin Smith	0.2760	0.3741	28.9
5	Roman Anthony	0.3139	0.4036	27.9
6	Ryan Jeffers	0.2655	0.3225	27.5
7	Lourdes Gurriel Jr.	0.3060	0.2536	27.4

Aggregate

Rank	Player	Proj	Actual	Error
1	Otto Lopez	0.3173	0.2644	30.1
2	Hunter Goodman	0.2817	0.3315	30.0
3	Kyle Stowers	0.2938	0.3543	28.6
4	Dillon Dingler	0.2864	0.3439	28.0
5	Roman Anthony	0.3140	0.4036	27.8
6	Lourdes Gurriel Jr.	0.3058	0.2536	27.3
7	Pavin Smith	0.2842	0.3741	26.5

Depth Charts

Rank	Player	Proj	Actual	Error
1	Hunter Goodman	0.2793	0.3315	33.7
2	Sam Haggerty	0.5000	0.3120	33.1
3	Jakob Marsee	0.2222	0.3567	32.9
4	Otto Lopez	0.3256	0.2644	32.8
5	Michael Harris II	0.3303	0.2785	29.4
6	Josh Lowe	0.3439	0.2724	28.5
7	Jeremy Peña	0.2998	0.3446	27.5

Marcel

Rank	Player	Proj	Actual	Error
1	Hunter Goodman	0.2512	0.3315	49.0
2	Jordan Beck	0.2896	0.3504	38.3
3	Seiya Suzuki	0.3433	0.2820	37.1
4	Roman Anthony	0.2891	0.4036	36.0
5	Pavin Smith	0.2618	0.3741	33.6
6	Dillon Dingler	0.2785	0.3439	32.7
7	Luis Arraez	0.3333	0.2836	30.6

OOPSY

Rank	Player	Proj	Actual	Error
1	Dillon Dingler	0.2833	0.3439	30.1
2	Hunter Goodman	0.2839	0.3315	29.6
3	Jordan Beck	0.3043	0.3504	29.2
4	Junior Caminero	0.3075	0.2597	29.0
5	Salvador Perez	0.2974	0.2489	28.9
6	Roman Anthony	0.3142	0.4036	28.2
7	Michael Harris II	0.3259	0.2785	28.1

Razzball

Rank	Player	Proj	Actual	Error
1	Hunter Goodman	0.2723	0.3315	33.7
2	Otto Lopez	0.3197	0.2644	33.4
3	Kyle Stowers	0.2907	0.3543	28.7
4	Dillon Dingler	0.2822	0.3439	28.5
5	Roman Anthony	0.3105	0.4036	27.9
6	Lourdes Gurriel Jr.	0.3031	0.2536	27.5
7	Ryan Jeffers	0.2624	0.3225	27.4

Steamer

Rank	Player	Proj	Actual	Error
1	Hunter Goodman	0.2734	0.3315	36.3
2	Cam Smith	0.2513	0.3199	36.1
3	Otto Lopez	0.3261	0.2644	33.8
4	Kyle Stowers	0.2946	0.3543	29.4
5	Dillon Dingler	0.2887	0.3439	28.1
6	Ryan Jeffers	0.2672	0.3225	27.8
7	Salvador Perez	0.2966	0.2489	27.6

The BAT

Rank	Player	Proj	Actual	Error
1	Kyle Stowers	0.2847	0.3543	31.5
2	Lourdes Gurriel Jr.	0.3076	0.2536	29.9
3	Pavin Smith	0.2723	0.3741	29.1
4	Roman Anthony	0.3084	0.4036	28.6
5	Dillon Dingler	0.2827	0.3439	28.4
6	Taylor Ward	0.2986	0.2567	28.3
7	Hunter Goodman	0.2850	0.3315	26.5

The BAT X

Rank	Player	Proj	Actual	Error
1	Taylor Ward	0.3003	0.2567	29.3
2	Otto Lopez	0.3130	0.2644	29.1
3	Kyle Stowers	0.2909	0.3543	28.7
4	Roman Anthony	0.3083	0.4036	28.7
5	Lourdes Gurriel Jr.	0.3052	0.2536	28.5
6	Pavin Smith	0.2764	0.3741	28.0
7	TJ Friedl	0.2573	0.2985	27.8

ZiPS

Rank	Player	Proj	Actual	Error
1	Michael Harris II	0.3376	0.2785	33.3
2	Josh Lowe	0.3542	0.2724	32.5
3	Otto Lopez	0.3256	0.2644	32.1
4	Dillon Dingler	0.2887	0.3439	29.3
5	Hunter Goodman	0.2882	0.3315	29.2
6	Jeremy Peña	0.2982	0.3446	29.0
7	Ryan Jeffers	0.2706	0.3225	27.4

Most Unique Misses for BABIP

Players where this system’s error exceeded Aggregate’s error by the largest margin.

ATC

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Ryan Ritter	0.2891	0.3185	0.3385	10.7	4.6	6.1
2	Mickey Moniak	0.2874	0.3002	0.3069	10.0	4.1	6.0
3	Tyler Freeman	0.2812	0.2943	0.3152	15.5	9.8	5.7
4	Cody Freeman	0.2891	0.2520	0.2447	5.1	0.6	4.5
5	Matt McLain	0.3253	0.3181	0.2896	19.4	15.2	4.1
6	Dane Myers	0.3336	0.3216	0.2933	12.7	8.7	4.0
7	Nick Kurtz	0.2796	0.2860	0.3629	41.8	38.6	3.2
8	Ben Williamson	0.2891	0.2997	0.3224	10.5	7.3	3.1
9	Nolan Jones	0.3345	0.3267	0.2905	16.8	13.8	3.1
10	Drew Gilbert	0.2891	0.2619	0.2051	8.9	6.0	3.0

Depth Charts

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Sam Haggerty	0.5000	0.2995	0.3120	33.1	2.7	30.5
2	Jakob Marsee	0.2222	0.2635	0.3567	32.9	22.3	10.6
3	Cooper Hummel	0.3750	0.2846	0.2182	15.8	6.7	9.1
4	Ryan Ritter	0.2891	0.3185	0.3385	11.4	4.6	6.9
5	Reese McGuire	0.3333	0.2819	0.2100	16.4	9.8	6.7
6	Jahmai Jones	0.2500	0.2872	0.3333	13.4	7.2	6.2
7	Cam Smith	0.2725	0.2808	0.3199	26.3	20.3	6.0
8	Edgar Quero	0.2692	0.2801	0.3196	22.7	16.8	5.9
9	Tyler Soderstrom	0.2673	0.2725	0.3275	41.2	35.6	5.6
10	Tristan Gray	0.2000	0.2612	0.2586	5.6	0.0	5.5

Marcel

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Jose Altuve	0.3291	0.2966	0.2826	27.6	7.7	19.8
2	Hunter Goodman	0.2512	0.2817	0.3315	49.0	30.0	18.9
3	Jordan Beck	0.2896	0.3170	0.3504	38.3	20.9	17.4
4	Miguel Vargas	0.2291	0.2686	0.2609	20.6	3.2	17.4
5	Tyler Freeman	0.2560	0.2943	0.3152	27.2	9.8	17.4
6	Seiya Suzuki	0.3433	0.3199	0.2820	37.1	23.3	13.8
7	Nick Allen	0.2524	0.2821	0.2898	17.4	4.1	13.3
8	Brent Rooker	0.3290	0.3078	0.3018	16.0	2.7	13.3
9	Alek Thomas	0.2654	0.2909	0.3173	26.4	13.4	13.0
10	Jasson Domínguez	0.2745	0.3025	0.3385	29.3	16.3	13.0

OOPSY

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Cal Raleigh	0.2743	0.2583	0.2479	16.2	5.8	10.3
2	Kyle Schwarber	0.2788	0.2632	0.2528	16.2	5.9	10.3
3	Jordan Beck	0.3043	0.3170	0.3504	29.2	20.9	8.3
4	Tyler Freeman	0.2778	0.2943	0.3152	17.5	9.8	7.7
5	Nathaniel Lowe	0.3306	0.3172	0.2853	25.4	18.1	7.3
6	Riley Greene	0.3436	0.3312	0.3234	11.0	3.7	7.2
7	Julio Rodríguez	0.3393	0.3283	0.3021	23.9	17.1	6.8
8	Willy Adames	0.2987	0.2875	0.2628	22.2	15.5	6.7
9	Jo Adell	0.2905	0.2782	0.2544	18.7	12.4	6.2
10	Jackson Chourio	0.2987	0.3078	0.3068	6.8	0.6	6.2

Razzball

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Elly De La Cruz	0.3228	0.3377	0.3372	9.4	1.2	8.2
2	Shohei Ohtani	0.2996	0.3130	0.3137	9.5	2.1	7.4
3	Aaron Judge	0.3034	0.3169	0.3761	48.7	41.7	7.0
4	Gunnar Henderson	0.2999	0.3119	0.3294	18.6	12.8	5.7
5	Heliot Ramos	0.2991	0.3116	0.3087	6.0	0.5	5.5
6	James Wood	0.3269	0.3379	0.3496	15.0	9.5	5.5
7	Jeff McNeil	0.2905	0.2821	0.2515	18.5	13.1	5.3
8	Juan Soto	0.2939	0.2900	0.2691	18.4	13.4	5.0
9	Heriberto Hernández	0.2660	0.2852	0.3353	20.1	15.3	4.7
10	Edgar Quero	0.2653	0.2801	0.3196	21.5	16.8	4.7

Steamer

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Cam Smith	0.2513	0.2808	0.3199	36.1	20.3	15.8
2	Elly De La Cruz	0.3285	0.3377	0.3372	9.4	1.2	8.2
3	Hunter Goodman	0.2734	0.2817	0.3315	36.3	30.0	6.3
4	Shohei Ohtani	0.3070	0.3130	0.3137	8.2	2.1	6.2
5	Aaron Judge	0.3109	0.3169	0.3761	47.5	41.7	5.8
6	Jung Hoo Lee	0.3093	0.2977	0.2907	8.6	3.0	5.6
7	Jackson Chourio	0.3015	0.3078	0.3068	5.9	0.6	5.3
8	Jeff McNeil	0.2957	0.2821	0.2515	18.2	13.1	5.1
9	Gunnar Henderson	0.3071	0.3119	0.3294	17.6	12.8	4.8
10	Heliot Ramos	0.3059	0.3116	0.3087	5.3	0.5	4.7

The BAT

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Luis Arraez	0.3195	0.3139	0.2836	24.7	19.0	5.7
2	Nick Kurtz	0.2717	0.2860	0.3629	44.2	38.6	5.6
3	Ryan Ritter	0.2891	0.3185	0.3385	10.1	4.6	5.5
4	Miguel Vargas	0.2746	0.2686	0.2609	8.2	3.2	5.0
5	Cody Freeman	0.2891	0.2520	0.2447	5.5	0.6	4.8
6	Jonathan Aranda	0.2933	0.3074	0.4087	48.4	43.7	4.8
7	Heliot Ramos	0.3156	0.3116	0.3087	5.3	0.5	4.7
8	Agustín Ramírez	0.2790	0.2739	0.2531	15.5	10.9	4.6
9	Ernie Clement	0.2591	0.2695	0.2916	18.7	14.2	4.5
10	Julio Rodríguez	0.3315	0.3283	0.3021	21.3	17.1	4.2

The BAT X

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Geraldo Perdomo	0.2647	0.2787	0.2982	23.8	15.6	8.1
2	Brenton Doyle	0.3259	0.3162	0.2873	21.1	14.4	6.7
3	Anthony Volpe	0.2937	0.2860	0.2500	26.4	20.2	6.2
4	Yandy Díaz	0.3004	0.3126	0.3185	11.4	5.2	6.2
5	Sal Frelick	0.2813	0.2938	0.3125	18.2	12.4	5.8
6	Nick Kurtz	0.2717	0.2860	0.3629	44.3	38.6	5.7
7	Jackson Chourio	0.3168	0.3078	0.3068	6.3	0.6	5.6
8	Ryan Ritter	0.2891	0.3185	0.3385	10.1	4.6	5.5
9	Spencer Horwitz	0.2934	0.3087	0.3132	7.9	2.7	5.2
10	Jonathan Aranda	0.2924	0.3074	0.4087	48.9	43.7	5.2

ZiPS

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Kyle Tucker	0.2712	0.2815	0.2803	9.7	0.6	9.1
2	Vinnie Pasquantino	0.2634	0.2717	0.2710	10.1	1.0	9.1
3	Josh Lowe	0.3542	0.3289	0.2724	32.5	23.6	8.8
4	Brent Rooker	0.3250	0.3078	0.3018	11.2	2.7	8.5
5	Tyler Soderstrom	0.2643	0.2725	0.3275	43.9	35.6	8.2
6	Jarren Duran	0.3183	0.3237	0.3257	10.1	2.9	7.2
7	Michael Harris II	0.3376	0.3213	0.2785	33.3	26.1	7.2
8	Jordan Walker	0.2898	0.3016	0.3103	11.0	4.3	6.6
9	Caleb Durbin	0.2500	0.2574	0.2634	10.4	4.1	6.3
10	José Ramírez	0.2662	0.2705	0.2788	13.2	7.0	6.2

Single Rate

Everybody Missed for Single Rate

Player	Actual	ATC	Aggregate	Depth Charts	Marcel	OOPSY	Razzball	Steamer	The BAT	The BAT X	ZiPS
Brice Turang	0.2837	0.2271 (37.1)	0.2278 (36.4)	0.2328 (35.3)	0.2323 (34.3)	0.2247 (38.5)	0.2260 (35.7)	0.2291 (37.1)	0.2258 (36.9)	0.2271 (36.1)	0.2346 (33.7)
Seiya Suzuki	0.1932	0.2401 (30.6)	0.2377 (29.4)	0.2388 (28.0)	0.2507 (37.0)	0.2414 (31.7)	0.2333 (28.4)	0.2365 (27.1)	0.2379 (30.4)	0.2330 (27.1)	0.2418 (30.3)
Salvador Perez	0.1704	0.2250 (35.1)	0.2259 (36.0)	0.2328 (38.3)	0.2292 (37.3)	0.2296 (38.3)	0.2324 (42.1)	0.2320 (38.4)	0.2189 (32.3)	0.2109 (27.2)	0.2322 (38.3)
Dillon Dingler	0.2707	0.2136 (26.7)	0.2099 (28.2)	0.2153 (27.2)	0.1899 (38.2)	0.2098 (28.3)	0.2093 (27.1)	0.2103 (29.1)	0.2058 (29.5)	0.2110 (27.1)	0.2092 (29.8)
Jonathan Aranda	0.3214	0.2309 (38.1)	0.2327 (37.1)	0.2458 (33.0)	0.2034 (50.1)	0.2392 (34.4)	0.2270 (38.3)	0.2425 (34.0)	0.2190 (42.4)	0.2176 (43.0)	0.2528 (29.8)
Matt Wallner	0.1337	0.2233 (35.2)	0.2203 (34.3)	0.2218 (33.5)	0.2295 (37.3)	0.2227 (35.1)	0.2191 (34.9)	0.2229 (34.3)	0.2197 (34.5)	0.2113 (31.2)	0.2234 (34.4)
Eugenio Suárez	0.1629	0.2202 (37.8)	0.2189 (37.3)	0.2225 (37.5)	0.2287 (42.8)	0.2162 (35.5)	0.2263 (44.0)	0.2224 (38.0)	0.2159 (36.1)	0.2147 (35.3)	0.2164 (33.8)
Taylor Ward	0.1684	0.2239 (36.9)	0.2247 (37.8)	0.2260 (36.4)	0.2297 (40.2)	0.2246 (37.6)	0.2244 (39.5)	0.2266 (37.5)	0.2245 (38.4)	0.2244 (38.4)	0.2244 (35.8)

Individual Misses for Single Rate

ATC

Rank	Player	Proj	Actual	Error
1	Anthony Volpe	0.2092	0.1553	32.3
2	Pete Crow-Armstrong	0.2246	0.1749	32.3
3	Harrison Bader	0.2119	0.2752	31.6
4	J.P. Crawford	0.2135	0.2596	30.0
5	Hunter Goodman	0.1880	0.2396	29.7
6	Jake Meyers	0.2130	0.2888	28.8
7	TJ Friedl	0.2040	0.2462	28.7
8	Aaron Judge	0.2397	0.2806	27.7
9	Trent Grisham	0.1753	0.2222	27.2
10	Teoscar Hernández	0.2469	0.1983	26.6

Aggregate

Rank	Player	Proj	Actual	Error
1	Pete Crow-Armstrong	0.2236	0.1749	32.0
2	Harrison Bader	0.2113	0.2752	31.6
3	Anthony Volpe	0.2064	0.1553	30.9
4	Aaron Judge	0.2348	0.2806	30.6
5	J.P. Crawford	0.2134	0.2596	29.7
6	Trevor Story	0.2141	0.2591	28.9
7	TJ Friedl	0.2050	0.2462	27.7
8	Jake Meyers	0.2165	0.2888	27.3
9	George Springer	0.2096	0.2568	27.2
10	Will Smith	0.2018	0.2644	27.0

Depth Charts

Rank	Player	Proj	Actual	Error
1	Sam Haggerty	0.5000	0.2320	48.3
2	Trevor Story	0.2033	0.2591	38.2
3	Trent Grisham	0.1701	0.2222	31.8
4	Aaron Judge	0.2380	0.2806	30.7
5	Hunter Goodman	0.1892	0.2396	30.7
6	Pete Crow-Armstrong	0.2243	0.1749	30.2
7	Harrison Bader	0.2177	0.2752	30.1
8	George Springer	0.2108	0.2568	28.5
9	Anthony Volpe	0.2054	0.1553	28.3
10	Will Smith	0.2030	0.2644	27.9

Marcel

Rank	Player	Proj	Actual	Error
1	Hunter Goodman	0.1724	0.2396	39.2
2	Anthony Volpe	0.2129	0.1553	34.0
3	J.P. Crawford	0.2114	0.2596	32.0
4	Jake Meyers	0.2063	0.2888	31.7
5	Trent Grisham	0.1691	0.2222	31.2
6	Harrison Bader	0.2152	0.2752	30.4
7	Jake Mangum	0.2184	0.2882	30.1
8	Luis Arraez	0.2722	0.2279	29.5
9	Brent Rooker	0.2476	0.2050	29.3
10	Bo Naylor	0.1992	0.1294	28.6

OOPSY

Rank	Player	Proj	Actual	Error
1	Harrison Bader	0.2100	0.2752	32.3
2	Hunter Goodman	0.1864	0.2396	30.5
3	Trevor Story	0.2132	0.2591	29.6
4	Bo Naylor	0.2002	0.1294	29.5
5	Pete Crow-Armstrong	0.2189	0.1749	28.8
6	TJ Friedl	0.2046	0.2462	28.1
7	George Springer	0.2087	0.2568	27.8
8	Nathaniel Lowe	0.2589	0.2147	27.3
9	J.P. Crawford	0.2174	0.2596	27.2
10	Anthony Volpe	0.2002	0.1553	27.1

Razzball

Rank	Player	Proj	Actual	Error
1	J.P. Crawford	0.1966	0.2596	38.8
2	Aaron Judge	0.2219	0.2806	37.4
3	Pete Crow-Armstrong	0.2215	0.1749	32.4
4	Will Smith	0.1869	0.2644	32.2
5	Harrison Bader	0.2077	0.2752	32.0
6	George Springer	0.1987	0.2568	32.0
7	Andy Pages	0.1940	0.2424	27.9
8	Anthony Volpe	0.1977	0.1553	27.4
9	Jake Meyers	0.2142	0.2888	27.1
10	Dominic Canzone	0.1857	0.2898	27.0

Steamer

Rank	Player	Proj	Actual	Error
1	Trevor Story	0.2091	0.2591	33.8
2	Aaron Judge	0.2351	0.2806	32.1
3	Hunter Goodman	0.1873	0.2396	31.3
4	Anthony Volpe	0.2089	0.1553	30.9
5	Harrison Bader	0.2153	0.2752	30.8
6	Will Smith	0.1999	0.2644	28.8
7	J.P. Crawford	0.2178	0.2596	28.4
8	George Springer	0.2112	0.2568	27.7
9	Pete Crow-Armstrong	0.2189	0.1749	27.3
10	Bo Naylor	0.1958	0.1294	26.8

The BAT

Rank	Player	Proj	Actual	Error
1	Harrison Bader	0.2042	0.2752	34.6
2	Pete Crow-Armstrong	0.2234	0.1749	32.6
3	Anthony Volpe	0.2076	0.1553	32.4
4	Aaron Judge	0.2343	0.2806	30.1
5	TJ Friedl	0.2009	0.2462	29.7
6	Jake Meyers	0.2119	0.2888	28.6
7	Bo Naylor	0.1946	0.1294	27.8
8	Teoscar Hernández	0.2471	0.1983	27.7
9	Ryan O'Hearn	0.2149	0.2670	27.3
10	Trent Grisham	0.1740	0.2222	26.9

The BAT X

Rank	Player	Proj	Actual	Error
1	Anthony Volpe	0.2201	0.1553	39.8
2	Pete Crow-Armstrong	0.2287	0.1749	36.0
3	Harrison Bader	0.2057	0.2752	33.8
4	Aaron Judge	0.2290	0.2806	33.7
5	J.P. Crawford	0.2124	0.2596	29.7
6	TJ Friedl	0.2012	0.2462	29.5
7	Ryan O'Hearn	0.2137	0.2670	28.0
8	Jake Meyers	0.2157	0.2888	27.1
9	Bo Naylor	0.1920	0.1294	26.7
10	Jake Mangum	0.2252	0.2882	26.2

ZiPS

Rank	Player	Proj	Actual	Error
1	Trevor Story	0.2032	0.2591	37.9
2	Pete Crow-Armstrong	0.2297	0.1749	34.1
3	Nathaniel Lowe	0.2709	0.2147	33.0
4	Trent Grisham	0.1680	0.2222	32.7
5	Teoscar Hernández	0.2583	0.1983	31.7
6	Hunter Goodman	0.1875	0.2396	31.3
7	Aaron Judge	0.2378	0.2806	30.4
8	Michael A. Taylor	0.2475	0.1593	28.0
9	J.P. Crawford	0.2191	0.2596	27.8
10	George Springer	0.2120	0.2568	27.5

Most Unique Misses for Single Rate

Players where this system’s error exceeded Aggregate’s error by the largest margin.

ATC

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Nick Kurtz	0.2058	0.2170	0.2447	18.9	13.2	5.8
2	Tyler Freeman	0.2158	0.2268	0.2485	13.9	9.0	4.9
3	Ryan Ritter	0.2184	0.2413	0.2462	5.7	0.8	4.8
4	Jahmai Jones	0.2461	0.2143	0.2000	6.9	2.3	4.7
5	Kyle Karros	0.2184	0.2443	0.2680	7.7	3.6	4.1
6	Hunter Goodman	0.1880	0.1933	0.2396	29.7	26.4	3.4
7	Zach McKinstry	0.1988	0.2044	0.2119	6.6	3.5	3.2
8	Mike Trout	0.2130	0.2178	0.2510	21.0	18.0	3.0
9	Kameron Misner	0.2304	0.2103	0.2143	3.5	0.7	2.8
10	Pavin Smith	0.2062	0.2148	0.2517	13.0	10.4	2.6

Depth Charts

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Sam Haggerty	0.5000	0.2213	0.2320	48.3	1.8	46.5
2	Trevor Story	0.2033	0.2141	0.2591	38.2	28.9	9.3
3	Heriberto Hernández	0.1818	0.2039	0.2601	23.8	16.3	7.5
4	Trent Grisham	0.1701	0.1772	0.2222	31.8	25.7	6.1
5	Riley Adams	0.1928	0.2093	0.2276	10.7	5.0	5.7
6	Ryan Ritter	0.2184	0.2413	0.2462	6.3	0.8	5.4
7	Spencer Torkelson	0.1875	0.1925	0.2065	14.0	8.6	5.4
8	Caleb Durbin	0.1846	0.1918	0.1995	8.9	3.5	5.3
9	Angel Martínez	0.2206	0.2071	0.1916	12.8	7.8	4.9
10	Jahmai Jones	0.2500	0.2143	0.2000	7.1	2.3	4.9

Marcel

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Chandler Simpson	0.2184	0.2533	0.2751	25.3	9.3	16.0
2	Jose Altuve	0.2532	0.2285	0.2283	15.9	0.6	15.2
3	Brent Rooker	0.2476	0.2270	0.2050	29.3	15.9	13.4
4	Jonathan Aranda	0.2034	0.2327	0.3214	50.1	37.1	12.9
5	Tyler Freeman	0.1980	0.2268	0.2485	21.9	9.0	12.9
6	Hunter Goodman	0.1724	0.1933	0.2396	39.2	26.4	12.9
7	Luis Arraez	0.2722	0.2533	0.2279	29.5	17.6	11.8
8	Victor Scott II	0.1872	0.2110	0.2203	15.6	4.0	11.7
9	Jasson Domínguez	0.2092	0.2321	0.2654	24.4	14.0	10.4
10	Dillon Dingler	0.1899	0.2099	0.2707	38.2	28.2	10.0

OOPSY

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Cal Raleigh	0.1971	0.1849	0.1795	12.8	4.3	8.5
2	Jordan Beck	0.2205	0.2330	0.2593	22.4	15.0	7.5
3	Tyler Freeman	0.2130	0.2268	0.2485	14.9	9.0	5.9
4	Julio Rodríguez	0.2613	0.2537	0.2277	24.3	19.0	5.3
5	Riley Greene	0.2538	0.2461	0.2364	11.8	6.8	5.0
6	CJ Abrams	0.2155	0.2081	0.2045	7.3	2.7	4.6
7	Nathaniel Lowe	0.2589	0.2512	0.2147	27.3	22.7	4.6
8	Hyeseong Kim	0.2184	0.2442	0.3271	18.4	14.0	4.4
9	Brent Rooker	0.2332	0.2270	0.2050	20.2	15.9	4.3
10	Hunter Goodman	0.1864	0.1933	0.2396	30.5	26.4	4.1

Razzball

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Elly De La Cruz	0.2143	0.2323	0.2482	21.2	10.6	10.6
2	Matt McLain	0.2047	0.2250	0.2358	15.9	5.8	10.1
3	Bo Bichette	0.2272	0.2453	0.2479	10.7	1.2	9.6
4	Vladimir Guerrero Jr.	0.2116	0.2284	0.2416	18.0	8.5	9.5
5	J.P. Crawford	0.1966	0.2134	0.2596	38.8	29.7	9.1
6	Mickey Moniak	0.2322	0.2171	0.2145	9.8	1.5	8.3
7	Spencer Steer	0.1794	0.1958	0.2127	16.9	9.2	7.7
8	Shohei Ohtani	0.2068	0.2199	0.2225	8.8	1.4	7.4
9	Matt Chapman	0.2140	0.2036	0.1897	14.9	7.8	7.1
10	Chase Meidroth	0.2113	0.2282	0.2493	17.4	10.3	7.1

Steamer

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Cam Smith	0.2008	0.2185	0.2391	19.7	9.8	9.9
2	Heliot Ramos	0.2278	0.2347	0.2528	18.5	12.0	6.5
3	Hunter Goodman	0.1873	0.1933	0.2396	31.3	26.4	4.9
4	Trevor Story	0.2091	0.2141	0.2591	33.8	28.9	4.9
5	Jung Hoo Lee	0.2317	0.2218	0.2021	17.2	12.7	4.6
6	Elly De La Cruz	0.2283	0.2323	0.2482	15.2	10.6	4.5
7	Cedric Mullins	0.2108	0.1999	0.1726	18.1	13.9	4.2
8	Jeff McNeil	0.2256	0.2146	0.1746	22.8	18.8	4.0
9	Joc Pederson	0.2253	0.2112	0.1451	24.0	20.5	3.6
10	Brady House	0.2194	0.2295	0.2500	8.9	5.4	3.4

The BAT

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Jarren Duran	0.2279	0.2185	0.2027	18.9	11.5	7.4
2	Nick Kurtz	0.2037	0.2170	0.2447	19.1	13.2	5.9
3	Jonathan Aranda	0.2190	0.2327	0.3214	42.4	37.1	5.3
4	Luis Arraez	0.2592	0.2533	0.2279	22.4	17.6	4.8
5	Chandler Simpson	0.2417	0.2533	0.2751	13.9	9.3	4.6
6	Ryan Ritter	0.2184	0.2413	0.2462	5.3	0.8	4.5
7	James Wood	0.2483	0.2431	0.2407	6.6	2.2	4.4
8	Bryan Reynolds	0.2406	0.2354	0.2170	16.7	12.6	4.1
9	Agustín Ramírez	0.2102	0.2045	0.1695	24.9	20.9	4.0
10	Kyle Karros	0.2184	0.2443	0.2680	7.4	3.6	3.8

The BAT X

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Anthony Volpe	0.2201	0.2064	0.1553	39.8	30.9	8.9
2	Jarren Duran	0.2279	0.2185	0.2027	18.8	11.5	7.3
3	Nick Kurtz	0.2037	0.2170	0.2447	19.2	13.2	6.0
4	Jonathan Aranda	0.2176	0.2327	0.3214	43.0	37.1	5.8
5	James Wood	0.2501	0.2431	0.2407	7.8	2.2	5.6
6	Joey Ortiz	0.2208	0.2116	0.2076	7.7	2.4	5.3
7	Angel Martínez	0.2159	0.2071	0.1916	12.7	7.8	4.8
8	Maikel Garcia	0.2373	0.2313	0.2187	13.7	8.9	4.8
9	Chandler Simpson	0.2417	0.2533	0.2751	13.9	9.3	4.6
10	Jackson Chourio	0.2356	0.2289	0.2126	14.7	10.1	4.6

ZiPS

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Vinnie Pasquantino	0.1816	0.1950	0.2012	14.8	3.7	11.0
2	Nathaniel Lowe	0.2709	0.2512	0.2147	33.0	22.7	10.3
3	Lars Nootbaar	0.1973	0.2100	0.2126	10.1	1.1	9.0
4	Trevor Story	0.2032	0.2141	0.2591	37.9	28.9	8.9
5	Jacob Wilson	0.2099	0.2235	0.2563	25.3	16.8	8.5
6	Matt Olson	0.1974	0.2055	0.2311	25.9	18.0	7.8
7	Brent Rooker	0.2406	0.2270	0.2050	23.5	15.9	7.6
8	Josh Lowe	0.2535	0.2341	0.1900	26.7	19.5	7.3
9	Trent Grisham	0.1680	0.1772	0.2222	32.7	25.7	6.9
10	Kyle Tucker	0.1977	0.2065	0.2071	6.8	0.1	6.7

Double Rate

Everybody Missed for Double Rate

Player	Actual	ATC	Aggregate	Depth Charts	Marcel	OOPSY	Razzball	Steamer	The BAT	The BAT X	ZiPS
Pete Crow-Armstrong	0.0875	0.0617 (17.9)	0.0622 (17.7)	0.0633 (17.5)	0.0540 (23.4)	0.0655 (16.3)	0.0566 (21.4)	0.0642 (16.6)	0.0649 (15.1)	0.0589 (19.0)	0.0640 (17.6)
Nick Kurtz	0.1097	0.0718 (19.4)	0.0654 (22.7)	0.0435 (33.8)	0.0654 (23.0)	0.0669 (22.5)	0.0654 (22.7)	0.0654 (22.8)	0.0625 (23.4)	0.0626 (23.4)	0.0633 (24.5)
Pavin Smith	0.1156	0.0654 (15.0)	0.0642 (15.4)	0.0664 (15.0)	0.0628 (16.0)	0.0673 (14.8)	0.0576 (17.3)	0.0679 (14.4)	0.0636 (15.2)	0.0656 (14.6)	0.0619 (16.5)
Bryan Reynolds	0.0948	0.0677 (18.9)	0.0677 (19.1)	0.0652 (21.2)	0.0641 (21.8)	0.0661 (20.8)	0.0690 (18.3)	0.0678 (19.2)	0.0667 (18.8)	0.0713 (15.9)	0.0649 (21.9)
James Wood	0.1089	0.0837 (18.6)	0.0843 (18.4)	0.0862 (17.6)	0.0702 (28.5)	0.0843 (19.1)	0.0866 (16.9)	0.0813 (20.6)	0.0844 (17.3)	0.0805 (20.1)	0.0890 (16.2)
Pete Alonso	0.0947	0.0632 (23.7)	0.0637 (23.5)	0.0660 (22.4)	0.0654 (22.7)	0.0693 (20.3)	0.0578 (27.7)	0.0624 (24.6)	0.0605 (24.7)	0.0647 (21.9)	0.0681 (21.5)
Trent Grisham	0.0278	0.0700 (23.4)	0.0707 (23.7)	0.0748 (25.7)	0.0773 (27.2)	0.0700 (22.7)	0.0788 (28.4)	0.0700 (23.1)	0.0634 (20.3)	0.0645 (20.9)	0.0779 (27.0)

Individual Misses for Double Rate

ATC

Rank	Player	Proj	Actual	Error
1	Michael A. Taylor	0.0561	0.1099	18.1
2	Jakob Marsee	0.0409	0.1146	17.7
3	Matt Olson	0.0753	0.0967	16.8
4	Bobby Witt Jr.	0.0749	0.0975	16.8
5	Mookie Betts	0.0722	0.0450	16.8
6	Jackson Holliday	0.0757	0.0488	16.2
7	Matt McLain	0.0828	0.0537	15.7
8	Bo Bichette	0.0699	0.0924	15.4
9	Ozzie Albies	0.0710	0.0462	15.3
10	Shea Langeliers	0.0649	0.0909	14.6

Aggregate

Rank	Player	Proj	Actual	Error
1	Michael A. Taylor	0.0576	0.1099	17.7
2	Matt Olson	0.0747	0.0967	17.4
3	Mookie Betts	0.0729	0.0450	17.1
4	Bobby Witt Jr.	0.0751	0.0975	16.8
5	Jackson Holliday	0.0759	0.0488	16.2
6	Matt McLain	0.0837	0.0537	16.1
7	Ozzie Albies	0.0709	0.0462	15.1
8	Jakob Marsee	0.0525	0.1146	15.0
9	Bo Bichette	0.0706	0.0924	15.0
10	Luis Robert Jr.	0.0816	0.0456	14.6

Depth Charts

Rank	Player	Proj	Actual	Error
1	Jakob Marsee	0.0000	0.1146	27.5
2	Michael A. Taylor	0.0511	0.1099	20.0
3	Jahmai Jones	0.0000	0.1222	18.8
4	Corbin Carroll	0.0596	0.0833	17.0
5	Jackson Holliday	0.0777	0.0488	16.9
6	Mookie Betts	0.0733	0.0450	16.9
7	Willy Adames	0.0835	0.0561	16.9
8	Bobby Witt Jr.	0.0761	0.0975	16.6
9	Tyler Soderstrom	0.0627	0.0856	16.1
10	Ozzie Albies	0.0729	0.0462	15.9

Marcel

Rank	Player	Proj	Actual	Error
1	Mookie Betts	0.0793	0.0450	21.0
2	Michael A. Taylor	0.0526	0.1099	19.5
3	Bobby Witt Jr.	0.0735	0.0975	18.3
4	Tyler Soderstrom	0.0591	0.0856	18.2
5	Matt McLain	0.0872	0.0537	17.8
6	Ozzie Albies	0.0747	0.0462	17.2
7	Corbin Carroll	0.0616	0.0833	15.7
8	Wilmer Flores	0.0675	0.0314	15.4
9	Shea Langeliers	0.0649	0.0909	15.0
10	Anthony Volpe	0.0619	0.0842	14.9

OOPSY

Rank	Player	Proj	Actual	Error
1	Willy Adames	0.0838	0.0561	16.8
2	Michael A. Taylor	0.0617	0.1099	16.7
3	Matt Olson	0.0771	0.0967	16.5
4	Bo Bichette	0.0713	0.0924	15.3
5	Luis Robert Jr.	0.0830	0.0456	14.7
6	Freddie Freeman	0.0756	0.0954	14.4
7	Juan Soto	0.0726	0.0494	14.3
8	Jo Adell	0.0803	0.0526	14.0
9	Jakob Marsee	0.0582	0.1146	14.0
10	Ozzie Albies	0.0701	0.0462	13.8

Razzball

Rank	Player	Proj	Actual	Error
1	Matt McLain	0.0963	0.0537	23.3
2	Mookie Betts	0.0822	0.0450	23.2
3	Bobby Witt Jr.	0.0667	0.0975	22.6
4	Matt Olson	0.0695	0.0967	21.2
5	Corbin Carroll	0.0528	0.0833	21.0
6	Riley Greene	0.0547	0.0842	20.7
7	Jackson Holliday	0.0813	0.0488	19.7
8	Luis Robert Jr.	0.0890	0.0456	17.8
9	Spencer Steer	0.0913	0.0580	17.7
10	Austin Hays	0.1048	0.0606	17.5

Steamer

Rank	Player	Proj	Actual	Error
1	Michael A. Taylor	0.0539	0.1099	19.0
2	Matt Olson	0.0745	0.0967	17.8
3	Bobby Witt Jr.	0.0745	0.0975	17.5
4	Mookie Betts	0.0727	0.0450	16.8
5	Willy Adames	0.0822	0.0561	16.3
6	Ozzie Albies	0.0728	0.0462	16.2
7	Corbin Carroll	0.0605	0.0833	16.2
8	Shea Langeliers	0.0634	0.0909	15.6
9	Brooks Lee	0.0702	0.0391	15.1
10	Cam Smith	0.0426	0.0707	15.1

The BAT

Rank	Player	Proj	Actual	Error
1	Matt Olson	0.0729	0.0967	17.7
2	Bobby Witt Jr.	0.0740	0.0975	16.6
3	Jackson Holliday	0.0751	0.0488	16.6
4	Michael A. Taylor	0.0596	0.1099	16.6
5	Logan O'Hoppe	0.0672	0.0300	16.5
6	Mookie Betts	0.0702	0.0450	16.3
7	Bo Bichette	0.0687	0.0924	15.3
8	Ozzie Albies	0.0690	0.0462	14.7
9	Matt McLain	0.0798	0.0537	14.6
10	Carlos Narváez	0.0641	0.0961	14.6

The BAT X

Rank	Player	Proj	Actual	Error
1	Logan O'Hoppe	0.0746	0.0300	19.8
2	Matt Olson	0.0706	0.0967	19.4
3	Bo Bichette	0.0629	0.0924	19.1
4	Ozzie Albies	0.0729	0.0462	17.3
5	Mookie Betts	0.0702	0.0450	16.2
6	Freddie Freeman	0.0711	0.0954	15.7
7	Michael A. Taylor	0.0631	0.1099	15.5
8	Juan Soto	0.0712	0.0494	15.1
9	Willson Contreras	0.0672	0.0928	14.9
10	Matt McLain	0.0801	0.0537	14.8

ZiPS

Rank	Player	Proj	Actual	Error
1	Michael A. Taylor	0.0455	0.1099	22.1
2	Tyler Soderstrom	0.0571	0.0856	20.1
3	Jackson Holliday	0.0819	0.0488	19.1
4	Matt McLain	0.0879	0.0537	17.6
5	Corbin Carroll	0.0598	0.0833	17.4
6	Mookie Betts	0.0746	0.0450	17.2
7	Jakob Marsee	0.0465	0.1146	16.8
8	Willy Adames	0.0842	0.0561	16.7
9	Byron Buxton	0.1019	0.0675	16.6
10	Bobby Witt Jr.	0.0771	0.0975	16.5

Most Unique Misses for Double Rate

Players where this system’s error exceeded Aggregate’s error by the largest margin.

ATC

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Tim Tawa	0.0766	0.0643	0.0602	3.3	0.5	2.8
2	Jakob Marsee	0.0409	0.0525	0.1146	17.7	15.0	2.7
3	Jahmai Jones	0.0471	0.0642	0.1222	11.6	9.0	2.5
4	Kody Clemens	0.0679	0.0629	0.0500	6.2	4.2	2.0
5	Kerry Carpenter	0.0694	0.0661	0.0586	4.1	2.5	1.6
6	Cal Raleigh	0.0678	0.0707	0.0684	1.7	0.1	1.6
7	CJ Kayfus	0.0654	0.0767	0.1205	7.9	6.3	1.5
8	Reese McGuire	0.0706	0.0600	0.0200	6.8	5.3	1.5
9	Jung Hoo Lee	0.0707	0.0686	0.0639	3.0	1.6	1.5
10	Trevor Story	0.0806	0.0786	0.0702	5.5	4.1	1.5

Depth Charts

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Jakob Marsee	0.0000	0.0525	0.1146	27.5	15.0	12.5
2	Nick Kurtz	0.0435	0.0654	0.1097	33.8	22.7	11.1
3	Jahmai Jones	0.0000	0.0642	0.1222	18.8	9.0	9.7
4	Sam Haggerty	0.0000	0.0676	0.0560	10.7	1.7	9.0
5	Tim Tawa	0.1000	0.0643	0.0602	8.3	0.5	7.9
6	Reese McGuire	0.1111	0.0600	0.0200	12.4	5.3	7.1
7	Trevor Story	0.0891	0.0786	0.0702	10.5	4.1	6.4
8	Tristan Gray	0.0000	0.0666	0.0862	7.7	1.9	5.8
9	Cooper Hummel	0.1250	0.0706	0.0000	12.8	7.2	5.6
10	Cam Smith	0.0435	0.0534	0.0707	14.8	9.6	5.3

Marcel

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	James Wood	0.0702	0.0843	0.1089	28.5	18.4	10.1
2	Victor Scott II	0.0749	0.0531	0.0508	9.9	0.1	9.8
3	Jung Hoo Lee	0.0493	0.0686	0.0639	10.7	1.6	9.1
4	Colt Keith	0.0472	0.0632	0.0726	13.1	5.4	7.7
5	Wilyer Abreu	0.1041	0.0863	0.0669	14.4	7.2	7.2
6	Jordan Beck	0.0656	0.0767	0.0769	8.2	1.3	6.9
7	Chandler Simpson	0.0654	0.0499	0.0397	10.2	3.6	6.6
8	Matt Chapman	0.0938	0.0813	0.0740	9.2	2.8	6.4
9	Miguel Vargas	0.0617	0.0721	0.0818	13.0	6.7	6.3
10	William Contreras	0.0836	0.0739	0.0644	10.9	4.9	6.0

OOPSY

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Hunter Goodman	0.0920	0.0820	0.0780	6.3	1.1	5.1
2	Jo Adell	0.0803	0.0711	0.0526	14.0	9.4	4.7
3	Heliot Ramos	0.0755	0.0688	0.0537	12.9	9.0	3.9
4	Willy Adames	0.0838	0.0775	0.0561	16.8	13.2	3.6
5	Jordan Walker	0.0845	0.0746	0.0560	10.0	6.5	3.5
6	Giancarlo Stanton	0.0781	0.0651	0.0611	3.9	0.5	3.4
7	Jung Hoo Lee	0.0594	0.0686	0.0639	4.7	1.6	3.2
8	Francisco Lindor	0.0647	0.0677	0.0716	7.4	4.4	3.0
9	Matt Chapman	0.0875	0.0813	0.0740	5.5	2.8	2.7
10	Jonathan Aranda	0.0660	0.0711	0.0873	10.3	7.7	2.6

Razzball

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Riley Greene	0.0547	0.0715	0.0842	20.7	9.7	11.0
2	Jordan Beck	0.0624	0.0767	0.0769	9.8	1.3	8.5
3	Austin Hays	0.1048	0.0848	0.0606	17.5	9.2	8.3
4	Hunter Goodman	0.0641	0.0820	0.0780	9.3	1.1	8.2
5	J.P. Crawford	0.0774	0.0651	0.0542	13.8	5.7	8.0
6	Colt Keith	0.0463	0.0632	0.0726	13.3	5.4	7.9
7	Corbin Carroll	0.0528	0.0646	0.0833	21.0	13.4	7.6
8	Spencer Steer	0.0913	0.0780	0.0580	17.7	10.2	7.5
9	Matt McLain	0.0963	0.0837	0.0537	23.3	16.1	7.2
10	Steven Kwan	0.0643	0.0541	0.0514	7.4	0.4	7.0

Steamer

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Cam Smith	0.0426	0.0534	0.0707	15.1	9.6	5.5
2	Aaron Judge	0.0736	0.0803	0.0896	12.5	7.7	4.8
3	Gunnar Henderson	0.0713	0.0768	0.0794	6.9	3.1	3.8
4	Jacob Young	0.0641	0.0547	0.0375	8.8	5.5	3.3
5	Otto Lopez	0.0708	0.0653	0.0467	12.9	9.8	3.1
6	Nico Hoerner	0.0621	0.0570	0.0530	4.3	1.2	3.1
7	Willy Adames	0.0822	0.0775	0.0561	16.3	13.2	3.1
8	Corbin Carroll	0.0605	0.0646	0.0833	16.2	13.4	2.8
9	Ke'Bryan Hayes	0.0666	0.0616	0.0387	14.5	11.8	2.6
10	Brent Rooker	0.0723	0.0757	0.0901	14.1	11.6	2.5

The BAT

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Jung Hoo Lee	0.0776	0.0686	0.0639	8.0	1.6	6.5
2	Mickey Moniak	0.0788	0.0709	0.0660	5.6	1.3	4.3
3	Randy Arozarena	0.0663	0.0727	0.0800	10.2	6.7	3.5
4	Logan O'Hoppe	0.0672	0.0613	0.0300	16.5	13.2	3.3
5	Edgar Quero	0.0686	0.0628	0.0584	3.8	0.9	2.9
6	Kyle Tucker	0.0724	0.0691	0.0631	5.1	2.3	2.8
7	Heliot Ramos	0.0709	0.0688	0.0537	11.5	9.0	2.5
8	Luis García Jr.	0.0584	0.0645	0.0705	6.7	4.3	2.5
9	Ty France	0.0622	0.0686	0.0700	4.2	1.7	2.5
10	Kerry Carpenter	0.0698	0.0661	0.0586	4.9	2.5	2.4

The BAT X

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Bryce Harper	0.0756	0.0883	0.0899	8.7	2.1	6.6
2	Logan O'Hoppe	0.0746	0.0613	0.0300	19.8	13.2	6.6
3	Jung Hoo Lee	0.0758	0.0686	0.0639	6.8	1.6	5.3
4	Mickey Moniak	0.0801	0.0709	0.0660	6.1	1.3	4.8
5	Geraldo Perdomo	0.0488	0.0560	0.0643	11.8	7.5	4.2
6	Bo Bichette	0.0629	0.0706	0.0924	19.1	15.0	4.1
7	Marcell Ozuna	0.0741	0.0688	0.0576	9.3	5.4	3.9
8	Kerry Carpenter	0.0729	0.0661	0.0586	6.3	2.5	3.8
9	Randy Arozarena	0.0661	0.0727	0.0800	10.4	6.7	3.7
10	Spencer Horwitz	0.0699	0.0798	0.0925	9.6	6.1	3.5

ZiPS

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Trevor Story	0.0963	0.0786	0.0702	14.6	4.1	10.6
2	Jac Caglianone	0.0989	0.0656	0.0397	12.9	5.5	7.4
3	Tyler Soderstrom	0.0571	0.0659	0.0856	20.1	13.6	6.5
4	Jackson Merrill	0.0575	0.0683	0.0776	11.5	5.5	6.0
5	Hunter Goodman	0.0938	0.0820	0.0780	7.0	1.1	5.9
6	Nathaniel Lowe	0.0532	0.0613	0.0625	7.9	2.0	5.9
7	Byron Buxton	0.1019	0.0898	0.0675	16.6	10.9	5.7
8	Cam Smith	0.0435	0.0534	0.0707	15.2	9.6	5.7
9	Victor Scott II	0.0422	0.0531	0.0508	5.7	0.1	5.6
10	Junior Caminero	0.0537	0.0601	0.0638	8.9	3.8	5.1

Triple Rate

Everybody Missed for Triple Rate

Player	Actual	ATC	Aggregate	Depth Charts	Marcel	OOPSY	Razzball	Steamer	The BAT	The BAT X	ZiPS
Byron Buxton	0.0225	0.0080 (8.1)	0.0081 (8.2)	0.0069 (8.7)	0.0081 (8.4)	0.0081 (8.3)	0.0074 (8.4)	0.0078 (8.3)	0.0085 (7.9)	0.0079 (8.2)	0.0093 (8.0)
Shohei Ohtani	0.0241	0.0139 (7.8)	0.0128 (8.8)	0.0134 (8.2)	0.0166 (6.2)	0.0136 (8.4)	0.0116 (9.4)	0.0116 (9.5)	0.0160 (6.3)	0.0101 (10.6)	0.0129 (9.3)
Austin Hays	0.0189	0.0034 (6.7)	0.0037 (6.7)	0.0032 (6.7)	0.0039 (6.7)	0.0038 (6.7)	0.0025 (7.0)	0.0026 (7.1)	0.0034 (6.7)	0.0036 (6.6)	0.0069 (5.6)
Mickey Moniak	0.0264	0.0112 (7.3)	0.0122 (6.9)	0.0126 (6.6)	0.0073 (9.3)	0.0135 (6.4)	0.0106 (7.5)	0.0111 (7.3)	0.0128 (6.5)	0.0111 (7.3)	0.0156 (5.7)
Daylen Lile	0.0421	0.0053 (13.1)	0.0160 (9.5)	0.0053 (13.1)	0.0053 (13.3)	0.0151 (9.8)	0.0053 (13.1)	0.0095 (11.7)	0.0053 (13.1)	0.0053 (13.1)	0.0233 (7.1)
Corbin Carroll	0.0443	0.0229 (14.1)	0.0221 (14.7)	0.0252 (12.5)	0.0246 (13.3)	0.0235 (14.0)	0.0231 (13.9)	0.0236 (13.6)	0.0206 (15.6)	0.0149 (19.2)	0.0263 (12.5)
Jung Hoo Lee	0.0247	0.0078 (10.8)	0.0073 (11.2)	0.0080 (10.6)	0.0049 (12.9)	0.0050 (12.8)	0.0064 (11.6)	0.0067 (11.5)	0.0082 (10.6)	0.0087 (10.3)	0.0081 (11.2)
James Wood	0.0000	0.0115 (7.5)	0.0105 (6.7)	0.0115 (7.6)	0.0132 (8.3)	0.0095 (5.9)	0.0097 (6.3)	0.0098 (6.4)	0.0092 (5.9)	0.0092 (6.0)	0.0148 (9.2)
Riley Greene	0.0027	0.0141 (7.1)	0.0137 (6.7)	0.0152 (7.9)	0.0152 (7.5)	0.0155 (7.7)	0.0126 (6.2)	0.0133 (6.6)	0.0143 (7.2)	0.0111 (5.1)	0.0147 (6.9)
Jeff McNeil	0.0148	0.0034 (5.5)	0.0032 (5.7)	0.0031 (5.6)	0.0027 (6.1)	0.0028 (6.0)	0.0031 (5.6)	0.0032 (5.6)	0.0030 (5.7)	0.0042 (5.1)	0.0026 (6.3)
Trea Turner	0.0149	0.0051 (6.6)	0.0054 (6.5)	0.0043 (7.1)	0.0054 (6.8)	0.0058 (6.4)	0.0041 (7.2)	0.0041 (7.3)	0.0062 (5.9)	0.0080 (4.8)	0.0048 (7.4)
Zach McKinstry	0.0328	0.0157 (9.0)	0.0146 (9.7)	0.0171 (8.3)	0.0146 (9.9)	0.0154 (9.4)	0.0144 (9.7)	0.0144 (9.7)	0.0141 (9.9)	0.0133 (10.2)	0.0152 (9.8)

Individual Misses for Triple Rate

ATC

Rank	Player	Proj	Actual	Error
1	Jarren Duran	0.0195	0.0296	7.4
2	Brandon Nimmo	0.0099	0.0000	6.1
3	Mike Yastrzemski	0.0141	0.0028	6.0
4	Matt McLain	0.0105	0.0000	5.7
5	Ben Rice	0.0015	0.0116	5.7
6	Michael Busch	0.0059	0.0142	5.2
7	Kody Clemens	0.0037	0.0167	5.2
8	Masyn Winn	0.0100	0.0000	5.1

Aggregate

Rank	Player	Proj	Actual	Error
1	Jarren Duran	0.0187	0.0296	8.1
2	Brandon Nimmo	0.0096	0.0000	5.8
3	Michael Busch	0.0058	0.0142	5.4
4	Ben Rice	0.0023	0.0116	5.3
5	Mike Yastrzemski	0.0127	0.0028	5.1
6	Masyn Winn	0.0101	0.0000	5.0
7	Matt McLain	0.0094	0.0000	5.0
8	Hunter Goodman	0.0064	0.0139	4.8

Depth Charts

Rank	Player	Proj	Actual	Error
1	Mike Yastrzemski	0.0170	0.0028	7.7
2	Kody Clemens	0.0000	0.0167	6.6
3	Jarren Duran	0.0207	0.0296	6.5
4	Ben Rice	0.0000	0.0116	6.4
5	Matt McLain	0.0115	0.0000	6.3
6	Hunter Goodman	0.0045	0.0139	5.7
7	Pete Crow-Armstrong	0.0185	0.0095	5.5
8	Masyn Winn	0.0104	0.0000	5.3

Marcel

Rank	Player	Proj	Actual	Error
1	Jarren Duran	0.0201	0.0296	7.4
2	Matt McLain	0.0134	0.0000	7.1
3	Brandon Nimmo	0.0108	0.0000	6.3
4	Jordan Beck	0.0055	0.0142	5.8
5	Mike Yastrzemski	0.0141	0.0028	5.7
6	TJ Friedl	0.0136	0.0044	5.6
7	Ketel Marte	0.0110	0.0000	5.5
8	Jacob Wilson	0.0110	0.0000	5.2

OOPSY

Rank	Player	Proj	Actual	Error
1	Jarren Duran	0.0184	0.0296	8.5
2	Michael Busch	0.0045	0.0142	6.3
3	Brandon Nimmo	0.0098	0.0000	5.8
4	Ben Rice	0.0017	0.0116	5.7
5	Masyn Winn	0.0112	0.0000	5.5
6	Hunter Goodman	0.0056	0.0139	5.4
7	Jackson Merrill	0.0088	0.0186	5.2
8	Jordan Beck	0.0066	0.0142	5.0

Razzball

Rank	Player	Proj	Actual	Error
1	Jarren Duran	0.0185	0.0296	8.1
2	Mike Yastrzemski	0.0162	0.0028	7.2
3	Brandon Nimmo	0.0090	0.0000	5.5
4	Ben Rice	0.0023	0.0116	5.2
5	Rafael Devers	0.0075	0.0000	5.1
6	Michael Busch	0.0062	0.0142	5.0
7	Ketel Marte	0.0095	0.0000	5.0
8	Heliot Ramos	0.0098	0.0022	4.9

Steamer

Rank	Player	Proj	Actual	Error
1	Jarren Duran	0.0189	0.0296	7.9
2	Mike Yastrzemski	0.0167	0.0028	7.4
3	Brandon Nimmo	0.0089	0.0000	5.4
4	Ben Rice	0.0021	0.0116	5.3
5	Ketel Marte	0.0099	0.0000	5.2
6	Michael Busch	0.0061	0.0142	5.1
7	Heliot Ramos	0.0100	0.0022	5.0
8	Rafael Devers	0.0074	0.0000	5.0

The BAT

Rank	Player	Proj	Actual	Error
1	Jarren Duran	0.0176	0.0296	8.8
2	Brandon Nimmo	0.0111	0.0000	6.9
3	Michael Busch	0.0052	0.0142	5.6
4	Matt McLain	0.0095	0.0000	5.1
5	Jackson Merrill	0.0089	0.0186	5.0
6	Hunter Goodman	0.0064	0.0139	4.7
7	Masyn Winn	0.0091	0.0000	4.6
8	Ben Rice	0.0039	0.0116	4.4

The BAT X

Rank	Player	Proj	Actual	Error
1	Jarren Duran	0.0142	0.0296	11.1
2	Jackson Merrill	0.0082	0.0186	5.3
3	Brandon Nimmo	0.0083	0.0000	5.1
4	Masyn Winn	0.0099	0.0000	5.0
5	Michael Busch	0.0067	0.0142	4.7
6	Otto Lopez	0.0085	0.0000	4.7
7	Wyatt Langford	0.0116	0.0031	4.6
8	Bryce Harper	0.0084	0.0000	4.6

ZiPS

Rank	Player	Proj	Actual	Error
1	Ben Rice	0.0000	0.0116	6.9
2	Matt McLain	0.0130	0.0000	6.7
3	Masyn Winn	0.0131	0.0000	6.2
4	Mike Yastrzemski	0.0153	0.0028	6.2
5	Pete Crow-Armstrong	0.0203	0.0095	6.1
6	Otto Lopez	0.0115	0.0000	6.0
7	Brandon Nimmo	0.0104	0.0000	5.8
8	Michael Busch	0.0060	0.0142	5.7

Most Unique Misses for Triple Rate

Players where this system’s error exceeded Aggregate’s error by the largest margin.

ATC

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Daylen Lile	0.0053	0.0160	0.0421	13.1	9.5	3.7
2	Kody Clemens	0.0037	0.0092	0.0167	5.2	3.2	2.0
3	Angel Martínez	0.0022	0.0055	0.0060	2.1	0.6	1.5
4	Bryce Teodosio	0.0053	0.0144	0.0215	2.5	1.2	1.3
5	Elly De La Cruz	0.0204	0.0189	0.0164	2.4	1.2	1.2
6	Andy Pages	0.0070	0.0054	0.0024	2.6	1.4	1.2
7	Nathan Lukes	0.0025	0.0052	0.0061	1.8	0.7	1.1
8	Eli White	0.0036	0.0076	0.0169	3.7	2.7	1.0
9	CJ Kayfus	0.0053	0.0133	0.0120	1.0	0.1	0.9
10	Sam Haggerty	0.0053	0.0107	0.0240	3.5	2.6	0.9

Depth Charts

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Daylen Lile	0.0053	0.0160	0.0421	13.1	9.5	3.7
2	Kody Clemens	0.0000	0.0092	0.0167	6.6	3.2	3.4
3	Andy Pages	0.0096	0.0054	0.0024	4.2	1.4	2.8
4	Mike Yastrzemski	0.0170	0.0127	0.0028	7.7	5.1	2.5
5	Angel Martínez	0.0000	0.0055	0.0060	3.1	0.6	2.5
6	Nathan Lukes	0.0000	0.0052	0.0061	2.9	0.7	2.1
7	Riley Adams	0.0120	0.0053	0.0000	3.3	1.3	2.0
8	Eli White	0.0000	0.0076	0.0169	4.7	2.7	2.0
9	Sam Haggerty	0.0000	0.0107	0.0240	4.5	2.6	1.9
10	Chandler Simpson	0.0000	0.0045	0.0079	3.7	1.8	1.9

Marcel

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Nathan Lukes	0.0180	0.0052	0.0061	4.7	0.7	4.0
2	Daylen Lile	0.0053	0.0160	0.0421	13.3	9.5	3.9
3	Seiya Suzuki	0.0149	0.0096	0.0078	3.9	0.7	3.3
4	Elly De La Cruz	0.0232	0.0189	0.0164	4.0	1.2	2.8
5	Jacob Wilson	0.0110	0.0060	0.0000	5.2	2.7	2.5
6	Mickey Moniak	0.0073	0.0122	0.0264	9.3	6.9	2.4
7	Dillon Dingler	0.0127	0.0070	0.0064	2.5	0.1	2.4
8	Carlos Narváez	0.0075	0.0020	0.0000	2.9	0.5	2.3
9	Julio Rodríguez	0.0027	0.0056	0.0085	4.9	2.6	2.3
10	Gunnar Henderson	0.0179	0.0141	0.0117	3.3	1.1	2.2

OOPSY

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Elly De La Cruz	0.0213	0.0189	0.0164	2.8	1.2	1.6
2	Jung Hoo Lee	0.0050	0.0073	0.0247	12.8	11.2	1.5
3	Wenceel Pérez	0.0203	0.0169	0.0161	1.3	0.0	1.2
4	Gunnar Henderson	0.0160	0.0141	0.0117	2.2	1.1	1.1
5	Romy Gonzalez	0.0092	0.0124	0.0130	1.6	0.5	1.1
6	Seiya Suzuki	0.0115	0.0096	0.0078	1.8	0.7	1.1
7	Riley Greene	0.0155	0.0137	0.0027	7.7	6.7	1.1
8	Bryson Stott	0.0055	0.0072	0.0075	1.6	0.6	1.1
9	Freddie Freeman	0.0035	0.0050	0.0049	1.4	0.4	1.0
10	Tyler Freeman	0.0042	0.0063	0.0061	1.2	0.2	1.0

Razzball

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Daylen Lile	0.0053	0.0160	0.0421	13.1	9.5	3.6
2	Mike Yastrzemski	0.0162	0.0127	0.0028	7.2	5.1	2.1
3	Heliot Ramos	0.0098	0.0081	0.0022	4.9	3.6	1.4
4	Julio Rodríguez	0.0034	0.0056	0.0085	4.0	2.6	1.3
5	Bryce Teodosio	0.0053	0.0144	0.0215	2.5	1.2	1.3
6	Heriberto Hernández	0.0106	0.0065	0.0058	1.3	0.0	1.3
7	Victor Caratini	0.0053	0.0026	0.0000	1.8	0.7	1.2
8	Pedro Pagés	0.0078	0.0053	0.0000	2.9	1.8	1.1
9	Seiya Suzuki	0.0108	0.0096	0.0078	1.6	0.7	1.0
10	CJ Kayfus	0.0053	0.0133	0.0120	1.0	0.1	0.9

Steamer

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Mike Yastrzemski	0.0167	0.0127	0.0028	7.4	5.1	2.3
2	Daylen Lile	0.0095	0.0160	0.0421	11.7	9.5	2.2
3	Heliot Ramos	0.0100	0.0081	0.0022	5.0	3.6	1.4
4	Julio Rodríguez	0.0036	0.0056	0.0085	3.9	2.6	1.3
5	Pedro Pagés	0.0079	0.0053	0.0000	2.8	1.8	1.1
6	Victor Caratini	0.0050	0.0026	0.0000	1.7	0.7	1.0
7	Seiya Suzuki	0.0110	0.0096	0.0078	1.7	0.7	1.0
8	Ketel Marte	0.0099	0.0083	0.0000	5.2	4.2	1.0
9	Kyle Isbel	0.0170	0.0149	0.0131	1.4	0.4	0.9
10	Alex Bregman	0.0065	0.0049	0.0000	2.9	2.1	0.9

The BAT

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Daylen Lile	0.0053	0.0160	0.0421	13.1	9.5	3.7
2	Cam Smith	0.0048	0.0089	0.0101	2.9	1.0	2.0
3	Gabriel Arias	0.0046	0.0084	0.0076	1.7	0.0	1.7
4	Romy Gonzalez	0.0074	0.0124	0.0130	2.1	0.5	1.6
5	Randy Arozarena	0.0064	0.0043	0.0025	2.4	0.7	1.6
6	Ozzie Albies	0.0090	0.0068	0.0040	2.9	1.3	1.6
7	Bryce Teodosio	0.0053	0.0144	0.0215	2.5	1.2	1.3
8	Isaac Collins	0.0065	0.0094	0.0109	2.2	1.0	1.2
9	Jazz Chisholm Jr.	0.0102	0.0082	0.0035	3.3	2.1	1.2
10	Brandon Nimmo	0.0111	0.0096	0.0000	6.9	5.8	1.1

The BAT X

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Corbin Carroll	0.0149	0.0221	0.0443	19.2	14.7	4.5
2	Daylen Lile	0.0053	0.0160	0.0421	13.1	9.5	3.7
3	Bryce Harper	0.0084	0.0032	0.0000	4.6	1.4	3.2
4	Jarren Duran	0.0142	0.0187	0.0296	11.1	8.1	3.0
5	Jackson Holliday	0.0119	0.0084	0.0070	2.8	0.4	2.4
6	Cam Smith	0.0047	0.0089	0.0101	2.9	1.0	2.0
7	Brice Turang	0.0104	0.0077	0.0047	3.4	1.5	1.9
8	Shohei Ohtani	0.0101	0.0128	0.0241	10.6	8.8	1.8
9	Gabriel Arias	0.0043	0.0084	0.0076	1.8	0.0	1.8
10	Nolan Schanuel	0.0063	0.0035	0.0024	1.9	0.2	1.7

ZiPS

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	James Wood	0.0148	0.0105	0.0000	9.2	6.7	2.5
2	Romy Gonzalez	0.0221	0.0124	0.0130	2.6	0.5	2.1
3	Nick Kurtz	0.0000	0.0036	0.0084	4.8	2.8	2.1
4	Ceddanne Rafaela	0.0156	0.0114	0.0096	2.7	0.6	2.0
5	Alek Thomas	0.0157	0.0111	0.0096	2.2	0.3	1.8
6	Kerry Carpenter	0.0073	0.0105	0.0163	4.8	3.0	1.8
7	Pete Crow-Armstrong	0.0203	0.0169	0.0095	6.1	4.3	1.8
8	Jose Altuve	0.0000	0.0020	0.0022	2.4	0.6	1.8
9	Gunnar Henderson	0.0175	0.0141	0.0117	2.8	1.1	1.7
10	Willson Contreras	0.0000	0.0023	0.0030	2.5	0.8	1.7

Run Rate

Everybody Missed for Run Rate

Player	Actual	ATC	Aggregate	Depth Charts	Marcel	OOPSY	Razzball	Steamer	The BAT	The BAT X	ZiPS
George Springer	0.1809	0.1258 (33.3)	0.1236 (34.1)	0.1256 (34.8)	0.1297 (31.5)	0.1208 (34.5)	0.1184 (36.4)	0.1223 (35.1)	0.1244 (33.0)	0.1247 (33.0)	0.1284 (34.1)
Michael Harris II	0.0858	0.1408 (34.1)	0.1391 (33.6)	0.1364 (29.8)	0.1369 (31.1)	0.1460 (39.4)	0.1301 (28.6)	0.1360 (31.4)	0.1411 (35.5)	0.1418 (35.8)	0.1377 (29.7)
Ernie Clement	0.1412	0.1075 (20.9)	0.1095 (19.1)	0.1126 (19.2)	0.1114 (19.0)	0.1084 (18.5)	0.1115 (17.2)	0.1113 (18.3)	0.1055 (20.9)	0.1100 (18.4)	0.1122 (20.4)
Brice Turang	0.1472	0.1140 (23.1)	0.1127 (23.2)	0.1156 (23.5)	0.1135 (23.9)	0.1050 (27.0)	0.1089 (25.0)	0.1126 (23.6)	0.1150 (21.1)	0.1140 (21.9)	0.1195 (22.0)
Aaron Judge	0.2018	0.1634 (27.3)	0.1665 (24.5)	0.1664 (26.8)	0.1692 (23.8)	0.1715 (19.7)	0.1653 (24.5)	0.1714 (21.5)	0.1677 (23.1)	0.1642 (25.6)	0.1622 (30.7)
Nick Kurtz	0.1840	0.1141 (35.1)	0.1111 (36.0)	0.1143 (36.1)	0.1182 (33.4)	0.1122 (34.5)	0.1182 (32.0)	0.1182 (32.8)	0.1045 (38.9)	0.1046 (38.9)	0.1203 (34.0)
Cal Raleigh	0.1560	0.1179 (28.2)	0.1186 (26.9)	0.1216 (27.2)	0.1208 (26.6)	0.1263 (20.1)	0.1184 (26.3)	0.1214 (25.3)	0.1154 (28.5)	0.1104 (32.2)	0.1205 (29.1)

Individual Misses for Run Rate

ATC

Rank	Player	Proj	Actual	Error
1	Byron Buxton	0.1416	0.1790	21.2
2	Myles Straw	0.1023	0.1706	20.9
3	Trent Grisham	0.1166	0.1497	20.3
4	Shohei Ohtani	0.1755	0.2008	19.7
5	Logan O'Hoppe	0.1203	0.0776	18.5
6	Junior Caminero	0.1166	0.1424	18.0
7	Michael Toglia	0.1204	0.0653	18.0
8	Trevor Story	0.1142	0.1391	17.5
9	Marcell Ozuna	0.1329	0.1030	16.6
10	Miguel Vargas	0.1140	0.1406	16.2

Aggregate

Rank	Player	Proj	Actual	Error
1	Byron Buxton	0.1359	0.1790	23.8
2	Myles Straw	0.1018	0.1706	20.8
3	Logan O'Hoppe	0.1175	0.0776	17.6
4	Michael Toglia	0.1177	0.0653	17.4
5	Trent Grisham	0.1208	0.1497	17.3
6	Marcell Ozuna	0.1320	0.1030	16.7
7	Salvador Perez	0.1100	0.0842	16.0
8	Trevor Story	0.1155	0.1391	16.0
9	Gunnar Henderson	0.1558	0.1306	15.9
10	Shohei Ohtani	0.1797	0.2008	15.9

Depth Charts

Rank	Player	Proj	Actual	Error
1	Byron Buxton	0.1409	0.1790	22.9
2	Jackson Holliday	0.1469	0.1079	22.7
3	Myles Straw	0.1000	0.1706	22.3
4	Trent Grisham	0.1197	0.1497	19.8
5	Trevor Story	0.1149	0.1391	18.5
6	Michael Toglia	0.1230	0.0653	18.1
7	Kyle Manzardo	0.1265	0.0885	18.0
8	Eugenio Suárez	0.1166	0.1385	17.1
9	Ramón Laureano	0.1173	0.1475	16.7
10	Junior Caminero	0.1215	0.1424	16.3

Marcel

Rank	Player	Proj	Actual	Error
1	Shohei Ohtani	0.1608	0.2008	30.9
2	Junior Caminero	0.1053	0.1424	25.9
3	Trent Grisham	0.1139	0.1497	22.3
4	Trevor Story	0.1086	0.1391	21.6
5	Byron Buxton	0.1459	0.1790	19.3
6	Michael Toglia	0.1244	0.0653	19.1
7	Joey Bart	0.1229	0.0633	19.0
8	Zach Neto	0.1164	0.1480	18.9
9	Miguel Vargas	0.1099	0.1406	18.9
10	Kyle Stowers	0.0965	0.1335	18.1

OOPSY

Rank	Player	Proj	Actual	Error
1	Byron Buxton	0.1337	0.1790	23.8
2	Miguel Vargas	0.1002	0.1406	22.3
3	Gunnar Henderson	0.1633	0.1306	22.1
4	Marcell Ozuna	0.1390	0.1030	22.0
5	Myles Straw	0.1000	0.1706	20.7
6	Francisco Lindor	0.1311	0.1598	20.1
7	Jarren Duran	0.1500	0.1236	19.3
8	Trevor Story	0.1093	0.1391	18.7
9	Logan O'Hoppe	0.1166	0.0776	18.1
10	CJ Abrams	0.1152	0.1449	18.1

Razzball

Rank	Player	Proj	Actual	Error
1	Byron Buxton	0.1222	0.1790	30.6
2	Luis Arraez	0.1330	0.0978	24.0
3	Trevor Story	0.1029	0.1391	23.5
4	Myles Straw	0.0963	0.1706	22.1
5	Shohei Ohtani	0.1713	0.2008	21.2
6	Salvador Perez	0.1155	0.0842	20.2
7	Ramón Laureano	0.1075	0.1475	19.4
8	Pete Crow-Armstrong	0.1106	0.1406	19.2
9	Kyle Manzardo	0.1240	0.0885	19.0
10	Gunnar Henderson	0.1586	0.1306	18.5

Steamer

Rank	Player	Proj	Actual	Error
1	Byron Buxton	0.1272	0.1790	28.7
2	Myles Straw	0.0938	0.1706	23.3
3	Salvador Perez	0.1190	0.0842	21.5
4	Pete Crow-Armstrong	0.1109	0.1406	20.0
5	Trevor Story	0.1100	0.1391	19.8
6	Luis Arraez	0.1281	0.0978	19.7
7	Ramón Laureano	0.1093	0.1475	19.3
8	Bryan Reynolds	0.1336	0.1040	18.6
9	Michael Toglia	0.1211	0.0653	18.4
10	Trent Grisham	0.1199	0.1497	18.1

The BAT

Rank	Player	Proj	Actual	Error
1	Byron Buxton	0.1358	0.1790	23.3
2	Myles Straw	0.1015	0.1706	20.6
3	Trent Grisham	0.1159	0.1497	19.6
4	Marcell Ozuna	0.1347	0.1030	18.8
5	Geraldo Perdomo	0.1114	0.1361	17.7
6	Miguel Vargas	0.1094	0.1406	17.7
7	Logan O'Hoppe	0.1167	0.0776	17.7
8	Michael Toglia	0.1174	0.0653	17.6
9	Salvador Perez	0.1115	0.0842	17.5
10	Francisco Lindor	0.1369	0.1598	16.7

The BAT X

Rank	Player	Proj	Actual	Error
1	Byron Buxton	0.1351	0.1790	23.8
2	Myles Straw	0.1047	0.1706	19.7
3	Logan O'Hoppe	0.1212	0.0776	19.6
4	Michael Toglia	0.1178	0.0653	17.7
5	Geraldo Perdomo	0.1124	0.1361	17.1
6	Marcell Ozuna	0.1315	0.1030	16.8
7	Andrew Vaughn	0.1157	0.0783	16.7
8	Junior Caminero	0.1175	0.1424	16.3
9	Francisco Lindor	0.1379	0.1598	16.1
10	Salvador Perez	0.1093	0.0842	16.0

ZiPS

Rank	Player	Proj	Actual	Error
1	Jackson Holliday	0.1746	0.1079	39.6
2	Trent Grisham	0.1204	0.1497	20.4
3	Junior Caminero	0.1172	0.1424	20.2
4	Josh Naylor	0.1073	0.1341	19.6
5	Joey Bart	0.1254	0.0633	18.7
6	Myles Straw	0.1142	0.1706	18.5
7	Kyle Manzardo	0.1288	0.0885	18.4
8	Michael Toglia	0.1241	0.0653	17.9
9	Eugenio Suárez	0.1174	0.1385	17.6
10	Tyler Soderstrom	0.0989	0.1202	16.8

Most Unique Misses for Run Rate

Players where this system’s error exceeded Aggregate’s error by the largest margin.

ATC

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Isaac Collins	0.1005	0.1086	0.1270	12.4	8.4	4.0
2	Gavin Sheets	0.0949	0.1010	0.1046	6.3	2.4	3.9
3	Shohei Ohtani	0.1755	0.1797	0.2008	19.7	15.9	3.8
4	Mike Tauchman	0.1274	0.1171	0.1143	4.4	0.8	3.6
5	Junior Caminero	0.1166	0.1209	0.1424	18.0	14.6	3.5
6	Trent Grisham	0.1166	0.1208	0.1497	20.3	17.3	3.0
7	Marcus Semien	0.1398	0.1331	0.1161	11.7	8.7	3.0
8	Yandy Díaz	0.1173	0.1235	0.1214	3.8	0.9	2.9
9	Hunter Goodman	0.1123	0.1162	0.1261	9.0	6.2	2.9
10	Yohel Pozo	0.1182	0.1001	0.0952	3.6	0.7	2.9

Depth Charts

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Tim Tawa	0.0714	0.1023	0.1289	13.8	6.1	7.7
2	Jackson Holliday	0.1469	0.1321	0.1079	22.7	15.3	7.5
3	Jung Hoo Lee	0.1120	0.1189	0.1183	6.4	0.1	6.3
4	Nacho Alvarez Jr.	0.1429	0.1153	0.0865	10.9	5.8	5.0
5	Mike Tauchman	0.1325	0.1171	0.1143	5.4	0.8	4.6
6	Ildemaro Vargas	0.1429	0.1020	0.0992	4.8	0.2	4.5
7	Steven Kwan	0.1369	0.1271	0.1169	11.0	6.5	4.5
8	Heriberto Hernández	0.0952	0.1071	0.1361	13.2	8.7	4.5
9	Josh Naylor	0.1166	0.1203	0.1341	13.1	8.8	4.2
10	Jose Altuve	0.1429	0.1332	0.1223	10.8	6.6	4.1

Marcel

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Shohei Ohtani	0.1608	0.1797	0.2008	30.9	15.9	15.0
2	Junior Caminero	0.1053	0.1209	0.1424	25.9	14.6	11.3
3	Jose Altuve	0.1521	0.1332	0.1223	17.8	6.6	11.2
4	Tyler Soderstrom	0.0939	0.1100	0.1202	17.9	6.8	11.1
5	Gavin Sheets	0.0825	0.1010	0.1046	13.4	2.4	11.0
6	Fernando Tatis Jr.	0.1385	0.1514	0.1606	17.0	6.9	10.1
7	Vladimir Guerrero Jr.	0.1274	0.1443	0.1412	11.1	1.6	9.5
8	Heliot Ramos	0.1078	0.1191	0.1223	11.8	2.8	9.0
9	Mike Tauchman	0.1422	0.1171	0.1143	9.8	0.8	9.0
10	Bo Bichette	0.1132	0.1249	0.1242	8.5	0.1	8.4

OOPSY

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Fernando Tatis Jr.	0.1334	0.1514	0.1606	18.0	6.9	11.1
2	Xavier Edwards	0.1002	0.1173	0.1212	12.2	2.9	9.3
3	José Ramírez	0.1252	0.1403	0.1530	17.9	9.1	8.8
4	Brandon Nimmo	0.1403	0.1289	0.1242	11.3	2.5	8.7
5	Chandler Simpson	0.0946	0.1163	0.1202	10.7	2.1	8.7
6	Cam Smith	0.1317	0.1171	0.1116	10.6	2.3	8.2
7	Lawrence Butler	0.1140	0.1290	0.1317	10.4	2.2	8.2
8	CJ Abrams	0.1152	0.1297	0.1449	18.1	10.1	7.9
9	Agustín Ramírez	0.0923	0.1076	0.1231	17.3	9.5	7.7
10	Miguel Vargas	0.1002	0.1156	0.1406	22.3	14.7	7.6

Razzball

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Luis Arraez	0.1330	0.1192	0.0978	24.0	13.9	10.1
2	Pete Crow-Armstrong	0.1106	0.1256	0.1406	19.2	10.2	9.0
3	Elly De La Cruz	0.1314	0.1484	0.1459	9.9	1.2	8.7
4	Randy Arozarena	0.1120	0.1254	0.1340	15.3	6.7	8.7
5	Yandy Díaz	0.1354	0.1235	0.1214	9.4	0.9	8.5
6	Trevor Story	0.1029	0.1155	0.1391	23.5	16.0	7.5
7	Christian Yelich	0.1216	0.1336	0.1366	9.4	2.4	7.0
8	Corbin Carroll	0.1462	0.1582	0.1667	12.9	5.9	7.0
9	Byron Buxton	0.1222	0.1359	0.1790	30.6	23.8	6.8
10	Matt Chapman	0.1129	0.1266	0.1421	15.4	8.7	6.8

Steamer

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Yandy Díaz	0.1400	0.1235	0.1214	11.3	0.9	10.4
2	Pete Crow-Armstrong	0.1109	0.1256	0.1406	20.0	10.2	9.8
3	Willi Castro	0.1082	0.1229	0.1278	9.4	2.6	6.9
4	Cam Smith	0.0945	0.1171	0.1116	9.0	2.3	6.7
5	TJ Friedl	0.1342	0.1246	0.1197	9.1	2.8	6.3
6	Lars Nootbaar	0.1384	0.1273	0.1166	12.0	5.7	6.2
7	Austin Wells	0.1302	0.1163	0.1138	6.8	0.8	6.0
8	Nolan Schanuel	0.1302	0.1191	0.1135	8.7	2.7	6.0
9	Bryan Reynolds	0.1336	0.1242	0.1040	18.6	12.7	5.9
10	Steven Kwan	0.1360	0.1271	0.1169	12.4	6.5	5.8

The BAT

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Jacob Wilson	0.1032	0.1163	0.1185	8.0	1.6	6.4
2	Geraldo Perdomo	0.1114	0.1210	0.1361	17.7	11.4	6.3
3	Juan Soto	0.1516	0.1612	0.1678	11.5	5.3	6.2
4	Brent Rooker	0.1417	0.1344	0.1316	7.1	1.4	5.7
5	Luis Robert Jr.	0.1359	0.1249	0.1206	6.6	1.5	5.1
6	Xander Bogaerts	0.1247	0.1169	0.1141	5.9	1.1	4.8
7	Cedric Mullins	0.1341	0.1256	0.1165	8.8	4.2	4.7
8	Brenton Doyle	0.1329	0.1254	0.1059	14.5	10.0	4.5
9	Kody Clemens	0.1025	0.1147	0.1192	6.4	2.0	4.4
10	William Contreras	0.1203	0.1277	0.1351	9.6	5.3	4.3

The BAT X

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Kyle Schwarber	0.1322	0.1444	0.1533	15.3	7.0	8.3
2	Jacob Wilson	0.1040	0.1163	0.1185	7.6	1.6	6.0
3	Geraldo Perdomo	0.1124	0.1210	0.1361	17.1	11.4	5.7
4	Brenton Doyle	0.1350	0.1254	0.1059	15.6	10.0	5.5
5	Cal Raleigh	0.1104	0.1186	0.1560	32.2	26.9	5.3
6	Tyler Freeman	0.1320	0.1206	0.1168	6.5	1.3	5.2
7	Oneil Cruz	0.1397	0.1311	0.1140	13.9	8.9	5.0
8	Bobby Witt Jr.	0.1638	0.1574	0.1441	13.5	8.6	4.8
9	Cedric Mullins	0.1346	0.1256	0.1165	9.0	4.2	4.8
10	Cody Bellinger	0.1177	0.1255	0.1357	11.9	7.2	4.7

ZiPS

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Jackson Holliday	0.1746	0.1321	0.1079	39.6	15.3	24.4
2	Jacob Wilson	0.1514	0.1163	0.1185	14.2	1.6	12.6
3	Josh Naylor	0.1073	0.1203	0.1341	19.6	8.8	10.8
4	Jung Hoo Lee	0.1069	0.1189	0.1183	10.5	0.1	10.4
5	Gavin Sheets	0.0872	0.1010	0.1046	12.5	2.4	10.2
6	Tyler Soderstrom	0.0989	0.1100	0.1202	16.8	6.8	10.0
7	Mike Tauchman	0.1478	0.1171	0.1143	10.7	0.8	9.9
8	Cam Smith	0.1399	0.1171	0.1116	11.2	2.3	8.8
9	Yandy Díaz	0.1129	0.1235	0.1214	9.2	0.9	8.3
10	Matt Olson	0.1294	0.1352	0.1354	8.4	0.7	7.7

RBI Rate

Everybody Missed for RBI Rate

Player	Actual	ATC	Aggregate	Depth Charts	Marcel	OOPSY	Razzball	Steamer	The BAT	The BAT X	ZiPS
Nick Kurtz	0.1759	0.0908 (42.3)	0.0970 (39.0)	0.0857 (47.1)	0.1134 (31.6)	0.1057 (33.7)	0.1134 (29.7)	0.1134 (31.6)	0.0987 (37.2)	0.0987 (37.4)	0.0913 (46.0)
Geraldo Perdomo	0.1389	0.0853 (39.6)	0.0834 (40.6)	0.0923 (38.0)	0.0953 (32.9)	0.0753 (44.9)	0.0902 (33.8)	0.0937 (34.1)	0.0720 (47.4)	0.0756 (45.0)	0.0921 (40.6)
Riley Greene	0.1695	0.1189 (34.0)	0.1199 (33.0)	0.1229 (34.6)	0.1117 (39.2)	0.1210 (31.0)	0.1154 (34.3)	0.1200 (33.8)	0.1197 (31.9)	0.1194 (32.3)	0.1252 (35.2)
Eugenio Suárez	0.1796	0.1376 (28.5)	0.1326 (31.5)	0.1314 (35.8)	0.1411 (26.7)	0.1311 (31.1)	0.1179 (39.4)	0.1263 (36.5)	0.1405 (25.0)	0.1391 (26.1)	0.1355 (35.2)
Drake Baldwin	0.1794	0.1106 (31.3)	0.1066 (32.9)	0.1122 (32.7)	0.1134 (30.4)	0.1093 (30.7)	0.0990 (35.1)	0.1021 (35.5)	0.1011 (34.4)	0.1009 (34.7)	0.1231 (29.3)
Christian Yelich	0.1599	0.1135 (30.8)	0.1129 (30.9)	0.1150 (32.9)	0.1111 (32.8)	0.1067 (33.5)	0.1109 (30.5)	0.1103 (33.3)	0.1137 (29.1)	0.1158 (27.9)	0.1197 (32.1)

Individual Misses for RBI Rate

ATC

Rank	Player	Proj	Actual	Error
1	Kyle Schwarber	0.1425	0.1823	29.8
2	Colson Montgomery	0.0921	0.1937	29.2
3	Taylor Ward	0.1154	0.1554	27.4
4	Michael Conforto	0.1314	0.0741	27.2
5	Jo Adell	0.1281	0.1710	25.4
6	Cal Raleigh	0.1437	0.1773	24.6
7	TJ Friedl	0.1147	0.0774	24.6
8	Otto Lopez	0.0898	0.1296	24.5
9	Fernando Tatis Jr.	0.1392	0.1027	24.3
10	Trevor Story	0.1116	0.1468	23.9

Aggregate

Rank	Player	Proj	Actual	Error
1	Fernando Tatis Jr.	0.1472	0.1027	30.1
2	Colson Montgomery	0.0923	0.1937	29.1
3	Michael Conforto	0.1335	0.0741	28.4
4	Kyle Schwarber	0.1452	0.1823	27.6
5	Taylor Ward	0.1183	0.1554	25.2
6	Pete Crow-Armstrong	0.1092	0.1468	24.9
7	Otto Lopez	0.0891	0.1296	24.6
8	Brice Turang	0.0865	0.1229	24.6
9	Trevor Story	0.1117	0.1468	23.5
10	Cal Raleigh	0.1454	0.1773	23.2

Depth Charts

Rank	Player	Proj	Actual	Error
1	Kyle Schwarber	0.1368	0.1823	37.5
2	Fernando Tatis Jr.	0.1535	0.1027	30.8
3	Taylor Ward	0.1155	0.1554	30.5
4	Michael Conforto	0.1388	0.0741	28.5
5	Colson Montgomery	0.1016	0.1937	27.9
6	Cal Raleigh	0.1455	0.1773	26.8
7	Seiya Suzuki	0.1250	0.1582	25.7
8	Paul Goldschmidt	0.1381	0.0843	25.4
9	Otto Lopez	0.0952	0.1296	24.1
10	Trevor Story	0.1166	0.1468	23.8

Marcel

Rank	Player	Proj	Actual	Error
1	Junior Caminero	0.1151	0.1685	36.2
2	Chase Meidroth	0.1134	0.0455	33.2
3	TJ Friedl	0.1271	0.0774	32.6
4	Kyle Schwarber	0.1422	0.1823	30.6
5	Jo Adell	0.1207	0.1710	30.0
6	Tyler Soderstrom	0.1030	0.1490	30.0
7	Ramón Laureano	0.0992	0.1557	28.6
8	Taylor Ward	0.1146	0.1554	28.4
9	Seiya Suzuki	0.1207	0.1582	25.8
10	Michael Busch	0.1111	0.1520	25.5

OOPSY

Rank	Player	Proj	Actual	Error
1	Shohei Ohtani	0.2058	0.1403	48.5
2	Fernando Tatis Jr.	0.1617	0.1027	41.6
3	Marcell Ozuna	0.1729	0.1149	35.1
4	Otto Lopez	0.0701	0.1296	34.6
5	Michael Conforto	0.1430	0.0741	34.1
6	Colson Montgomery	0.0750	0.1937	33.4
7	Gunnar Henderson	0.1524	0.1045	32.0
8	Aaron Judge	0.2138	0.1679	32.0
9	Brice Turang	0.0744	0.1229	31.2
10	Mike Trout	0.1691	0.1151	30.7

Razzball

Rank	Player	Proj	Actual	Error
1	Kyle Schwarber	0.1297	0.1823	36.9
2	Cal Raleigh	0.1318	0.1773	30.9
3	Colson Montgomery	0.0864	0.1937	30.0
4	Fernando Tatis Jr.	0.1413	0.1027	27.8
5	Trevor Story	0.1033	0.1468	27.3
6	Taylor Ward	0.1127	0.1554	27.1
7	Pete Crow-Armstrong	0.1035	0.1468	26.9
8	Michael Conforto	0.1255	0.0741	25.8
9	Josh Smith	0.1043	0.0622	24.7
10	Jo Adell	0.1264	0.1710	24.6

Steamer

Rank	Player	Proj	Actual	Error
1	Kyle Schwarber	0.1277	0.1823	41.1
2	Taylor Ward	0.1094	0.1554	31.9
3	Fernando Tatis Jr.	0.1495	0.1027	30.8
4	Colson Montgomery	0.0924	0.1937	29.4
5	Cal Raleigh	0.1391	0.1773	28.5
6	Michael Conforto	0.1295	0.0741	25.9
7	Seiya Suzuki	0.1211	0.1582	25.6
8	Trevor Story	0.1104	0.1468	25.2
9	Jo Adell	0.1311	0.1710	24.1
10	Bo Bichette	0.1135	0.1497	24.1

The BAT

Rank	Player	Proj	Actual	Error
1	Pete Crow-Armstrong	0.0961	0.1468	32.1
2	Jo Adell	0.1191	0.1710	29.2
3	Colson Montgomery	0.0938	0.1937	28.1
4	Michael Conforto	0.1297	0.0741	27.6
5	Fernando Tatis Jr.	0.1407	0.1027	27.0
6	Mike Trout	0.1606	0.1151	25.9
7	Otto Lopez	0.0864	0.1296	25.1
8	Nathan Lukes	0.0907	0.1484	24.8
9	Brice Turang	0.0846	0.1229	24.5
10	Giancarlo Stanton	0.1478	0.2349	24.2

The BAT X

Rank	Player	Proj	Actual	Error
1	Brice Turang	0.0788	0.1229	28.6
2	Pete Crow-Armstrong	0.1024	0.1468	28.3
3	Colson Montgomery	0.0941	0.1937	28.1
4	Kyle Schwarber	0.1440	0.1823	27.2
5	Fernando Tatis Jr.	0.1412	0.1027	27.1
6	Brandon Nimmo	0.1007	0.1411	25.8
7	Michael Conforto	0.1262	0.0741	25.7
8	Trevor Story	0.1079	0.1468	24.9
9	Jo Adell	0.1272	0.1710	24.7
10	Cal Raleigh	0.1423	0.1773	24.2

ZiPS

Rank	Player	Proj	Actual	Error
1	Shohei Ohtani	0.2038	0.1403	39.3
2	Kyle Schwarber	0.1471	0.1823	32.4
3	Michael Conforto	0.1493	0.0741	31.9
4	Fernando Tatis Jr.	0.1568	0.1027	30.8
5	Taylor Ward	0.1208	0.1554	29.2
6	Cam Smith	0.1678	0.1034	27.1
7	Paul Goldschmidt	0.1433	0.0843	26.5
8	Otto Lopez	0.0952	0.1296	26.1
9	TJ Friedl	0.1247	0.0774	25.9
10	Colson Montgomery	0.1122	0.1937	25.8

Most Unique Misses for RBI Rate

Players where this system’s error exceeded Aggregate’s error by the largest margin.

ATC

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Ben Williamson	0.1134	0.0837	0.0712	12.0	3.4	8.6
2	Andy Pages	0.1222	0.1319	0.1378	10.6	4.3	6.4
3	Michael Harris II	0.1234	0.1322	0.1342	7.8	1.8	5.9
4	TJ Friedl	0.1147	0.1066	0.0774	24.6	19.4	5.2
5	Bryce Teodosio	0.1134	0.0842	0.0467	9.8	5.5	4.3
6	Jacob Wilson	0.0929	0.1004	0.1205	15.1	11.0	4.1
7	Jo Adell	0.1281	0.1344	0.1710	25.4	21.5	3.8
8	Jose Altuve	0.1041	0.1094	0.1177	9.8	6.0	3.8
9	Edgar Quero	0.1160	0.1063	0.0893	10.2	6.5	3.7
10	Anthony Volpe	0.0978	0.1034	0.1208	14.6	10.9	3.7

Depth Charts

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Kyle Schwarber	0.1368	0.1452	0.1823	37.5	27.6	9.9
2	Nick Kurtz	0.0857	0.0970	0.1759	47.1	39.0	8.1
3	Ben Williamson	0.1134	0.0837	0.0712	10.6	3.4	7.2
4	Sam Haggerty	0.1429	0.0992	0.0714	11.9	4.9	7.0
5	Tim Tawa	0.1429	0.1075	0.0800	12.7	6.0	6.8
6	Taylor Ward	0.1155	0.1183	0.1554	30.5	25.2	5.4
7	Yandy Díaz	0.1091	0.1119	0.1275	16.0	10.7	5.3
8	Cam Smith	0.1353	0.1200	0.1034	12.7	7.7	5.0
9	Dominic Canzone	0.1071	0.1210	0.1190	4.8	0.3	4.5
10	Willy Adames	0.1250	0.1263	0.1268	5.5	1.0	4.5

Marcel

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Junior Caminero	0.1151	0.1408	0.1685	36.2	18.6	17.6
2	Andy Pages	0.1065	0.1319	0.1378	20.9	4.3	16.6
3	Chandler Simpson	0.1134	0.0757	0.0590	23.1	7.0	16.1
4	Tyler Soderstrom	0.1030	0.1270	0.1490	30.0	14.3	15.7
5	Chase Meidroth	0.1134	0.0813	0.0455	33.2	17.6	15.6
6	TJ Friedl	0.1271	0.1066	0.0774	32.6	19.4	13.2
7	Michael Harris II	0.1131	0.1322	0.1342	14.9	1.8	13.0
8	Kyle Manzardo	0.1053	0.1264	0.1318	15.2	3.4	11.9
9	Elly De La Cruz	0.1078	0.1267	0.1230	12.1	1.9	10.2
10	Willy Adames	0.1452	0.1263	0.1268	11.1	1.0	10.2

OOPSY

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Shohei Ohtani	0.2058	0.1728	0.1403	48.5	23.0	25.5
2	Aaron Judge	0.2138	0.1846	0.1679	32.0	10.7	21.3
3	Ronald Acuña Jr.	0.1750	0.1336	0.1019	30.6	12.7	17.9
4	Matt Olson	0.1713	0.1524	0.1312	29.9	14.7	15.2
5	Marcell Ozuna	0.1729	0.1524	0.1149	35.1	21.7	13.4
6	Austin Riley	0.1766	0.1495	0.1208	25.5	12.4	13.1
7	Julio Rodríguez	0.1492	0.1344	0.1338	11.8	0.2	11.5
8	Fernando Tatis Jr.	0.1617	0.1472	0.1027	41.6	30.1	11.5
9	Sal Frelick	0.0671	0.0877	0.1061	22.4	11.5	11.0
10	Elly De La Cruz	0.1392	0.1267	0.1230	12.2	1.9	10.3

Razzball

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Kyle Schwarber	0.1297	0.1452	0.1823	36.9	27.6	9.3
2	Eugenio Suárez	0.1179	0.1326	0.1796	39.4	31.5	7.9
3	Cal Raleigh	0.1318	0.1454	0.1773	30.9	23.2	7.7
4	Julio Rodríguez	0.1215	0.1344	0.1338	7.5	0.2	7.3
5	Rafael Devers	0.1377	0.1497	0.1495	7.4	0.5	6.9
6	Ian Happ	0.1044	0.1169	0.1192	8.6	2.1	6.5
7	Chandler Simpson	0.0871	0.0757	0.0590	13.2	7.0	6.2
8	Nolan Schanuel	0.1042	0.0939	0.0940	6.7	0.5	6.2
9	Willy Adames	0.1147	0.1263	0.1268	7.1	1.0	6.1
10	Steven Kwan	0.0920	0.0867	0.0808	8.9	3.5	5.5

Steamer

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Kyle Schwarber	0.1277	0.1452	0.1823	41.1	27.6	13.6
2	Yandy Díaz	0.1022	0.1119	0.1275	17.9	10.7	7.2
3	Taylor Ward	0.1094	0.1183	0.1554	31.9	25.2	6.8
4	Ian Happ	0.1084	0.1169	0.1192	8.6	2.1	6.5
5	Jung Hoo Lee	0.1185	0.1069	0.0891	16.8	10.4	6.4
6	Jarren Duran	0.1042	0.1120	0.1207	13.0	6.7	6.4
7	Victor Scott II	0.0968	0.0823	0.0799	6.8	0.7	6.1
8	Cal Raleigh	0.1391	0.1454	0.1773	28.5	23.2	5.3
9	Austin Wells	0.1113	0.1215	0.1585	22.1	17.0	5.1
10	Chandler Simpson	0.0882	0.0757	0.0590	11.9	7.0	5.0

The BAT

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Luis Arraez	0.1065	0.0920	0.0904	11.6	0.4	11.1
2	Ben Williamson	0.1134	0.0837	0.0712	12.8	3.4	9.3
3	Ketel Marte	0.1545	0.1397	0.1295	14.5	5.2	9.3
4	Jo Adell	0.1191	0.1344	0.1710	29.2	21.5	7.6
5	Bryan Reynolds	0.1293	0.1199	0.1116	12.3	4.8	7.4
6	Trent Grisham	0.0988	0.1134	0.1274	16.0	8.6	7.4
7	Pete Crow-Armstrong	0.0961	0.1092	0.1468	32.1	24.9	7.2
8	Kyle Tucker	0.1527	0.1431	0.1223	18.8	11.9	6.9
9	Geraldo Perdomo	0.0720	0.0834	0.1389	47.4	40.6	6.8
10	Steven Kwan	0.0940	0.0867	0.0808	9.9	3.5	6.4

The BAT X

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Ben Williamson	0.1134	0.0837	0.0712	12.7	3.4	9.2
2	Cody Bellinger	0.1164	0.1310	0.1494	21.1	12.7	8.5
3	Nolan Schanuel	0.0797	0.0939	0.0940	7.7	0.5	7.1
4	Ketel Marte	0.1508	0.1397	0.1295	12.2	5.2	7.1
5	William Contreras	0.1417	0.1330	0.1153	17.9	11.0	6.9
6	Anthony Volpe	0.0909	0.1034	0.1208	17.4	10.9	6.5
7	Michael Harris II	0.1205	0.1322	0.1342	8.3	1.8	6.5
8	Matt Chapman	0.1372	0.1271	0.1140	12.8	6.5	6.3
9	Jazz Chisholm Jr.	0.1182	0.1312	0.1507	16.8	10.8	6.0
10	Adolis García	0.1235	0.1356	0.1371	7.1	1.3	5.8

ZiPS

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Cam Smith	0.1678	0.1200	0.1034	27.1	7.7	19.4
2	Shohei Ohtani	0.2038	0.1728	0.1403	39.3	23.0	16.3
3	Brent Rooker	0.1712	0.1493	0.1273	24.0	14.7	9.3
4	Gleyber Torres	0.1005	0.1050	0.1178	16.9	8.7	8.2
5	Ceddanne Rafaela	0.1360	0.1136	0.1073	11.3	3.2	8.1
6	Gavin Lux	0.0968	0.1039	0.1054	9.1	1.2	7.9
7	Isaac Paredes	0.1506	0.1248	0.1210	8.8	1.3	7.5
8	Ben Rice	0.1538	0.1317	0.1226	11.5	4.3	7.2
9	Wyatt Langford	0.1479	0.1269	0.1082	17.3	10.2	7.1
10	Zach McKinstry	0.0799	0.0851	0.0959	13.0	6.0	7.0

Stolen Base Rate

Everybody Missed for Stolen Base Rate

Player	Actual	ATC	Aggregate	Depth Charts	Marcel	OOPSY	Razzball	Steamer	The BAT	The BAT X	ZiPS
Shohei Ohtani	0.1026	0.1976 (66.3)	0.2018 (70.1)	0.2143 (82.7)	0.1801 (54.7)	0.2100 (72.6)	0.1983 (67.5)	0.1895 (62.1)	0.1854 (58.2)	0.1969 (66.4)	0.2356 (98.3)
Elly De La Cruz	0.2114	0.3674 (106.3)	0.3506 (95.3)	0.3439 (94.0)	0.3380 (86.8)	0.3743 (108.6)	0.3677 (107.2)	0.3481 (94.4)	0.3195 (73.5)	0.3389 (87.0)	0.3397 (91.2)
Jorge Mateo	1.1538	0.3549 (66.6)	0.3622 (65.9)	0.3333 (67.9)	0.3182 (69.6)	0.3458 (67.7)	0.3295 (68.7)	0.3365 (68.0)	0.4181 (61.3)	0.4238 (60.8)	0.3284 (68.3)
Tyler Tolbert	1.4000	0.0800 (75.5)	0.2280 (67.0)	0.0800 (75.1)	0.0800 (75.4)	0.2811 (64.2)	0.1892 (69.2)	0.1933 (68.9)	0.0800 (75.4)	0.0800 (75.4)	0.2500 (65.4)
Brice Turang	0.1277	0.2622 (86.1)	0.2472 (76.9)	0.2384 (74.3)	0.2465 (76.7)	0.2595 (81.9)	0.2441 (74.8)	0.2421 (74.4)	0.2426 (73.8)	0.2453 (75.6)	0.2349 (72.1)
Juan Soto	0.1743	0.0387 (99.7)	0.0386 (99.0)	0.0352 (98.0)	0.0412 (96.8)	0.0467 (96.6)	0.0419 (96.8)	0.0410 (96.4)	0.0345 (102.0)	0.0362 (100.8)	0.0315 (100.5)
DaShawn Keirsey Jr.	1.0000	0.1654 (73.8)	0.1769 (72.7)	0.1786 (72.1)	0.0851 (80.7)	0.2172 (69.5)	0.0800 (81.2)	0.1531 (74.7)	0.1598 (74.2)	0.1764 (72.7)	0.1901 (71.1)
Gunnar Henderson	0.1754	0.1019 (50.4)	0.0993 (51.3)	0.0994 (48.2)	0.0903 (56.9)	0.1068 (49.6)	0.1031 (49.0)	0.1001 (50.0)	0.0942 (54.8)	0.0964 (53.3)	0.0930 (52.2)
Ronald Acuña Jr.	0.0652	0.1968 (52.6)	0.2374 (69.8)	0.2453 (75.0)	0.2455 (73.3)	0.2536 (74.5)	0.1985 (53.7)	0.2659 (82.1)	0.2739 (84.8)	0.2493 (74.6)	0.2236 (66.2)
Byron Buxton	0.2105	0.0883 (68.3)	0.0876 (68.2)	0.0865 (66.1)	0.0899 (66.7)	0.0956 (66.4)	0.0816 (71.4)	0.0797 (71.8)	0.0900 (66.9)	0.0890 (67.4)	0.0886 (64.9)
Josh Naylor	0.1852	0.0483 (85.0)	0.0511 (82.6)	0.0537 (78.2)	0.0597 (77.2)	0.0589 (80.8)	0.0464 (85.6)	0.0474 (84.2)	0.0536 (81.2)	0.0480 (84.7)	0.0556 (77.0)
Oneil Cruz	0.3140	0.1598 (86.0)	0.1517 (89.8)	0.1429 (92.1)	0.1379 (97.1)	0.1400 (98.8)	0.1328 (100.2)	0.1294 (101.3)	0.1708 (79.5)	0.1696 (80.2)	0.1606 (82.3)

Individual Misses for Stolen Base Rate

ATC

Rank	Player	Proj	Actual	Error
1	Luis Robert Jr.	0.1934	0.3267	59.1
2	Jo Adell	0.1481	0.0450	56.9
3	Tommy Edman	0.1878	0.0395	54.5
4	Harrison Bader	0.1947	0.0833	53.8
5	Colton Cowser	0.0664	0.2090	52.7
6	Maikel Garcia	0.2099	0.1329	48.7
7	Jackson Merrill	0.1128	0.0094	48.0
8	José Caballero	0.3681	0.4900	46.5

Aggregate

Rank	Player	Proj	Actual	Error
1	Harrison Bader	0.1988	0.0833	56.5
2	Luis Robert Jr.	0.1994	0.3267	56.1
3	Jo Adell	0.1447	0.0450	55.5
4	Tommy Edman	0.1819	0.0395	52.7
5	José Caballero	0.3521	0.4900	52.1
6	Colton Cowser	0.0674	0.2090	52.0
7	Jake Mangum	0.1176	0.2269	48.0
8	Jackson Merrill	0.1052	0.0094	44.9

Depth Charts

Rank	Player	Proj	Actual	Error
1	Luis Robert Jr.	0.1786	0.3267	63.0
2	Harrison Bader	0.1875	0.0833	53.2
3	Jo Adell	0.1339	0.0450	52.1
4	Colton Cowser	0.0629	0.2090	51.9
5	Tommy Edman	0.1714	0.0395	50.5
6	Maikel Garcia	0.2055	0.1329	49.6
7	Jake Mangum	0.1111	0.2269	48.7
8	José Ramírez	0.1801	0.2514	46.7

Marcel

Rank	Player	Proj	Actual	Error
1	Chandler Simpson	0.0800	0.3548	122.3
2	Victor Scott II	0.1228	0.2906	78.8
3	José Caballero	0.3063	0.4900	68.8
4	Luis Robert Jr.	0.1717	0.3267	67.8
5	Jake Mangum	0.0800	0.2269	63.9
6	David Hamilton	0.2892	0.5789	56.7
7	Pete Crow-Armstrong	0.2283	0.3125	56.0
8	José Ramírez	0.1724	0.2514	54.8

OOPSY

Rank	Player	Proj	Actual	Error
1	Jo Adell	0.1580	0.0450	60.4
2	Luis Robert Jr.	0.2006	0.3267	57.6
3	Colton Cowser	0.0717	0.2090	52.1
4	Caleb Durbin	0.2444	0.1364	50.8
5	Luis Rengifo	0.1800	0.0787	50.7
6	Harrison Bader	0.1919	0.0833	50.6
7	Maikel Garcia	0.2095	0.1329	46.0
8	José Caballero	0.3745	0.4900	45.5

Razzball

Rank	Player	Proj	Actual	Error
1	Jo Adell	0.1573	0.0450	62.6
2	Harrison Bader	0.2035	0.0833	58.7
3	Pete Crow-Armstrong	0.2310	0.3125	54.6
4	Luis Robert Jr.	0.2094	0.3267	51.8
5	Jake Mangum	0.1091	0.2269	51.7
6	José Caballero	0.3549	0.4900	51.1
7	Colton Cowser	0.0726	0.2090	50.1
8	Tommy Edman	0.1708	0.0395	48.4

Steamer

Rank	Player	Proj	Actual	Error
1	Jo Adell	0.1533	0.0450	61.1
2	Harrison Bader	0.1988	0.0833	57.1
3	Luis Robert Jr.	0.1962	0.3267	56.9
4	José Caballero	0.3439	0.4900	54.6
5	Jake Mangum	0.1034	0.2269	53.5
6	Pete Crow-Armstrong	0.2352	0.3125	51.0
7	Colton Cowser	0.0702	0.2090	50.5
8	David Hamilton	0.3258	0.5789	49.4

The BAT

Rank	Player	Proj	Actual	Error
1	Harrison Bader	0.2205	0.0833	67.3
2	Pete Crow-Armstrong	0.2163	0.3125	64.1
3	Tommy Edman	0.2107	0.0395	63.5
4	José Caballero	0.3280	0.4900	61.0
5	Jo Adell	0.1419	0.0450	53.9
6	Colton Cowser	0.0636	0.2090	53.4
7	Jake Mangum	0.1094	0.2269	51.5
8	Agustín Ramírez	0.0606	0.1416	49.0

The BAT X

Rank	Player	Proj	Actual	Error
1	José Caballero	0.3174	0.4900	65.0
2	Harrison Bader	0.2087	0.0833	61.3
3	Tommy Edman	0.1988	0.0395	59.0
4	Jo Adell	0.1410	0.0450	53.3
5	Luis Robert Jr.	0.2081	0.3267	52.4
6	Colton Cowser	0.0663	0.2090	52.4
7	TJ Friedl	0.1295	0.0571	47.5
8	Jackson Merrill	0.1102	0.0094	47.3

ZiPS

Rank	Player	Proj	Actual	Error
1	Luis Robert Jr.	0.1714	0.3267	66.0
2	José Ramírez	0.1711	0.2514	52.6
3	Colton Cowser	0.0608	0.2090	52.5
4	Tommy Edman	0.1759	0.0395	52.3
5	Maikel Garcia	0.2081	0.1329	51.5
6	Harrison Bader	0.1758	0.0833	47.4
7	Jackson Merrill	0.1029	0.0094	46.2
8	Andy Pages	0.0242	0.1000	45.9

Most Unique Misses for Stolen Base Rate

Players where this system’s error exceeded Aggregate’s error by the largest margin.

ATC

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Myles Straw	0.2839	0.1804	0.1690	33.2	2.6	30.6
2	Sam Haggerty	0.0800	0.2100	0.2553	32.6	8.8	23.9
3	Bryce Teodosio	0.0800	0.2035	0.2593	27.5	8.8	18.7
4	Isaac Collins	0.1732	0.1376	0.1260	19.1	3.9	15.2
5	Heriberto Hernández	0.0800	0.0276	0.0127	18.7	3.6	15.1
6	Xavier Edwards	0.2149	0.1911	0.1475	39.3	25.2	14.1
7	Otto Lopez	0.1607	0.1359	0.1034	31.7	17.7	14.1
8	Sal Frelick	0.1390	0.1166	0.1111	14.3	1.6	12.7
9	Nate Eaton	0.0800	0.2082	0.3462	24.3	12.7	11.6
10	Yohel Pozo	0.0800	0.0113	0.0000	12.8	1.4	11.4

Depth Charts

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Sam Haggerty	0.0000	0.2100	0.2553	46.1	8.8	37.3
2	Addison Barger	0.0000	0.0441	0.0412	19.7	0.0	19.7
3	Bryce Teodosio	0.0800	0.2035	0.2593	26.6	8.8	17.8
4	Taylor Trammell	0.2500	0.1240	0.1000	20.5	2.9	17.6
5	Kody Clemens	0.0000	0.0474	0.0685	25.7	9.2	16.5
6	Denzel Clarke	0.0800	0.1695	0.2000	18.8	5.3	13.5
7	Michael Helman	0.0000	0.1223	0.2000	21.8	8.8	12.9
8	Shohei Ohtani	0.2143	0.2018	0.1026	82.7	70.1	12.5
9	Tim Tawa	0.0000	0.0602	0.1739	38.7	26.2	12.5
10	Yohel Pozo	0.0800	0.0113	0.0000	13.8	1.4	12.3

Marcel

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Chandler Simpson	0.0800	0.3449	0.3548	122.3	5.6	116.7
2	Victor Scott II	0.1228	0.2675	0.2906	78.8	12.0	66.8
3	Drake Baldwin	0.0800	0.0080	0.0000	34.6	2.3	32.3
4	Luisangel Acuña	0.0769	0.2170	0.3265	48.6	21.7	27.0
5	Matt Shaw	0.0800	0.1398	0.1848	46.8	20.9	26.0
6	Edgar Quero	0.0800	0.0183	0.0000	31.3	6.3	25.0
7	Liam Hicks	0.0800	0.0197	0.0175	23.4	0.2	23.2
8	Jakob Marsee	0.0800	0.1768	0.2373	37.4	14.8	22.6
9	Xavier Edwards	0.2264	0.1911	0.1475	47.4	25.2	22.1
10	Hunter Goodman	0.0678	0.0311	0.0081	33.2	11.7	21.5

OOPSY

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Chandler Simpson	0.4613	0.3449	0.3548	43.6	5.6	38.1
2	Caleb Durbin	0.2444	0.1906	0.1364	50.8	26.0	24.8
3	Geraldo Perdomo	0.0872	0.1024	0.1233	31.4	17.0	14.4
4	Elly De La Cruz	0.3743	0.3506	0.2114	108.6	95.3	13.3
5	Cam Smith	0.0196	0.0417	0.0661	26.7	13.4	13.3
6	Hyeseong Kim	0.0800	0.1474	0.3023	39.1	26.8	12.3
7	Matt McLain	0.1587	0.1352	0.1295	12.5	1.7	10.8
8	Ceddanne Rafaela	0.2111	0.1890	0.1695	20.0	9.8	10.2
9	Jonatan Clase	0.3795	0.2884	0.1111	29.2	19.5	9.7
10	Liam Hicks	0.0000	0.0197	0.0175	9.8	0.2	9.6

Razzball

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Nick Kurtz	0.0800	0.0378	0.0163	29.7	9.2	20.6
2	Bryce Teodosio	0.0800	0.2035	0.2593	27.3	8.8	18.5
3	Victor Scott II	0.2354	0.2675	0.2906	26.9	12.0	15.0
4	CJ Abrams	0.2697	0.2470	0.2199	29.8	15.5	14.3
5	Fernando Tatis Jr.	0.1228	0.1413	0.1600	27.8	14.9	12.9
6	Pete Crow-Armstrong	0.2310	0.2496	0.3125	54.6	42.5	12.1
7	Elly De La Cruz	0.3677	0.3506	0.2114	107.2	95.3	11.9
8	Nate Eaton	0.0800	0.2082	0.3462	24.2	12.7	11.6
9	Yohel Pozo	0.0800	0.0113	0.0000	12.9	1.4	11.5
10	Oneil Cruz	0.1328	0.1517	0.3140	100.2	89.8	10.3

Steamer

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Nick Kurtz	0.0800	0.0378	0.0163	30.4	9.2	21.2
2	Victor Scott II	0.2330	0.2675	0.2906	27.4	12.0	15.4
3	Fernando Tatis Jr.	0.1196	0.1413	0.1600	29.0	14.9	14.1
4	Ronald Acuña Jr.	0.2659	0.2374	0.0652	82.1	69.8	12.3
5	Oneil Cruz	0.1294	0.1517	0.3140	101.3	89.8	11.4
6	CJ Abrams	0.2609	0.2470	0.2199	25.1	15.5	9.6
7	Jasson Domínguez	0.1416	0.1650	0.2035	27.2	17.7	9.5
8	Randy Arozarena	0.1302	0.1441	0.1751	32.9	24.0	9.0
9	Pete Crow-Armstrong	0.2352	0.2496	0.3125	51.0	42.5	8.5
10	Eli White	0.1452	0.1730	0.1923	13.2	6.0	7.2

The BAT

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Chandler Simpson	0.2498	0.3449	0.3548	47.6	5.6	42.0
2	Sam Haggerty	0.0800	0.2100	0.2553	32.4	8.8	23.7
3	Pete Crow-Armstrong	0.2163	0.2496	0.3125	64.1	42.5	21.6
4	Bryce Teodosio	0.0800	0.2035	0.2593	27.3	8.8	18.5
5	Heriberto Hernández	0.0800	0.0276	0.0127	18.9	3.6	15.4
6	Ronald Acuña Jr.	0.2739	0.2374	0.0652	84.8	69.8	15.0
7	Cedric Mullins	0.2584	0.2308	0.2056	24.8	11.2	13.7
8	J.T. Realmuto	0.1000	0.0775	0.0597	20.6	8.2	12.4
9	Nate Eaton	0.0800	0.2082	0.3462	24.2	12.7	11.5
10	Yohel Pozo	0.0800	0.0113	0.0000	13.0	1.4	11.5

The BAT X

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Chandler Simpson	0.2781	0.3449	0.3548	35.1	5.6	29.5
2	Sam Haggerty	0.0800	0.2100	0.2553	32.4	8.8	23.7
3	Bryce Teodosio	0.0800	0.2035	0.2593	27.3	8.8	18.5
4	Heriberto Hernández	0.0800	0.0276	0.0127	18.9	3.6	15.4
5	Javier Sanoja	0.1544	0.1131	0.0923	20.2	6.2	14.1
6	José Caballero	0.3174	0.3521	0.4900	65.0	52.1	12.9
7	Corbin Carroll	0.2538	0.2345	0.2286	14.3	2.0	12.3
8	J.T. Realmuto	0.0987	0.0775	0.0597	19.9	8.2	11.6
9	Nate Eaton	0.0800	0.2082	0.3462	24.2	12.7	11.6
10	Lawrence Butler	0.1167	0.1349	0.1583	28.1	16.5	11.5

ZiPS

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Shohei Ohtani	0.2356	0.2018	0.1026	98.3	70.1	28.2
2	Jackson Chourio	0.2128	0.1815	0.1736	24.4	3.0	21.4
3	Bobby Witt Jr.	0.1818	0.2175	0.2303	31.8	10.7	21.1
4	Jung Hoo Lee	0.0168	0.0547	0.0662	29.1	8.8	20.3
5	Caleb Durbin	0.2178	0.1906	0.1364	42.3	26.0	16.3
6	Trevor Story	0.1493	0.1786	0.2109	38.9	22.9	15.9
7	Corbin Carroll	0.2036	0.2345	0.2286	14.6	2.0	12.6
8	José Ramírez	0.1711	0.1941	0.2514	52.6	40.5	12.2
9	Maikel Garcia	0.2081	0.1979	0.1329	51.5	41.4	10.1
10	Luis Robert Jr.	0.1714	0.1994	0.3267	66.0	56.1	9.9

Batting Average

Everybody Missed for Batting Average

Player	Actual	ATC	Aggregate	Depth Charts	Marcel	OOPSY	Razzball	Steamer	The BAT	The BAT X	ZiPS
George Springer	0.3092	0.2422 (39.7)	0.2422 (39.5)	0.2422 (41.9)	0.2455 (39.1)	0.2423 (40.0)	0.2385 (40.5)	0.2453 (39.8)	0.2401 (39.6)	0.2461 (36.2)	0.2408 (42.5)
Brice Turang	0.2877	0.2468 (27.5)	0.2477 (26.6)	0.2552 (24.4)	0.2417 (32.4)	0.2417 (31.2)	0.2493 (24.2)	0.2551 (24.1)	0.2445 (27.5)	0.2432 (28.4)	0.2533 (25.4)
Aaron Judge	0.3309	0.2830 (33.0)	0.2819 (33.5)	0.2785 (38.7)	0.2967 (25.3)	0.3001 (21.8)	0.2675 (41.9)	0.2758 (40.1)	0.2858 (29.6)	0.2808 (33.1)	0.2805 (37.0)
Kyle Stowers	0.2882	0.2159 (33.4)	0.2222 (30.4)	0.2316 (28.0)	0.2226 (31.4)	0.2314 (26.6)	0.2214 (29.8)	0.2276 (29.5)	0.2113 (34.5)	0.2152 (32.7)	0.2330 (27.1)
Jonathan Aranda	0.3162	0.2513 (27.7)	0.2494 (28.4)	0.2579 (26.6)	0.2332 (36.3)	0.2490 (28.9)	0.2488 (27.7)	0.2550 (27.5)	0.2411 (31.0)	0.2415 (30.9)	0.2591 (25.9)
Dillon Dingler	0.2782	0.2222 (26.6)	0.2228 (26.2)	0.2290 (25.2)	0.2222 (27.7)	0.2212 (27.3)	0.2200 (26.5)	0.2270 (25.9)	0.2201 (26.5)	0.2220 (25.7)	0.2269 (26.0)
Geraldo Perdomo	0.2898	0.2422 (34.8)	0.2434 (33.7)	0.2520 (30.5)	0.2429 (36.0)	0.2437 (34.1)	0.2496 (27.7)	0.2544 (28.4)	0.2338 (39.2)	0.2318 (40.7)	0.2481 (33.0)
Oneil Cruz	0.1996	0.2520 (28.1)	0.2535 (29.1)	0.2558 (28.1)	0.2505 (26.1)	0.2635 (34.1)	0.2509 (28.8)	0.2583 (29.8)	0.2461 (26.1)	0.2513 (28.9)	0.2524 (26.5)
Tyler Soderstrom	0.2763	0.2299 (29.4)	0.2290 (29.8)	0.2294 (32.1)	0.2237 (34.7)	0.2347 (26.7)	0.2241 (31.5)	0.2350 (28.2)	0.2265 (30.1)	0.2288 (28.8)	0.2241 (35.2)

Individual Misses for Batting Average

ATC

Rank	Player	Proj	Actual	Error
1	Nick Kurtz	0.2226	0.2905	33.6
2	Hunter Goodman	0.2333	0.2778	26.2
3	Shea Langeliers	0.2279	0.2765	25.9
4	Pete Alonso	0.2386	0.2724	24.5
5	Ramón Laureano	0.2331	0.2812	23.9
6	Jeremy Peña	0.2615	0.3043	23.7
7	Bo Bichette	0.2747	0.3110	23.3
8	Jorge Polanco	0.2223	0.2654	23.0
9	Jake Meyers	0.2338	0.2915	22.3
10	Trevor Story	0.2307	0.2631	21.7

Aggregate

Rank	Player	Proj	Actual	Error
1	Nick Kurtz	0.2277	0.2905	30.9
2	Shea Langeliers	0.2309	0.2765	24.1
3	Daylen Lile	0.2311	0.2991	24.0
4	Ramón Laureano	0.2333	0.2812	23.6
5	Pete Alonso	0.2397	0.2724	23.5
6	Hunter Goodman	0.2382	0.2778	23.2
7	Jeremy Peña	0.2629	0.3043	22.7
8	Trevor Story	0.2294	0.2631	22.3
9	Jorge Polanco	0.2233	0.2654	22.3
10	Michael Harris II	0.2835	0.2488	22.0

Depth Charts

Rank	Player	Proj	Actual	Error
1	Jakob Marsee	0.1667	0.2919	30.4
2	Trevor Story	0.2281	0.2631	25.9
3	Pete Alonso	0.2409	0.2724	25.6
4	Michael Harris II	0.2925	0.2488	25.1
5	Hunter Goodman	0.2394	0.2778	24.9
6	Jeremy Peña	0.2632	0.3043	24.8
7	Ramón Laureano	0.2360	0.2812	24.3
8	Shea Langeliers	0.2353	0.2765	24.0
9	Jorge Polanco	0.2264	0.2654	22.8
10	Nick Kurtz	0.2500	0.2905	22.0

Marcel

Rank	Player	Proj	Actual	Error
1	Hunter Goodman	0.2148	0.2778	38.3
2	Jacob Wilson	0.2446	0.3107	36.2
3	Shea Langeliers	0.2208	0.2765	30.7
4	Matt McLain	0.2715	0.2196	28.2
5	Maikel Garcia	0.2471	0.2857	27.7
6	Bo Bichette	0.2723	0.3110	26.2
7	Jeremy Peña	0.2592	0.3043	26.1
8	Jake Meyers	0.2280	0.2915	25.4
9	Pete Alonso	0.2402	0.2724	25.1
10	Jordan Beck	0.2198	0.2579	24.2

OOPSY

Rank	Player	Proj	Actual	Error
1	Nathaniel Lowe	0.2766	0.2278	28.9
2	Nick Kurtz	0.2356	0.2905	27.5
3	Daylen Lile	0.2274	0.2991	25.6
4	Michael Harris II	0.2889	0.2488	24.9
5	Sal Frelick	0.2473	0.2879	24.9
6	Trevor Story	0.2273	0.2631	24.3
7	Jake Mangum	0.2418	0.2963	23.9
8	Ramón Laureano	0.2373	0.2812	22.0
9	Jorge Polanco	0.2247	0.2654	22.0
10	Michael Conforto	0.2443	0.1986	21.6

Razzball

Rank	Player	Proj	Actual	Error
1	Shea Langeliers	0.2186	0.2765	29.4
2	Pete Alonso	0.2319	0.2724	27.5
3	Trevor Story	0.2199	0.2631	27.1
4	Ramón Laureano	0.2249	0.2812	26.7
5	Jorge Polanco	0.2159	0.2654	25.1
6	Hunter Goodman	0.2346	0.2778	24.0
7	Jeremy Peña	0.2591	0.3043	23.6
8	Michael Harris II	0.2823	0.2488	22.6
9	Bo Bichette	0.2735	0.3110	22.5
10	Will Smith	0.2443	0.2956	21.6

Steamer

Rank	Player	Proj	Actual	Error
1	Trevor Story	0.2246	0.2631	27.8
2	Pete Alonso	0.2389	0.2724	26.6
3	Ramón Laureano	0.2318	0.2812	26.1
4	Shea Langeliers	0.2313	0.2765	25.7
5	Jorge Polanco	0.2220	0.2654	24.9
6	Daylen Lile	0.2323	0.2991	24.8
7	Hunter Goodman	0.2390	0.2778	24.8
8	Nick Kurtz	0.2453	0.2905	24.1
9	Michael Harris II	0.2895	0.2488	23.5
10	Jeremy Peña	0.2654	0.3043	23.3

The BAT

Rank	Player	Proj	Actual	Error
1	Nick Kurtz	0.2120	0.2905	37.6
2	Hunter Goodman	0.2343	0.2778	24.3
3	Ramón Laureano	0.2309	0.2812	23.8
4	Shea Langeliers	0.2314	0.2765	22.8
5	Romy Gonzalez	0.2370	0.3048	22.6
6	Jake Mangum	0.2420	0.2963	22.6
7	Jake Meyers	0.2324	0.2915	21.9
8	Pete Alonso	0.2402	0.2724	21.8
9	Harrison Bader	0.2323	0.2768	21.5
10	Dominic Canzone	0.2194	0.3004	21.4

The BAT X

Rank	Player	Proj	Actual	Error
1	Nick Kurtz	0.2121	0.2905	37.7
2	Sal Frelick	0.2462	0.2879	23.9
3	Shea Langeliers	0.2299	0.2765	23.7
4	Bo Bichette	0.2725	0.3110	23.3
5	Ramón Laureano	0.2325	0.2812	23.1
6	Cal Raleigh	0.2131	0.2466	22.7
7	Jake Mangum	0.2420	0.2963	22.6
8	Pete Alonso	0.2391	0.2724	22.6
9	Jorge Polanco	0.2215	0.2654	22.3
10	Hunter Goodman	0.2389	0.2778	21.7

ZiPS

Rank	Player	Proj	Actual	Error
1	Michael Harris II	0.2937	0.2488	26.1
2	Nathaniel Lowe	0.2743	0.2278	25.8
3	Jeremy Peña	0.2618	0.3043	25.3
4	Pete Alonso	0.2419	0.2724	24.6
5	Daylen Lile	0.2337	0.2991	24.4
6	Hunter Goodman	0.2430	0.2778	22.5
7	Shea Langeliers	0.2378	0.2765	22.4
8	Maikel Garcia	0.2564	0.2857	22.3
9	Trevor Story	0.2334	0.2631	22.1
10	Jakob Marsee	0.2021	0.2919	22.0

Most Unique Misses for Batting Average

Players where this system’s error exceeded Aggregate’s error by the largest margin.

ATC

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Mickey Moniak	0.2281	0.2405	0.2696	19.5	13.6	5.9
2	Bryce Teodosio	0.2453	0.2060	0.2029	6.2	0.4	5.8
3	Tyler Freeman	0.2563	0.2687	0.2812	11.0	5.5	5.5
4	Miguel Vargas	0.2208	0.2296	0.2341	8.0	2.8	5.2
5	Willie MacIver	0.2453	0.2066	0.1863	6.5	2.2	4.2
6	Anthony Seigler	0.2453	0.1918	0.1935	3.7	0.2	3.6
7	John Rave	0.2453	0.2254	0.1961	8.5	5.1	3.4
8	Ben Rice	0.2197	0.2258	0.2548	19.0	15.6	3.4
9	Drew Gilbert	0.2453	0.2145	0.1900	5.9	2.6	3.3
10	Hunter Feduccia	0.2453	0.2142	0.1477	10.2	6.9	3.2

Depth Charts

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Sam Haggerty	0.3333	0.2388	0.2531	13.8	2.7	11.1
2	Jakob Marsee	0.1667	0.2065	0.2919	30.4	20.1	10.3
3	Jahmai Jones	0.1667	0.2220	0.2868	18.7	9.8	8.9
4	Cam Smith	0.2261	0.2336	0.2358	7.0	1.3	5.7
5	Bryce Teodosio	0.2453	0.2060	0.2029	5.7	0.4	5.3
6	Aaron Judge	0.2785	0.2819	0.3309	38.7	33.5	5.2
7	Ildemaro Vargas	0.3333	0.2483	0.2696	7.2	2.6	4.5
8	Edgar Quero	0.2353	0.2422	0.2685	15.2	10.8	4.5
9	Willie MacIver	0.2453	0.2066	0.1863	6.0	2.2	3.8
10	Kyle Schwarber	0.2240	0.2248	0.2401	14.9	11.3	3.6

Marcel

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Miguel Vargas	0.1968	0.2296	0.2341	23.0	2.8	20.2
2	Jacob Wilson	0.2446	0.2785	0.3107	36.2	17.1	19.1
3	Tyler Freeman	0.2289	0.2687	0.2812	23.7	5.5	18.2
4	Jose Altuve	0.2924	0.2660	0.2653	15.7	0.2	15.5
5	Hunter Goodman	0.2148	0.2382	0.2778	38.3	23.2	15.1
6	Junior Caminero	0.2446	0.2643	0.2641	14.8	0.2	14.6
7	Chandler Simpson	0.2453	0.2744	0.2947	23.2	9.1	14.0
8	Jordan Beck	0.2198	0.2401	0.2579	24.2	10.7	13.5
9	Jackson Holliday	0.2203	0.2356	0.2423	16.3	4.6	11.7
10	Alek Thomas	0.2291	0.2520	0.2494	11.0	1.0	10.0

OOPSY

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Tyler Freeman	0.2493	0.2687	0.2812	14.2	5.5	8.7
2	Nathaniel Lowe	0.2766	0.2619	0.2278	28.9	20.5	8.4
3	Juan Soto	0.2891	0.2766	0.2634	17.4	9.1	8.3
4	Julio Rodríguez	0.2879	0.2772	0.2669	14.0	7.0	6.9
5	Vladimir Guerrero Jr.	0.3075	0.2969	0.2920	9.7	3.0	6.6
6	Caleb Durbin	0.2231	0.2352	0.2562	17.4	10.8	6.6
7	Sal Frelick	0.2473	0.2569	0.2879	24.9	18.7	6.2
8	Bobby Witt Jr.	0.3064	0.2948	0.2953	6.7	0.7	6.0
9	Cody Bellinger	0.2448	0.2525	0.2721	18.8	13.2	5.6
10	Riley Greene	0.2754	0.2660	0.2583	10.3	4.8	5.6

Razzball

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Brent Rooker	0.2354	0.2520	0.2620	17.4	7.3	10.1
2	Aaron Judge	0.2675	0.2819	0.3309	41.9	33.5	8.4
3	Bryce Teodosio	0.2453	0.2060	0.2029	6.6	0.4	6.2
4	Heliot Ramos	0.2402	0.2502	0.2565	10.1	4.6	5.5
5	Shea Langeliers	0.2186	0.2309	0.2765	29.4	24.1	5.3
6	Carlos Santana	0.2320	0.2233	0.2193	6.8	1.7	5.1
7	Jeff McNeil	0.2663	0.2579	0.2431	11.5	6.6	4.9
8	Trevor Story	0.2199	0.2294	0.2631	27.1	22.3	4.8
9	Edgar Quero	0.2284	0.2422	0.2685	15.5	10.8	4.7
10	Willie MacIver	0.2453	0.2066	0.1863	6.7	2.2	4.5

Steamer

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Cam Smith	0.2108	0.2336	0.2358	14.3	1.3	13.0
2	Aaron Judge	0.2758	0.2819	0.3309	40.1	33.5	6.6
3	Trevor Story	0.2246	0.2294	0.2631	27.8	22.3	5.4
4	Jung Hoo Lee	0.2955	0.2833	0.2661	15.7	10.3	5.3
5	Jeff McNeil	0.2722	0.2579	0.2431	11.6	6.6	5.0
6	Carlos Santana	0.2373	0.2233	0.2193	6.6	1.7	4.9
7	Brent Rooker	0.2490	0.2520	0.2620	11.9	7.3	4.6
8	Edgar Quero	0.2348	0.2422	0.2685	15.2	10.8	4.4
9	J.T. Realmuto	0.2473	0.2512	0.2570	7.6	3.4	4.1
10	Byron Buxton	0.2389	0.2429	0.2643	16.0	11.9	4.1

The BAT

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Nick Kurtz	0.2120	0.2277	0.2905	37.6	30.9	6.7
2	Bryce Teodosio	0.2453	0.2060	0.2029	6.6	0.4	6.2
3	Luis Arraez	0.3121	0.3054	0.2919	14.6	8.8	5.8
4	Geraldo Perdomo	0.2338	0.2434	0.2898	39.2	33.7	5.5
5	Ernie Clement	0.2506	0.2611	0.2771	14.7	9.7	5.0
6	Trent Grisham	0.1987	0.2085	0.2348	20.1	15.5	4.5
7	Willie MacIver	0.2453	0.2066	0.1863	6.7	2.2	4.5
8	Yandy Díaz	0.2747	0.2836	0.3002	15.6	11.1	4.5
9	Shohei Ohtani	0.2894	0.2854	0.2815	6.9	2.5	4.4
10	Jacob Wilson	0.2683	0.2785	0.3107	21.4	17.1	4.3

The BAT X

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Geraldo Perdomo	0.2318	0.2434	0.2898	40.7	33.7	7.0
2	Nick Kurtz	0.2121	0.2277	0.2905	37.7	30.9	6.8
3	Bryce Teodosio	0.2453	0.2060	0.2029	6.6	0.4	6.2
4	TJ Friedl	0.2339	0.2443	0.2608	17.5	11.6	5.9
5	Cal Raleigh	0.2131	0.2226	0.2466	22.7	17.2	5.5
6	Sal Frelick	0.2462	0.2569	0.2879	23.9	18.7	5.3
7	Alejandro Kirk	0.2523	0.2635	0.2816	14.1	9.4	4.8
8	Willie MacIver	0.2453	0.2066	0.1863	6.7	2.2	4.5
9	Taylor Ward	0.2556	0.2508	0.2280	19.2	14.9	4.4
10	Kyle Schwarber	0.2170	0.2248	0.2401	15.7	11.3	4.4

ZiPS

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Junior Caminero	0.2571	0.2643	0.2641	7.3	0.2	7.1
2	Bobby Witt Jr.	0.2895	0.2948	0.2953	6.8	0.7	6.2
3	Kyle Schwarber	0.2204	0.2248	0.2401	17.3	11.3	5.9
4	Tyler Soderstrom	0.2241	0.2290	0.2763	35.2	29.8	5.4
5	Nathaniel Lowe	0.2743	0.2619	0.2278	25.8	20.5	5.3
6	Josh Lowe	0.2659	0.2506	0.2197	18.3	13.3	5.0
7	Kyle Manzardo	0.2494	0.2364	0.2340	6.0	1.0	5.0
8	José Ramírez	0.2696	0.2729	0.2833	12.0	7.3	4.8
9	Alex Bregman	0.2550	0.2606	0.2725	10.7	6.1	4.6
10	Iván Herrera	0.2478	0.2542	0.2835	18.0	13.4	4.6

On-Base Percentage

Everybody Missed for On-Base Percentage

Player	Actual	ATC	Aggregate	Depth Charts	Marcel	OOPSY	Razzball	Steamer	The BAT	The BAT X	ZiPS
George Springer	0.3990	0.3176 (48.6)	0.3186 (47.8)	0.3207 (49.8)	0.3209 (47.7)	0.3192 (48.0)	0.3136 (50.6)	0.3201 (49.7)	0.3168 (46.7)	0.3211 (44.2)	0.3219 (49.0)
Michael Harris II	0.2684	0.3257 (35.7)	0.3307 (39.1)	0.3366 (39.4)	0.3201 (30.9)	0.3346 (41.1)	0.3293 (38.4)	0.3357 (39.3)	0.3259 (38.5)	0.3276 (39.4)	0.3363 (39.3)
TJ Friedl	0.3642	0.3209 (30.7)	0.3213 (30.3)	0.3268 (30.2)	0.3278 (27.2)	0.3204 (31.4)	0.3243 (28.0)	0.3288 (28.3)	0.3191 (29.1)	0.3095 (35.8)	0.3258 (30.8)
Brice Turang	0.3592	0.3109 (32.8)	0.3126 (31.6)	0.3214 (29.4)	0.3078 (36.1)	0.3077 (35.3)	0.3177 (28.0)	0.3233 (27.6)	0.3072 (32.6)	0.3050 (34.1)	0.3162 (32.7)
Harrison Bader	0.3473	0.2878 (30.5)	0.2903 (29.2)	0.2997 (27.2)	0.2889 (31.0)	0.2898 (29.8)	0.2916 (28.4)	0.2956 (28.9)	0.2820 (31.5)	0.2831 (31.0)	0.3023 (25.9)
Nick Kurtz	0.3832	0.2891 (46.7)	0.3000 (41.3)	0.3143 (37.0)	0.3151 (34.9)	0.3224 (30.8)	0.3151 (33.8)	0.3151 (36.2)	0.2838 (47.4)	0.2839 (47.4)	0.3207 (33.8)
Aaron Judge	0.4566	0.4129 (30.7)	0.4074 (34.2)	0.4056 (39.2)	0.4194 (27.5)	0.4191 (26.8)	0.3946 (42.7)	0.4024 (40.8)	0.4102 (29.8)	0.4050 (33.3)	0.4079 (37.5)
Kyle Stowers	0.3684	0.2865 (38.1)	0.2954 (34.0)	0.3075 (30.9)	0.2862 (39.1)	0.3030 (30.9)	0.2970 (33.1)	0.3024 (32.9)	0.2814 (38.6)	0.2872 (36.0)	0.3103 (29.6)
Cal Raleigh	0.3589	0.3018 (41.3)	0.3040 (39.6)	0.3053 (42.5)	0.3065 (39.3)	0.3161 (31.6)	0.2985 (43.2)	0.3052 (42.0)	0.3019 (38.4)	0.2981 (41.1)	0.3059 (42.0)
Geraldo Perdomo	0.3890	0.3274 (45.4)	0.3298 (43.6)	0.3416 (39.0)	0.3296 (45.2)	0.3315 (43.0)	0.3372 (38.0)	0.3409 (38.9)	0.3171 (50.0)	0.3127 (53.2)	0.3412 (39.2)
Jeremy Peña	0.3635	0.3091 (30.3)	0.3105 (29.4)	0.3117 (31.8)	0.3090 (31.4)	0.3161 (26.9)	0.3066 (31.4)	0.3129 (30.7)	0.3102 (27.6)	0.3087 (28.4)	0.3102 (32.5)
Will Smith	0.4037	0.3406 (28.2)	0.3395 (28.5)	0.3413 (30.1)	0.3384 (29.9)	0.3364 (30.2)	0.3333 (31.1)	0.3381 (31.2)	0.3396 (26.8)	0.3461 (24.0)	0.3424 (29.6)
Tyler Soderstrom	0.3462	0.2957 (32.4)	0.2921 (34.5)	0.2921 (37.9)	0.3000 (30.9)	0.2922 (35.0)	0.2879 (36.9)	0.2983 (33.6)	0.2907 (33.0)	0.2945 (30.7)	0.2857 (41.8)

Individual Misses for On-Base Percentage

ATC

Rank	Player	Proj	Actual	Error
1	Maikel Garcia	0.3097	0.3514	28.8
2	Isaac Collins	0.3074	0.3676	27.2
3	Mookie Betts	0.3681	0.3258	27.1
4	Trent Grisham	0.3053	0.3477	25.5
5	Jonathan Aranda	0.3353	0.3934	25.2
6	Bo Bichette	0.3184	0.3567	25.0
7	Nathaniel Lowe	0.3482	0.3071	24.2

Aggregate

Rank	Player	Proj	Actual	Error
1	Jonathan Aranda	0.3320	0.3934	26.4
2	Maikel Garcia	0.3137	0.3514	26.0
3	Mookie Betts	0.3663	0.3258	26.0
4	Isaac Collins	0.3104	0.3676	25.8
5	Nathaniel Lowe	0.3489	0.3071	24.7
6	Jake Cronenworth	0.3207	0.3667	24.4
7	Ryan O'Hearn	0.3231	0.3658	23.9

Depth Charts

Rank	Player	Proj	Actual	Error
1	Maikel Garcia	0.3174	0.3514	27.2
2	Mookie Betts	0.3731	0.3258	26.9
3	Trent Grisham	0.3101	0.3477	25.8
4	Isaac Collins	0.3163	0.3676	25.6
5	Jake Cronenworth	0.3248	0.3667	25.0
6	Ryan O'Hearn	0.3276	0.3658	24.5
7	Nathaniel Lowe	0.3531	0.3071	23.9

Marcel

Rank	Player	Proj	Actual	Error
1	Jonathan Aranda	0.3123	0.3934	35.6
2	Maikel Garcia	0.3016	0.3514	35.5
3	Hunter Goodman	0.2708	0.3230	32.2
4	Fernando Tatis Jr.	0.3265	0.3676	30.7
5	Isaac Collins	0.3048	0.3676	29.2
6	Trent Grisham	0.3025	0.3477	28.2
7	Bo Bichette	0.3164	0.3567	27.4

OOPSY

Rank	Player	Proj	Actual	Error
1	Nathaniel Lowe	0.3617	0.3071	32.0
2	Maikel Garcia	0.3125	0.3514	27.3
3	Jake Cronenworth	0.3161	0.3667	27.1
4	Jonathan Aranda	0.3333	0.3934	26.2
5	Ryan O'Hearn	0.3204	0.3658	25.8
6	Jake Mangum	0.2726	0.3302	25.5
7	Logan O'Hoppe	0.3140	0.2578	24.4

Razzball

Rank	Player	Proj	Actual	Error
1	Jake Cronenworth	0.3168	0.3667	26.2
2	Ramón Laureano	0.2897	0.3422	26.1
3	Jonathan Aranda	0.3356	0.3934	24.8
4	Maikel Garcia	0.3152	0.3514	24.8
5	Mookie Betts	0.3638	0.3258	24.6
6	Ryan O'Hearn	0.3216	0.3658	24.6
7	Bo Bichette	0.3198	0.3567	23.8

Steamer

Rank	Player	Proj	Actual	Error
1	Jake Cronenworth	0.3222	0.3667	26.0
2	Ramón Laureano	0.2958	0.3422	25.5
3	Jonathan Aranda	0.3411	0.3934	24.6
4	Cam Smith	0.2686	0.3124	24.5
5	Maikel Garcia	0.3208	0.3514	24.3
6	Trent Grisham	0.3119	0.3477	24.2
7	Mookie Betts	0.3682	0.3258	24.2

The BAT

Rank	Player	Proj	Actual	Error
1	Jonathan Aranda	0.3180	0.3934	30.7
2	Isaac Collins	0.2965	0.3676	30.2
3	Maikel Garcia	0.3090	0.3514	26.6
4	Mookie Betts	0.3630	0.3258	26.4
5	Nathaniel Lowe	0.3473	0.3071	26.1
6	Trent Grisham	0.3006	0.3477	25.9
7	Ryan O'Hearn	0.3201	0.3658	23.5

The BAT X

Rank	Player	Proj	Actual	Error
1	Isaac Collins	0.2965	0.3676	30.3
2	Jonathan Aranda	0.3198	0.3934	30.0
3	Mookie Betts	0.3648	0.3258	27.4
4	Sal Frelick	0.3058	0.3509	25.4
5	Bo Bichette	0.3144	0.3567	25.0
6	Logan O'Hoppe	0.3087	0.2578	24.1
7	Roman Anthony	0.3184	0.3960	22.8

ZiPS

Rank	Player	Proj	Actual	Error
1	Mookie Betts	0.3788	0.3258	30.8
2	Maikel Garcia	0.3133	0.3514	29.8
3	Nathaniel Lowe	0.3558	0.3071	25.7
4	Ryan O'Hearn	0.3256	0.3658	25.4
5	Jonathan Aranda	0.3409	0.3934	24.9
6	Jake Cronenworth	0.3251	0.3667	24.8
7	Colton Cowser	0.3422	0.2694	23.8

Most Unique Misses for On-Base Percentage

Players where this system’s error exceeded Aggregate’s error by the largest margin.

ATC

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Bryce Teodosio	0.3151	0.2635	0.2483	9.8	2.1	7.7
2	Tyler Freeman	0.3269	0.3410	0.3545	12.4	6.3	6.1
3	Mickey Moniak	0.2722	0.2852	0.3059	16.2	10.1	6.1
4	Cody Freeman	0.3151	0.2672	0.2583	6.7	0.9	5.8
5	Nick Kurtz	0.2891	0.3000	0.3832	46.7	41.3	5.4
6	Ben Williamson	0.3151	0.2920	0.2935	5.9	0.8	5.1
7	Yohel Pozo	0.3151	0.2846	0.2619	8.7	3.6	5.1
8	Kyle Stowers	0.2865	0.2954	0.3684	38.1	34.0	4.2
9	Miguel Vargas	0.3097	0.3187	0.3163	4.6	0.6	4.0
10	Freddie Freeman	0.3784	0.3719	0.3668	6.3	2.4	3.9

Depth Charts

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Sam Haggerty	0.4286	0.3119	0.3278	17.1	3.1	14.0
2	Tristan Gray	0.1667	0.2559	0.2824	10.5	2.4	8.1
3	Bryce Teodosio	0.3151	0.2635	0.2483	9.0	2.1	6.9
4	Jakob Marsee	0.2857	0.3073	0.3632	19.7	13.4	6.3
5	Jarren Duran	0.3247	0.3274	0.3324	10.0	4.4	5.7
6	Kyle Tucker	0.3594	0.3634	0.3771	14.6	9.0	5.6
7	Denzel Clarke	0.3151	0.2773	0.2739	5.5	0.3	5.1
8	Cody Freeman	0.3151	0.2672	0.2583	6.1	0.9	5.1
9	Cam Smith	0.2914	0.2961	0.3124	13.7	8.6	5.0
10	Vladimir Guerrero Jr.	0.3732	0.3751	0.3809	9.8	4.8	5.0

Marcel

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Miguel Vargas	0.2853	0.3187	0.3163	19.6	0.6	19.0
2	Jose Altuve	0.3625	0.3329	0.3292	19.6	1.5	18.0
3	Tyler Freeman	0.3075	0.3410	0.3545	21.5	6.3	15.2
4	Jose Iglesias	0.3422	0.3004	0.2979	14.0	0.4	13.6
5	Vladimir Guerrero Jr.	0.3573	0.3751	0.3809	18.4	4.8	13.5
6	Fernando Tatis Jr.	0.3265	0.3432	0.3676	30.7	17.7	13.0
7	Ben Rice	0.2925	0.3149	0.3371	25.4	12.5	13.0
8	Jordan Beck	0.2857	0.3047	0.3169	20.3	7.9	12.4
9	Hunter Goodman	0.2708	0.2890	0.3230	32.2	20.4	11.8
10	Wyatt Langford	0.3205	0.3386	0.3438	15.3	3.7	11.6

OOPSY

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Jake Mangum	0.2726	0.2896	0.3302	25.5	17.9	7.6
2	Nathaniel Lowe	0.3617	0.3489	0.3071	32.0	24.7	7.3
3	Nathan Lukes	0.3034	0.3184	0.3225	9.3	2.4	6.9
4	Julio Rodríguez	0.3479	0.3374	0.3239	15.5	8.6	6.9
5	Jackson Merrill	0.3045	0.3164	0.3174	7.2	1.1	6.1
6	Eric Wagaman	0.2833	0.2941	0.2957	7.4	1.5	5.9
7	Jackson Holliday	0.3405	0.3308	0.3143	15.7	9.9	5.8
8	Cody Bellinger	0.3069	0.3146	0.3338	19.0	13.5	5.6
9	Ben Williamson	0.2741	0.2920	0.2935	6.3	0.8	5.5
10	Tyler Freeman	0.3291	0.3410	0.3545	11.7	6.3	5.4

Razzball

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Brent Rooker	0.3171	0.3317	0.3352	13.4	3.4	10.0
2	Mike Trout	0.3389	0.3546	0.3586	11.5	2.9	8.6
3	Aaron Judge	0.3946	0.4074	0.4566	42.7	34.2	8.5
4	Bryce Teodosio	0.3151	0.2635	0.2483	9.9	2.1	7.8
5	Shohei Ohtani	0.3676	0.3775	0.3917	18.2	11.3	6.9
6	Brooks Lee	0.3098	0.2981	0.2846	12.7	6.4	6.3
7	Cam Smith	0.2838	0.2961	0.3124	14.5	8.6	5.9
8	Ramón Laureano	0.2897	0.3010	0.3422	26.1	20.7	5.3
9	Yohel Pozo	0.3151	0.2846	0.2619	8.8	3.6	5.2
10	Trevor Story	0.2898	0.2978	0.3078	12.4	7.4	5.0

Steamer

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Cam Smith	0.2686	0.2961	0.3124	24.5	8.6	15.9
2	Mike Trout	0.3436	0.3546	0.3586	11.6	2.9	8.7
3	Aaron Judge	0.4024	0.4074	0.4566	40.8	34.2	6.6
4	Shohei Ohtani	0.3731	0.3775	0.3917	17.9	11.3	6.6
5	Brooks Lee	0.3136	0.2981	0.2846	12.2	6.4	5.7
6	J.T. Realmuto	0.3100	0.3150	0.3151	6.1	0.8	5.3
7	Trevor Story	0.2943	0.2978	0.3078	12.7	7.4	5.3
8	Byron Buxton	0.3060	0.3105	0.3266	14.4	9.4	5.0
9	Ramón Laureano	0.2958	0.3010	0.3422	25.5	20.7	4.8
10	Brayan Rocchio	0.3252	0.3088	0.2902	11.1	6.6	4.5

The BAT

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Bryce Teodosio	0.3151	0.2635	0.2483	10.4	2.1	8.3
2	Luis Arraez	0.3557	0.3496	0.3273	20.9	14.2	6.7
3	Geraldo Perdomo	0.3171	0.3298	0.3890	50.0	43.6	6.4
4	Ben Williamson	0.3151	0.2920	0.2935	7.1	0.8	6.3
5	Cody Freeman	0.3151	0.2672	0.2583	7.2	0.9	6.3
6	Nick Kurtz	0.2838	0.3000	0.3832	47.4	41.3	6.0
7	Yohel Pozo	0.3151	0.2846	0.2619	9.4	3.6	5.8
8	Bryan Reynolds	0.3410	0.3367	0.3180	16.7	11.4	5.3
9	Carlos Santana	0.2954	0.3092	0.3080	4.8	0.0	4.7
10	Jacob Wilson	0.3117	0.3245	0.3551	21.3	16.7	4.7

The BAT X

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Geraldo Perdomo	0.3127	0.3298	0.3890	53.2	43.6	9.6
2	Bryce Teodosio	0.3151	0.2635	0.2483	10.4	2.1	8.3
3	Sal Frelick	0.3058	0.3210	0.3509	25.4	18.6	6.8
4	Ben Williamson	0.3151	0.2920	0.2935	7.1	0.8	6.3
5	Cody Freeman	0.3151	0.2672	0.2583	7.2	0.9	6.2
6	Nick Kurtz	0.2839	0.3000	0.3832	47.4	41.3	6.1
7	Carlos Santana	0.2933	0.3092	0.3080	5.8	0.0	5.8
8	Jeff McNeil	0.3038	0.3200	0.3348	13.2	7.4	5.8
9	Yohel Pozo	0.3151	0.2846	0.2619	9.3	3.6	5.8
10	TJ Friedl	0.3095	0.3213	0.3642	35.8	30.3	5.5

ZiPS

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Bobby Witt Jr.	0.3434	0.3502	0.3508	9.6	1.3	8.3
2	Kyle Tucker	0.3548	0.3634	0.3771	17.2	9.0	8.3
3	Tyler Soderstrom	0.2857	0.2921	0.3462	41.8	34.5	7.3
4	Kyle Schwarber	0.3421	0.3459	0.3646	21.1	14.5	6.6
5	Manny Machado	0.3190	0.3233	0.3348	15.2	8.7	6.5
6	Vladimir Guerrero Jr.	0.3714	0.3751	0.3809	10.9	4.8	6.1
7	Jarren Duran	0.3239	0.3274	0.3324	10.5	4.4	6.1
8	Junior Caminero	0.3071	0.3134	0.3109	6.8	0.8	6.0
9	Mickey Moniak	0.2786	0.2852	0.3059	15.6	10.1	5.5
10	Ketel Marte	0.3503	0.3548	0.3759	17.9	12.5	5.5

Slugging Percentage

Everybody Missed for Slugging Percentage

Player	Actual	ATC	Aggregate	Depth Charts	Marcel	OOPSY	Razzball	Steamer	The BAT	The BAT X	ZiPS
George Springer	0.5602	0.3977 (96.4)	0.4017 (93.7)	0.4031 (97.3)	0.4072 (94.8)	0.4042 (94.1)	0.4051 (89.2)	0.4163 (90.4)	0.3938 (95.8)	0.3990 (93.1)	0.3959 (100.8)
Nick Kurtz	0.6190	0.3645 (125.4)	0.3732 (120.9)	0.3750 (123.7)	0.4043 (109.2)	0.3977 (110.5)	0.4043 (103.5)	0.4043 (110.1)	0.3605 (125.0)	0.3609 (125.1)	0.3829 (119.2)
Cal Raleigh	0.5889	0.4371 (108.4)	0.4434 (103.5)	0.4479 (105.7)	0.4486 (105.0)	0.4679 (88.6)	0.4289 (110.7)	0.4429 (110.3)	0.4461 (98.6)	0.4231 (115.2)	0.4581 (97.7)
Michael Busch	0.5229	0.4191 (62.6)	0.4106 (67.3)	0.4301 (60.2)	0.4197 (66.2)	0.4135 (67.5)	0.3913 (76.2)	0.4146 (70.2)	0.3928 (75.3)	0.4022 (70.1)	0.4409 (53.1)
Kyle Stowers	0.5439	0.3772 (77.0)	0.3945 (68.9)	0.4184 (61.4)	0.3604 (87.8)	0.4326 (52.9)	0.3887 (69.6)	0.4101 (65.9)	0.3631 (81.2)	0.3704 (78.2)	0.4199 (60.2)
Geraldo Perdomo	0.4623	0.3448 (86.0)	0.3475 (83.7)	0.3618 (78.7)	0.3463 (89.8)	0.3448 (87.9)	0.3506 (78.3)	0.3663 (76.6)	0.3298 (93.3)	0.3339 (90.8)	0.3623 (77.6)
Eugenio Suárez	0.5255	0.4204 (70.4)	0.4165 (72.5)	0.4142 (78.9)	0.4361 (64.4)	0.4310 (65.1)	0.3942 (84.4)	0.4187 (77.0)	0.4201 (67.3)	0.4144 (71.5)	0.4170 (76.4)
Maikel Garcia	0.4487	0.3626 (58.7)	0.3650 (56.7)	0.3727 (56.6)	0.3536 (69.1)	0.3624 (60.5)	0.3645 (54.2)	0.3786 (53.6)	0.3572 (59.0)	0.3692 (51.4)	0.3608 (63.7)
Matt McLain	0.3431	0.4467 (58.6)	0.4504 (61.1)	0.4532 (58.4)	0.4706 (68.6)	0.4446 (55.9)	0.4570 (67.4)	0.4624 (62.8)	0.4429 (59.3)	0.4499 (63.0)	0.4492 (56.7)

Individual Misses for Slugging Percentage

ATC

Rank	Player	Proj	Actual	Error
1	Kyle Schwarber	0.4635	0.5629	73.4
2	Junior Caminero	0.4421	0.5349	61.9
3	Jorge Polanco	0.3788	0.4947	61.8
4	Aaron Judge	0.6017	0.6876	59.7
5	Brice Turang	0.3491	0.4349	57.9
6	Mookie Betts	0.4945	0.4058	57.5
7	Ramón Laureano	0.4002	0.5125	55.7
8	Colson Montgomery	0.3418	0.5294	53.9
9	Mickey Moniak	0.4076	0.5184	52.0
10	Pete Crow-Armstrong	0.4031	0.4805	51.4

Aggregate

Rank	Player	Proj	Actual	Error
1	Kyle Schwarber	0.4715	0.5629	67.2
2	Jorge Polanco	0.3830	0.4947	59.3
3	Ramón Laureano	0.3950	0.5125	58.0
4	Colson Montgomery	0.3322	0.5294	56.4
5	Aaron Judge	0.6062	0.6876	56.3
6	Mookie Betts	0.4905	0.4058	55.2
7	Brice Turang	0.3525	0.4349	55.2
8	Daylen Lile	0.3462	0.4984	53.9
9	Pete Crow-Armstrong	0.3995	0.4805	53.4
10	Junior Caminero	0.4554	0.5349	52.8

Depth Charts

Rank	Player	Proj	Actual	Error
1	Jakob Marsee	0.1667	0.4785	75.0
2	Kyle Schwarber	0.4718	0.5629	72.4
3	Aaron Judge	0.5913	0.6876	71.4
4	Ramón Laureano	0.3989	0.5125	59.7
5	Jahmai Jones	0.1667	0.5504	58.9
6	Jorge Polanco	0.3920	0.4947	58.4
7	Junior Caminero	0.4573	0.5349	56.4
8	Colson Montgomery	0.3417	0.5294	55.8
9	Mookie Betts	0.4957	0.4058	53.7
10	Corbin Carroll	0.4675	0.5408	52.7

Marcel

Rank	Player	Proj	Actual	Error
1	Junior Caminero	0.4101	0.5349	87.1
2	Kyle Schwarber	0.4708	0.5629	72.9
3	Hunter Goodman	0.4060	0.5204	71.2
4	Pete Crow-Armstrong	0.3826	0.4805	69.0
5	Mookie Betts	0.5176	0.4058	68.4
6	Brice Turang	0.3438	0.4349	65.7
7	Ben Rice	0.3837	0.4989	65.6
8	Corbin Carroll	0.4512	0.5408	63.1
9	Tyler Soderstrom	0.3831	0.4742	62.2
10	Shea Langeliers	0.4289	0.5364	60.7

OOPSY

Rank	Player	Proj	Actual	Error
1	Brice Turang	0.3399	0.4349	65.6
2	Jorge Polanco	0.3795	0.4947	62.7
3	Oneil Cruz	0.4948	0.3779	61.1
4	Colson Montgomery	0.3205	0.5294	60.6
5	Marcell Ozuna	0.5050	0.4004	59.2
6	Daylen Lile	0.3345	0.4984	59.1
7	Pete Crow-Armstrong	0.3981	0.4805	56.3
8	Mike Trout	0.5438	0.4386	56.0
9	Fernando Tatis Jr.	0.5310	0.4461	55.5
10	Jordan Walker	0.4451	0.3058	53.4

Razzball

Rank	Player	Proj	Actual	Error
1	Aaron Judge	0.5633	0.6876	82.4
2	Kyle Schwarber	0.4569	0.5629	74.6
3	Ramón Laureano	0.3652	0.5125	70.4
4	Jorge Polanco	0.3676	0.4947	65.0
5	Shea Langeliers	0.4160	0.5364	61.4
6	Pete Crow-Armstrong	0.3851	0.4805	59.8
7	Mookie Betts	0.4917	0.4058	58.9
8	Colson Montgomery	0.3229	0.5294	57.8
9	Corbin Carroll	0.4532	0.5408	54.3
10	Byron Buxton	0.4515	0.5512	52.5

Steamer

Rank	Player	Proj	Actual	Error
1	Aaron Judge	0.5842	0.6876	77.3
2	Kyle Schwarber	0.4792	0.5629	68.1
3	Jorge Polanco	0.3781	0.4947	66.5
4	Ramón Laureano	0.3879	0.5125	65.9
5	Colson Montgomery	0.3345	0.5294	58.3
6	Daylen Lile	0.3457	0.4984	57.3
7	Pete Crow-Armstrong	0.4043	0.4805	56.0
8	Mookie Betts	0.4994	0.4058	55.2
9	Drake Baldwin	0.3621	0.4691	52.3
10	Fernando Tatis Jr.	0.5322	0.4461	52.3

The BAT

Rank	Player	Proj	Actual	Error
1	Kyle Schwarber	0.4721	0.5629	63.6
2	Pete Crow-Armstrong	0.3827	0.4805	61.4
3	Junior Caminero	0.4400	0.5349	60.0
4	Ramón Laureano	0.3893	0.5125	58.7
5	Mike Trout	0.5379	0.4386	56.9
6	Mookie Betts	0.4878	0.4058	56.3
7	Brice Turang	0.3476	0.4349	55.6
8	Trent Grisham	0.3650	0.4636	55.5
9	Colson Montgomery	0.3343	0.5294	54.6
10	Ozzie Albies	0.4432	0.3648	54.3

The BAT X

Rank	Player	Proj	Actual	Error
1	Kyle Schwarber	0.4449	0.5629	83.7
2	Corbin Carroll	0.4398	0.5408	63.3
3	Brice Turang	0.3384	0.4349	62.1
4	Jorge Polanco	0.3798	0.4947	59.0
5	Junior Caminero	0.4435	0.5349	58.1
6	Mookie Betts	0.4879	0.4058	56.0
7	Ramón Laureano	0.3964	0.5125	55.5
8	Colson Montgomery	0.3348	0.5294	54.6
9	Mike Trout	0.5300	0.4386	52.1
10	Pete Crow-Armstrong	0.3995	0.4805	50.9

ZiPS

Rank	Player	Proj	Actual	Error
1	Kyle Schwarber	0.4611	0.5629	79.3
2	Aaron Judge	0.5977	0.6876	66.3
3	Junior Caminero	0.4423	0.5349	65.5
4	Colson Montgomery	0.3362	0.5294	57.1
5	Corbin Carroll	0.4602	0.5408	56.7
6	Brice Turang	0.3592	0.4349	55.0
7	Mookie Betts	0.4940	0.4058	53.4
8	Jorge Polanco	0.4034	0.4947	51.9
9	Daylen Lile	0.3584	0.4984	51.9
10	Ramón Laureano	0.4153	0.5125	51.2

Most Unique Misses for Slugging Percentage

Players where this system’s error exceeded Aggregate’s error by the largest margin.

ATC

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Ben Williamson	0.4043	0.3157	0.3105	27.1	1.1	26.0
2	Bryce Teodosio	0.4043	0.3054	0.3043	14.7	0.1	14.6
3	Ronald Acuña Jr.	0.4876	0.5113	0.5178	13.3	3.2	10.0
4	Junior Caminero	0.4421	0.4554	0.5349	61.9	52.8	9.1
5	Kyle Stowers	0.3772	0.3945	0.5439	77.0	68.9	8.1
6	Willie MacIver	0.4043	0.3308	0.3235	8.7	0.7	8.1
7	John Rave	0.4043	0.3576	0.3072	16.7	8.6	8.1
8	Ben Rice	0.4083	0.4223	0.4989	49.1	41.3	7.7
9	Hunter Feduccia	0.4043	0.3323	0.2045	20.8	13.3	7.5
10	Kyle Karros	0.4043	0.3569	0.2774	19.5	12.2	7.3

Depth Charts

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Jakob Marsee	0.1667	0.3128	0.4785	75.0	39.1	35.9
2	Jahmai Jones	0.1667	0.3512	0.5504	58.9	30.1	28.8
3	Ben Williamson	0.4043	0.3157	0.3105	25.1	1.1	23.9
4	Tristan Gray	0.1667	0.3576	0.4103	21.7	4.6	17.1
5	Sam Hilliard	0.1667	0.4106	0.4118	15.5	0.2	15.3
6	Aaron Judge	0.5913	0.6062	0.6876	71.4	56.3	15.1
7	Bryce Teodosio	0.4043	0.3054	0.3043	13.7	0.1	13.6
8	Michael Helman	0.2632	0.3475	0.4545	22.0	11.9	10.1
9	Chandler Simpson	0.3253	0.3400	0.3454	12.8	3.0	9.8
10	Tim Tawa	0.3077	0.3542	0.3467	10.8	1.4	9.4

Marcel

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Junior Caminero	0.4101	0.4554	0.5349	87.1	52.8	34.3
2	Hunter Goodman	0.4060	0.4509	0.5204	71.2	41.0	30.2
3	Jordan Beck	0.3480	0.3906	0.4156	44.8	15.5	29.3
4	Miguel Vargas	0.3419	0.3860	0.4008	38.4	9.2	29.2
5	Tyler Soderstrom	0.3831	0.4203	0.4742	62.2	34.5	27.7
6	Chase Meidroth	0.4043	0.3434	0.3200	38.2	11.1	27.1
7	Julio Rodríguez	0.4465	0.4762	0.4739	25.6	0.6	25.0
8	Ben Rice	0.3837	0.4223	0.4989	65.6	41.3	24.3
9	Andy Pages	0.4041	0.4355	0.4613	41.1	16.9	24.1
10	Ben Williamson	0.4043	0.3157	0.3105	25.1	1.1	24.0

OOPSY

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Cam Smith	0.4290	0.3861	0.3583	32.6	13.0	19.6
2	Oneil Cruz	0.4948	0.4597	0.3779	61.1	43.7	17.4
3	Juan Soto	0.5528	0.5257	0.5251	16.6	0.6	16.0
4	Julio Rodríguez	0.5016	0.4762	0.4739	16.4	0.6	15.9
5	Sal Frelick	0.3326	0.3560	0.4053	45.9	30.1	15.8
6	Elly De La Cruz	0.4907	0.4653	0.4404	32.0	16.4	15.6
7	Nathaniel Lowe	0.4325	0.4045	0.3815	28.3	13.1	15.2
8	Bobby Witt Jr.	0.5530	0.5284	0.5008	32.7	18.0	14.7
9	Cody Bellinger	0.4139	0.4328	0.4796	46.1	31.6	14.4
10	Manny Machado	0.4913	0.4668	0.4602	18.0	3.6	14.4

Razzball

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Aaron Judge	0.5633	0.6062	0.6876	82.4	56.3	26.1
2	Shohei Ohtani	0.5503	0.5831	0.6219	49.9	29.2	20.7
3	Steven Kwan	0.4120	0.3885	0.3744	28.1	8.8	19.3
4	Trevor Story	0.3565	0.3869	0.4330	48.1	31.0	17.0
5	Shea Langeliers	0.4160	0.4527	0.5364	61.4	44.5	16.9
6	Bryce Teodosio	0.4043	0.3054	0.3043	15.4	0.1	15.4
7	Brooks Lee	0.3990	0.3774	0.3696	17.0	3.4	13.7
8	Riley Greene	0.4291	0.4536	0.4933	40.1	26.9	13.2
9	Carlos Santana	0.4026	0.3802	0.3253	38.1	25.3	12.7
10	Pete Alonso	0.4504	0.4726	0.5240	50.1	37.5	12.7

Steamer

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Aaron Judge	0.5842	0.6062	0.6876	77.3	56.3	21.0
2	Shohei Ohtani	0.5668	0.5831	0.6219	47.6	29.2	18.4
3	Trevor Story	0.3749	0.3869	0.4330	44.8	31.0	13.7
4	Steven Kwan	0.4154	0.3885	0.3744	21.2	8.8	12.4
5	Byron Buxton	0.4661	0.4771	0.5512	51.7	40.9	10.8
6	Brooks Lee	0.4063	0.3774	0.3696	13.9	3.4	10.5
7	Carlos Santana	0.4088	0.3802	0.3253	34.7	25.3	9.3
8	Agustín Ramírez	0.3827	0.3891	0.4134	24.0	15.0	9.0
9	Alek Thomas	0.4268	0.3989	0.3695	22.0	13.1	8.8
10	Jung Hoo Lee	0.4421	0.4190	0.4071	15.1	6.4	8.7

The BAT

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Ben Williamson	0.4043	0.3157	0.3105	28.6	1.1	27.4
2	Bryce Teodosio	0.4043	0.3054	0.3043	15.4	0.1	15.4
3	Kyle Tucker	0.5127	0.4926	0.4640	30.8	16.2	14.6
4	Brent Rooker	0.5150	0.4988	0.4792	27.1	12.7	14.4
5	Jacob Wilson	0.3684	0.4001	0.4444	38.2	23.9	14.3
6	Juan Soto	0.5023	0.5257	0.5251	14.2	0.6	13.6
7	Mike Trout	0.5379	0.5197	0.4386	56.9	44.3	12.6
8	Kyle Stowers	0.3631	0.3945	0.5439	81.2	68.9	12.3
9	Yandy Díaz	0.4079	0.4310	0.4820	46.3	34.1	12.2
10	Ronald Acuña Jr.	0.4784	0.5113	0.5178	15.0	3.2	11.8

The BAT X

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Ben Williamson	0.4043	0.3157	0.3105	28.4	1.1	27.2
2	Nolan Schanuel	0.3382	0.3759	0.3893	27.5	8.4	19.2
3	Matt Chapman	0.4719	0.4419	0.4295	23.9	5.9	18.0
4	Tyler Freeman	0.4343	0.3976	0.3607	32.5	15.2	17.3
5	Kyle Schwarber	0.4449	0.4715	0.5629	83.7	67.2	16.6
6	Bo Bichette	0.4024	0.4313	0.4828	49.1	33.3	15.8
7	Bryce Teodosio	0.4043	0.3054	0.3043	15.3	0.1	15.3
8	Jacob Wilson	0.3691	0.4001	0.4444	38.2	23.9	14.2
9	Jackson Holliday	0.3970	0.3807	0.3754	15.5	2.5	12.9
10	James Wood	0.4199	0.4423	0.4749	36.3	23.4	12.8

ZiPS

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Brent Rooker	0.5383	0.4988	0.4792	35.9	12.7	23.2
2	Jac Caglianone	0.4160	0.3461	0.2952	26.2	11.5	14.8
3	Junior Caminero	0.4423	0.4554	0.5349	65.5	52.8	12.7
4	Yandy Díaz	0.4183	0.4310	0.4820	46.5	34.1	12.4
5	Kyle Schwarber	0.4611	0.4715	0.5629	79.3	67.2	12.1
6	Victor Caratini	0.3478	0.3727	0.4041	24.7	12.6	12.1
7	Willson Contreras	0.4227	0.4370	0.4469	18.0	6.4	11.7
8	Gabriel Arias	0.4119	0.3825	0.3634	19.2	8.3	10.9
9	Tyler Soderstrom	0.4096	0.4203	0.4742	45.1	34.5	10.6
10	Aaron Judge	0.5977	0.6062	0.6876	66.3	56.3	10.1

Pitching Projection Accuracy

Batters Faced (BF)

Everybody Missed for Batters Faced (BF)

Player	Actual	ATC	Aggregate	Depth Charts	Marcel	OOPSY	Razzball	Steamer	The BAT	ZiPS
Justin Steele	92	690 (597.7)	676 (583.5)	685 (593.0)	602 (510.0)	686 (594.0)	714 (622.1)	697 (605.3)	685 (593.1)	581 (489.0)
Corbin Burnes	265	756 (490.8)	762 (496.8)	775 (510.0)	714 (449.0)	774 (509.0)	741 (476.3)	793 (527.7)	768 (503.2)	739 (474.0)

Individual Misses for Batters Faced (BF)

ATC

Rank	Player	Proj	Actual	Error
1	Reynaldo López	657	25	632.1
2	Ryan Feltner	674	135	539.4
3	Tanner Houck	722	203	519.1
4	Quinn Priester	171	653	481.7
5	Ronel Blanco	675	199	476.0
6	Cole Ragans	731	257	473.6
7	Spencer Arrighetti	619	156	463.4
8	Brad Lord	91	546	454.9
9	Cade Horton	24	476	452.3
10	Pablo López	763	312	450.6

Aggregate

Rank	Player	Proj	Actual	Error
1	Reynaldo López	666	25	641.4
2	Ryan Feltner	689	135	554.3
3	Tanner Houck	723	203	519.8
4	Ronel Blanco	676	199	476.7
5	Cole Ragans	729	257	471.8
6	Joey Estes	526	55	471.0
7	Spencer Arrighetti	622	156	466.4
8	Pablo López	763	312	451.2
9	Kyle Gibson	516	73	443.5
10	Nestor Cortes	595	157	437.5

Depth Charts

Rank	Player	Proj	Actual	Error
1	Reynaldo López	719	25	694.0
2	Tanner Houck	772	203	569.0
3	Ryan Feltner	701	135	566.0
4	Quinn Priester	129	653	524.0
5	Marcus Stroman	695	175	520.0
6	Cole Ragans	748	257	491.0
7	Pablo López	793	312	481.0
8	Ronel Blanco	670	199	471.0
9	Adrian Houser	74	518	444.0
10	Spencer Arrighetti	598	156	442.0

Marcel

Rank	Player	Proj	Actual	Error
1	Kyle Gibson	677	73	604.0
2	Tomoyuki Sugano	100	675	575.0
3	Matt Waldron	573	25	548.0
4	Shane Smith	100	616	516.0
5	Ryan Feltner	625	135	490.0
6	Joey Estes	542	55	487.0
7	Nestor Cortes	623	157	466.0
8	Noah Cameron	100	556	456.0
9	Marcus Stroman	629	175	454.0
10	Jon Gray	516	63	453.0

OOPSY

Rank	Player	Proj	Actual	Error
1	Reynaldo López	717	25	692.0
2	Ryan Feltner	738	135	603.0
3	Tomoyuki Sugano	100	675	575.0
4	Jon Gray	616	63	553.0
5	Tanner Houck	756	203	553.0
6	Logan Allen	147	676	529.0
7	Brad Lord	20	546	526.1
8	Quinn Priester	128	653	525.0
9	Adrian Houser	18	518	500.3
10	Kyle Gibson	566	73	493.0

Razzball

Rank	Player	Proj	Actual	Error
1	Reynaldo López	699	25	674.2
2	Ryan Feltner	708	135	572.7
3	Ronel Blanco	757	199	557.6
4	Spencer Arrighetti	705	156	548.7
5	Joey Estes	585	55	530.0
6	Tanner Houck	705	203	501.6
7	Brad Lord	56	546	489.9
8	Cole Ragans	739	257	482.3
9	Bryce Elder	198	679	480.5
10	Adrian Houser	63	518	454.6

Steamer

Rank	Player	Proj	Actual	Error
1	Reynaldo López	752	25	727.5
2	Ryan Feltner	730	135	595.5
3	Tanner Houck	778	203	574.6
4	Marcus Stroman	712	175	537.0
5	Cole Ragans	763	257	506.2
6	Ronel Blanco	688	199	488.6
7	Pablo López	798	312	485.6
8	Quinn Priester	177	653	476.5
9	Cade Horton	4	476	471.7
10	Blake Snell	712	254	457.5

The BAT

Rank	Player	Proj	Actual	Error
1	Reynaldo López	674	25	648.7
2	Quinn Priester	100	653	553.0
3	Ryan Feltner	687	135	552.2
4	Matthew Liberatore	100	648	548.0
5	Tanner Houck	726	203	522.8
6	Shane Smith	100	616	516.0
7	Ronel Blanco	689	199	490.1
8	Dustin May	100	584	484.0
9	Cole Ragans	735	257	477.9
10	Spencer Arrighetti	625	156	468.5

ZiPS

Rank	Player	Proj	Actual	Error
1	Matt Waldron	591	25	566.0
2	Joey Estes	619	55	564.0
3	Casey Kelly	547	6	541.0
4	Kyle Gibson	606	73	533.0
5	Tommy Henry	555	26	529.0
6	Joe Rock	542	35	507.0
7	Carlos Rodriguez	553	50	503.0
8	Cole Wilcox	514	12	502.0
9	Randy Dobnak	518	19	499.0
10	Davis Daniel	541	46	495.0

Most Unique Misses for Batters Faced (BF)

Players where this system’s error exceeded Aggregate’s error by the largest margin.

ATC

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Tyler Phillips	108	235	313	204.7	77.8	127.0
2	Trevor Rogers	140	257	423	282.6	165.9	116.7
3	Dietrich Enns	55	167	200	145.4	33.3	112.0
4	Carson Palmquist	40	152	175	135.1	23.5	111.6
5	Ben Brown	218	325	472	254.4	147.0	107.4
6	Hurston Waldrep	72	171	229	157.3	57.9	99.4
7	Colton Gordon	75	174	379	304.5	205.5	99.0
8	Ian Seymour	103	200	242	139.1	41.6	97.5
9	Garrett Acton	100	5	5	95.0	0.2	94.8
10	Ryan Bergert	42	137	323	280.8	186.1	94.8

Depth Charts

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Ryan Johnson	293	82	72	221.0	10.1	210.9
2	Trevor Rogers	101	257	423	322.0	165.9	156.1
3	Caleb Boushley	43	187	193	150.0	5.6	144.4
4	Shinnosuke Ogasawara	340	149	173	167.0	24.1	142.9
5	Lance McCullers Jr.	459	321	274	185.0	46.8	138.2
6	Chris Flexen	35	168	178	143.0	10.1	132.9
7	Michael Soroka	602	475	379	223.0	95.5	127.5
8	Colin Rea	344	471	662	318.0	191.4	126.6
9	Johan Oviedo	465	339	170	295.0	168.6	126.4
10	Brandon Woodruff	630	510	257	373.0	252.6	120.4

Marcel

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Tomoyuki Sugano	100	581	675	575.0	94.3	480.7
2	Chris Flexen	618	168	178	440.0	10.1	429.9
3	Sandy Alcantara	321	720	745	424.0	25.2	398.8
4	Clay Holmes	263	606	708	445.0	102.1	342.9
5	Chase Dollander	100	430	441	341.0	11.4	329.6
6	Germán Márquez	272	603	591	319.0	12.3	306.7
7	Sean Burke	260	559	596	336.0	37.2	298.8
8	Carlos Carrasco	511	213	212	299.0	0.7	298.3
9	Robbie Ray	314	604	755	441.0	150.5	290.5
10	Roddery Muñoz	448	183	51	397.0	132.0	265.0

OOPSY

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Tomoyuki Sugano	100	581	675	575.0	94.3	480.7
2	Logan Allen	147	394	676	529.0	281.7	247.3
3	Luis Garcia	505	323	28	477.0	294.7	182.3
4	Will Warren	235	416	711	476.0	295.5	180.5
5	Michael McGreevy	173	351	400	227.0	49.2	177.8
6	Caleb Boushley	21	187	193	172.3	5.6	166.7
7	Ryan Weathers	612	453	166	446.0	286.9	159.1
8	Jon Gray	616	460	63	553.0	396.5	156.5
9	Sean Newcomb	7	151	391	383.8	239.9	143.9
10	Brad Lord	20	163	546	526.1	383.3	142.8

Razzball

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Lake Bachar	100	257	296	196.0	38.8	157.2
2	Angel Chivilli	100	233	275	175.0	41.9	133.1
3	Tyler Phillips	112	235	313	201.1	77.8	123.3
4	Chase Dollander	313	430	441	128.3	11.4	116.9
5	Bowden Francis	721	609	288	433.2	321.3	111.9
6	Brad Lord	56	163	546	489.9	383.3	106.6
7	Carlos Vargas	100	205	331	231.0	126.4	104.6
8	Bryce Elder	198	303	679	480.5	376.2	104.3
9	Jackson Jobe	599	496	218	381.3	278.2	103.1
10	Jason Alexander	24	127	336	312.1	209.4	102.7

Steamer

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Anthony DeSclafani	4	169	169	164.7	0.1	164.7
2	AJ Smith-Shawver	581	417	192	389.1	225.3	163.8
3	Trevor Rogers	101	257	423	322.3	165.9	156.5
4	Nolan McLean	4	157	188	183.6	30.8	152.9
5	Parker Messick	4	178	165	160.7	12.5	148.2
6	Caleb Boushley	43	187	193	150.5	5.6	144.9
7	Lance McCullers Jr.	465	321	274	191.2	46.8	144.5
8	Troy Melton	4	145	180	175.7	34.6	141.1
9	Johan Oviedo	479	339	170	308.7	168.6	140.1
10	Brandon Woodruff	647	510	257	390.4	252.6	137.8

The BAT

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Matthew Liberatore	100	449	648	548.0	199.4	348.6
2	Chase Dollander	100	430	441	341.0	11.4	329.6
3	Shane Smith	100	358	616	516.0	258.0	258.0
4	Michael McGreevy	100	351	400	300.0	49.2	250.8
5	Taijuan Walker	100	327	538	438.0	211.0	227.0
6	Ben Brown	100	325	472	372.0	147.0	225.0
7	Dustin May	100	294	584	484.0	289.8	194.2
8	Stephen Kolek	100	265	461	361.0	195.8	165.2
9	Ryan Gusto	100	259	453	353.0	194.2	158.8
10	Slade Cecconi	100	257	545	445.0	287.6	157.4

ZiPS

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Davis Daniel	541	129	46	495.0	83.0	412.0
2	Chris Flexen	597	168	178	419.0	10.1	408.9
3	Carlos Rodriguez	553	153	50	503.0	102.8	400.2
4	Kyle Bradish	534	143	126	408.0	17.4	390.6
5	Darren McCaughan	516	133	23	493.0	110.4	382.6
6	Mason Barnett	515	135	104	411.0	31.0	380.0
7	Tommy Henry	555	197	26	529.0	170.8	358.2
8	Andrew Alvarez	493	135	98	395.0	37.5	357.5
9	Casey Kelly	547	190	6	541.0	184.0	357.0
10	Dietrich Enns	589	167	200	389.0	33.3	355.7

wOBA

Everybody Missed for wOBA

Player	Actual	ATC	Aggregate	Depth Charts	Marcel	OOPSY	Razzball	Steamer	The BAT	ZiPS
Antonio Senzatela	0.4069	0.1206 (66.3)	0.3277 (37.2)	0.1138 (70.7)	0.3415 (38.8)	0.1290 (56.6)	0.1185 (72.5)	0.1210 (61.0)	0.1161 (81.5)	0.1060 (70.7)
Germán Márquez	0.3944	0.1314 (49.6)	0.3167 (34.7)	0.1260 (53.1)	0.3276 (37.9)	0.1308 (45.6)	0.1262 (57.4)	0.1280 (46.8)	0.1314 (61.6)	0.1235 (49.8)

Individual Misses for wOBA

ATC

Rank	Player	Proj	Actual	Error
1	Jason Alexander	0.3147	0.3439	50.4
2	Braydon Fisher	0.3147	0.2511	49.0
3	Cade Gibson	0.3147	0.2852	48.0
4	Juan Mejia	0.3147	0.3111	47.7
5	Drew Pomeranz	0.3147	0.2679	45.8
6	Jack Kochanowicz	0.1165	0.3842	45.4
7	Isaac Mattson	0.3147	0.2678	44.7
8	Nolan McLean	0.3147	0.2603	43.9
9	Brandon Walter	0.3147	0.2889	43.4
10	Carlos Rodón	0.1421	0.2666	43.0

Aggregate

Rank	Player	Proj	Actual	Error
1	Trevor Rogers	0.3059	0.2267	41.5
2	Spencer Strider	0.2618	0.3458	35.0
3	Nick Pivetta	0.2861	0.2577	34.2
4	Carlos Rodón	0.2889	0.2666	32.6
5	Nathan Eovaldi	0.2873	0.2409	32.4
6	Cristopher Sánchez	0.2839	0.2650	30.6
7	Yoshinobu Yamamoto	0.2702	0.2447	30.4
8	Hunter Brown	0.2848	0.2638	29.2
9	Andrew Abbott	0.3105	0.2885	28.1
10	Eduardo Rodriguez	0.2963	0.3541	27.0

Depth Charts

Rank	Player	Proj	Actual	Error
1	Cade Horton	0.3147	0.2740	104.4
2	Eric Lauer	0.3147	0.2974	83.5
3	Emmet Sheehan	0.3147	0.2530	70.0
4	Matt Festa	0.3147	0.2688	50.7
5	Jason Alexander	0.3147	0.3439	50.2
6	Cade Gibson	0.3147	0.2852	47.9
7	Drew Pomeranz	0.3147	0.2679	45.8
8	Isaac Mattson	0.3147	0.2678	44.7
9	Nolan McLean	0.3147	0.2603	43.8
10	Jack Kochanowicz	0.1206	0.3842	43.5

Marcel

Rank	Player	Proj	Actual	Error
1	Trevor Rogers	0.3378	0.2267	48.1
2	Nick Pivetta	0.3109	0.2577	40.3
3	Carlos Rodón	0.3138	0.2666	39.4
4	Yoshinobu Yamamoto	0.2984	0.2447	38.6
5	Hunter Brown	0.3139	0.2638	38.5
6	Nathan Eovaldi	0.3043	0.2409	32.8
7	Jack Kochanowicz	0.3193	0.3842	31.9
8	Spencer Strider	0.2873	0.3458	30.1
9	Bailey Ober	0.2944	0.3452	30.0
10	Cristopher Sánchez	0.2993	0.2650	29.8

OOPSY

Rank	Player	Proj	Actual	Error
1	Tomoyuki Sugano	0.3147	0.3454	105.1
2	Carlos Rodón	0.1403	0.2666	47.4
3	Nick Pivetta	0.1360	0.2577	46.6
4	Jack Kochanowicz	0.1114	0.3842	44.2
5	Trevor Rogers	0.1320	0.2267	38.8
6	Yoshinobu Yamamoto	0.1131	0.2447	37.5
7	Brandon Pfaadt	0.1079	0.3415	36.3
8	Freddy Peralta	0.1337	0.2707	35.7
9	Chase Burns	0.3147	0.3116	35.6
10	Jake Irvin	0.1262	0.3577	35.6

Razzball

Rank	Player	Proj	Actual	Error
1	Cade Horton	0.3147	0.2740	100.8
2	Emmet Sheehan	0.3147	0.2530	67.8
3	Cam Schlittler	0.3147	0.2928	58.7
4	Lake Bachar	0.3147	0.3010	54.7
5	Carlos Vargas	0.3147	0.3320	50.9
6	Jack Kochanowicz	0.1140	0.3842	50.7
7	Matt Festa	0.3147	0.2688	49.0
8	Braydon Fisher	0.3147	0.2511	47.4
9	Cade Gibson	0.3147	0.2852	46.1
10	Eduardo Rodriguez	0.1173	0.3541	45.6

Steamer

Rank	Player	Proj	Actual	Error
1	Nick Pivetta	0.1350	0.2577	46.6
2	Carlos Rodón	0.1345	0.2666	43.5
3	Jack Kochanowicz	0.1175	0.3842	40.7
4	Freddy Peralta	0.1337	0.2707	36.3
5	Yoshinobu Yamamoto	0.1101	0.2447	36.0
6	Chase Burns	0.3147	0.3116	35.8
7	Trevor Rogers	0.1237	0.2267	35.6
8	Eduardo Rodriguez	0.1168	0.3541	34.7
9	Aroldis Chapman	0.1421	0.1783	34.4
10	Grant Taylor	0.3147	0.2874	33.7

The BAT

Rank	Player	Proj	Actual	Error
1	Shane Smith	0.3147	0.2980	108.2
2	Quinn Priester	0.3147	0.3110	106.2
3	Noah Cameron	0.3147	0.2837	105.6
4	Trevor Rogers	0.3147	0.2267	104.4
5	Matthew Liberatore	0.3147	0.3189	100.2
6	Cade Horton	0.3147	0.2740	95.0
7	Stephen Kolek	0.3147	0.2830	87.9
8	Brad Lord	0.3147	0.3191	84.3
9	Slade Cecconi	0.3147	0.3213	83.0
10	Chad Patrick	0.3147	0.3086	83.0

ZiPS

Rank	Player	Proj	Actual	Error
1	Nick Pivetta	0.1438	0.2577	52.4
2	Brandon Walter	0.3147	0.2889	45.0
3	Carlos Rodón	0.1334	0.2666	42.1
4	Luis Morales	0.3147	0.2998	40.1
5	Eduardo Rodriguez	0.1101	0.3541	39.9
6	Freddy Peralta	0.1388	0.2707	39.5
7	Jack Kochanowicz	0.1248	0.3842	37.2
8	Brandon Pfaadt	0.1073	0.3415	36.6
9	Chase Burns	0.3147	0.3116	35.7
10	Paul Skenes	0.1092	0.2489	34.3

Most Unique Misses for wOBA

Players where this system’s error exceeded Aggregate’s error by the largest margin.

ATC

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Jason Alexander	0.3147	0.3205	0.3439	50.4	1.5	48.9
2	Drew Pomeranz	0.3147	0.2848	0.2679	45.8	7.3	38.6
3	Cole Henry	0.3147	0.3182	0.3302	39.4	1.7	37.7
4	Juan Mejia	0.3147	0.3308	0.3111	47.7	10.1	37.6
5	Brandon Walter	0.3147	0.3124	0.2889	43.4	9.0	34.4
6	Braydon Fisher	0.3147	0.3075	0.2511	49.0	15.2	33.8
7	Isaac Mattson	0.3147	0.3122	0.2678	44.7	12.6	32.2
8	Cade Gibson	0.3147	0.3352	0.2852	48.0	15.9	32.1
9	Troy Melton	0.3147	0.3037	0.2688	40.5	9.7	30.8
10	Nolan McLean	0.3147	0.3111	0.2603	43.9	13.1	30.8

Depth Charts

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Cade Horton	0.3147	0.3044	0.2740	104.4	23.5	80.9
2	Eric Lauer	0.3147	0.3232	0.2974	83.5	19.1	64.4
3	Emmet Sheehan	0.3147	0.2918	0.2530	70.0	16.8	53.1
4	Jason Alexander	0.3147	0.3205	0.3439	50.2	1.5	48.8
5	Matt Festa	0.3147	0.2998	0.2688	50.7	11.3	39.5
6	Drew Pomeranz	0.3147	0.2848	0.2679	45.8	7.3	38.5
7	Brandon Walter	0.3147	0.3124	0.2889	43.3	9.0	34.3
8	Antonio Senzatela	0.1138	0.3277	0.4069	70.7	37.2	33.5
9	Isaac Mattson	0.3147	0.3122	0.2678	44.7	12.6	32.1
10	Cade Gibson	0.3147	0.3352	0.2852	47.9	15.9	32.0

Marcel

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Garrett Crochet	0.2982	0.2597	0.2711	24.2	6.2	18.0
2	Jacob deGrom	0.2926	0.2496	0.2609	23.0	5.2	17.8
3	Tomoyuki Sugano	0.3147	0.3197	0.3454	18.9	4.5	14.4
4	Shane Baz	0.2960	0.2996	0.3319	23.6	9.4	14.2
5	Sean Burke	0.3049	0.3122	0.3412	20.1	5.9	14.1
6	Will Warren	0.3410	0.3008	0.3220	15.4	1.6	13.8
7	Logan Allen	0.3459	0.3120	0.3247	16.1	4.3	11.9
8	Michael Lorenzen	0.3073	0.3103	0.3419	19.3	7.6	11.8
9	Louis Varland	0.3433	0.2897	0.2992	13.9	2.8	11.0
10	Nick Martinez	0.2970	0.3015	0.3175	12.1	2.1	10.1

OOPSY

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Tomoyuki Sugano	0.3147	0.3197	0.3454	105.1	4.5	100.5
2	Dietrich Enns	0.3147	0.3067	0.3259	35.0	0.0	35.0
3	Chase Burns	0.3147	0.3147	0.3116	35.6	4.2	31.5
4	Brandon Waddell	0.3147	0.3066	0.3229	23.9	0.4	23.5
5	Jacob deGrom	0.1152	0.2496	0.2609	27.2	5.2	22.1
6	Roki Sasaki	0.3147	0.2792	0.3336	27.0	5.7	21.3
7	Jack Kochanowicz	0.1114	0.3179	0.3842	44.2	24.2	20.0
8	Antonio Senzatela	0.1290	0.3277	0.4069	56.6	37.2	19.4
9	Miles Mikolas	0.1109	0.3058	0.3446	31.7	13.3	18.4
10	Logan Webb	0.0836	0.2721	0.3033	28.5	10.5	18.0

Razzball

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Cade Horton	0.3147	0.3044	0.2740	100.8	23.5	77.3
2	Emmet Sheehan	0.3147	0.2918	0.2530	67.8	16.8	50.9
3	Cam Schlittler	0.3147	0.3111	0.2928	58.7	11.3	47.3
4	Lake Bachar	0.3147	0.3107	0.3010	54.7	8.5	46.2
5	Carlos Vargas	0.3147	0.2950	0.3320	50.9	6.0	44.9
6	Hunter Dobbins	0.3147	0.3055	0.3141	44.0	2.7	41.3
7	Matt Festa	0.3147	0.2998	0.2688	49.0	11.3	37.7
8	Drew Pomeranz	0.3147	0.2848	0.2679	44.2	7.3	36.9
9	Mason Fluharty	0.3147	0.2985	0.2796	44.3	8.2	36.2
10	Antonio Senzatela	0.1185	0.3277	0.4069	72.5	37.2	35.3

Steamer

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Chase Burns	0.3147	0.3147	0.3116	35.8	4.2	31.6
2	Grant Taylor	0.3147	0.2908	0.2874	33.7	3.5	30.2
3	Antonio Senzatela	0.1210	0.3277	0.4069	61.0	37.2	23.8
4	Tomoyuki Sugano	0.1230	0.3197	0.3454	23.8	4.5	19.2
5	Miles Mikolas	0.1098	0.3058	0.3446	31.8	13.3	18.6
6	Kyle Freeland	0.1296	0.3274	0.3444	19.6	1.4	18.2
7	Logan Webb	0.0845	0.2721	0.3033	27.0	10.5	16.5
8	Jack Kochanowicz	0.1175	0.3179	0.3842	40.7	24.2	16.5
9	Freddy Peralta	0.1337	0.2813	0.2707	36.3	21.4	14.9
10	Garrett Crochet	0.1097	0.2597	0.2711	21.0	6.2	14.8

The BAT

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Matthew Liberatore	0.3147	0.2971	0.3189	100.2	1.8	98.4
2	Quinn Priester	0.3147	0.3086	0.3110	106.2	10.9	95.3
3	Shane Smith	0.3147	0.3087	0.2980	108.2	18.3	89.9
4	Noah Cameron	0.3147	0.2944	0.2837	105.6	16.5	89.0
5	Slade Cecconi	0.3147	0.2941	0.3213	83.0	4.5	78.5
6	Chad Patrick	0.3147	0.2998	0.3086	83.0	5.1	77.9
7	Brad Lord	0.3147	0.3136	0.3191	84.3	7.4	77.0
8	Taijuan Walker	0.3147	0.3205	0.3385	72.7	0.6	72.1
9	Cade Horton	0.3147	0.3044	0.2740	95.0	23.5	71.5
10	Stephen Kolek	0.3147	0.3040	0.2830	87.9	18.5	69.4

ZiPS

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Brandon Walter	0.3147	0.3124	0.2889	45.0	9.0	36.0
2	Antonio Senzatela	0.1060	0.3277	0.4069	70.7	37.2	33.5
3	Chase Burns	0.3147	0.3147	0.3116	35.7	4.2	31.5
4	Luis Morales	0.3147	0.3298	0.2998	40.1	9.8	30.3
5	Grant Taylor	0.3147	0.2908	0.2874	33.6	3.5	30.1
6	Tomoyuki Sugano	0.1094	0.3197	0.3454	33.3	4.5	28.8
7	José Fermin	0.3147	0.3135	0.3251	26.8	1.1	25.7
8	Nick Martinez	0.0932	0.3015	0.3175	25.7	2.1	23.6
9	Brandon Waddell	0.3147	0.3066	0.3229	23.9	0.4	23.5
10	Logan Webb	0.0771	0.2721	0.3033	33.9	10.5	23.4

Strikeout Rate

Everybody Missed for Strikeout Rate

Player	Actual	ATC	Aggregate	Depth Charts	Marcel	OOPSY	Razzball	Steamer	The BAT	ZiPS
Erick Fedde	0.1332	0.2065 (43.6)	0.2015 (42.5)	0.2031 (42.8)	0.2087 (42.8)	0.1898 (34.8)	0.2009 (40.8)	0.2011 (42.0)	0.2044 (43.5)	0.2062 (45.9)
Ronny Henriquez	0.3234	0.1984 (38.9)	0.2000 (37.4)	0.1934 (39.8)	0.2188 (33.8)	0.2020 (37.0)	0.1967 (39.1)	0.1981 (38.1)	0.2122 (34.1)	0.1927 (39.4)
Bailey Ober	0.1923	0.2536 (36.2)	0.2480 (34.7)	0.2478 (33.9)	0.2526 (33.5)	0.2409 (29.8)	0.2461 (32.1)	0.2456 (32.9)	0.2525 (36.7)	0.2496 (36.2)
Zack Wheeler	0.3333	0.2660 (41.3)	0.2615 (42.1)	0.2591 (44.1)	0.2669 (42.8)	0.2673 (39.1)	0.2610 (43.6)	0.2624 (41.8)	0.2566 (45.7)	0.2556 (45.0)
Spencer Strider	0.2430	0.3294 (44.8)	0.3282 (45.8)	0.3308 (46.6)	0.3183 (36.9)	0.3288 (45.8)	0.3257 (43.3)	0.3257 (44.3)	0.3231 (42.4)	0.3366 (50.8)
Logan Gilbert	0.3234	0.2579 (36.8)	0.2563 (35.9)	0.2541 (37.7)	0.2500 (42.9)	0.2572 (35.8)	0.2563 (37.1)	0.2574 (35.6)	0.2585 (35.4)	0.2507 (38.5)
Logan Webb	0.2617	0.2069 (49.7)	0.2063 (47.5)	0.2087 (46.4)	0.2157 (45.1)	0.2107 (44.3)	0.2061 (49.5)	0.2081 (46.3)	0.1973 (56.3)	0.2087 (44.7)
Cristopher Sánchez	0.2627	0.2077 (47.0)	0.2075 (44.6)	0.2083 (44.9)	0.2156 (43.4)	0.2116 (41.9)	0.2097 (44.6)	0.2107 (42.3)	0.1990 (52.5)	0.2065 (44.7)
Mitchell Parker	0.1421	0.2082 (45.6)	0.2021 (43.4)	0.2025 (43.0)	0.2143 (47.5)	0.1934 (36.6)	0.2025 (42.2)	0.2044 (44.8)	0.2014 (42.0)	0.2025 (44.3)

Individual Misses for Strikeout Rate

ATC

Rank	Player	Proj	Actual	Error
1	Brandon Pfaadt	0.2426	0.1917	36.6
2	Brendon Little	0.1949	0.3085	34.5
3	J.T. Ginn	0.1721	0.2526	32.8
4	Andrew Heaney	0.2238	0.1604	32.2
5	Jeffrey Springs	0.2418	0.1935	32.1
6	Jesús Luzardo	0.2459	0.2850	32.1
7	Tanner Bibee	0.2571	0.2126	31.4
8	Yusei Kikuchi	0.2681	0.2254	30.4
9	Matt Svanson	0.1656	0.2906	30.0
10	Jacob deGrom	0.3235	0.2765	29.3

Aggregate

Rank	Player	Proj	Actual	Error
1	Jacob deGrom	0.3303	0.2765	35.9
2	Brandon Pfaadt	0.2351	0.1917	33.2
3	Brendon Little	0.2018	0.3085	31.5
4	Jesús Luzardo	0.2436	0.2850	31.4
5	Yusei Kikuchi	0.2658	0.2254	31.1
6	J.T. Ginn	0.1738	0.2526	30.9
7	Matt Svanson	0.1593	0.2906	30.8
8	Chris Paddack	0.2120	0.1672	30.0
9	Andrew Heaney	0.2156	0.1604	29.5
10	Germán Márquez	0.1897	0.1404	29.0

Depth Charts

Rank	Player	Proj	Actual	Error
1	Jacob deGrom	0.3398	0.2765	41.5
2	Brandon Pfaadt	0.2373	0.1917	34.1
3	Chris Paddack	0.2188	0.1672	33.8
4	Brendon Little	0.1967	0.3085	33.3
5	J.T. Ginn	0.1720	0.2526	32.0
6	Bryan Woo	0.2299	0.2709	30.8
7	Germán Márquez	0.1927	0.1404	30.2
8	Matt Svanson	0.1649	0.2906	29.7
9	Cole Ragans	0.2674	0.3813	29.6
10	Yusei Kikuchi	0.2648	0.2254	29.5

Marcel

Rank	Player	Proj	Actual	Error
1	Antonio Senzatela	0.1916	0.1181	41.3
2	Tomoyuki Sugano	0.2229	0.1570	39.9
3	Clay Holmes	0.2433	0.1822	38.5
4	Andrew Heaney	0.2379	0.1604	37.9
5	Germán Márquez	0.2096	0.1404	36.9
6	Bryan Woo	0.2274	0.2709	36.7
7	Jeffrey Springs	0.2517	0.1935	36.6
8	Tarik Skubal	0.2801	0.3222	36.5
9	Mason Miller	0.2950	0.4444	36.5
10	Jake Irvin	0.2054	0.1576	32.4

OOPSY

Rank	Player	Proj	Actual	Error
1	Tomoyuki Sugano	0.2229	0.1570	43.9
2	Matt Svanson	0.1444	0.2906	34.4
3	J.T. Ginn	0.1713	0.2526	32.2
4	Brandon Pfaadt	0.2338	0.1917	31.7
5	Yusei Kikuchi	0.2666	0.2254	31.2
6	Andrew Heaney	0.2172	0.1604	30.0
7	Cole Ragans	0.2656	0.3813	30.0
8	Luis Severino	0.2189	0.1759	29.8
9	Germán Márquez	0.1915	0.1404	29.7
10	Jake Irvin	0.1957	0.1576	29.4

Razzball

Rank	Player	Proj	Actual	Error
1	Jacob deGrom	0.3440	0.2765	43.6
2	Jesús Luzardo	0.2389	0.2850	36.7
3	Bryan Woo	0.2261	0.2709	34.4
4	J.T. Ginn	0.1704	0.2526	33.1
5	Yusei Kikuchi	0.2695	0.2254	32.3
6	Brendon Little	0.2041	0.3085	31.5
7	Phil Maton	0.2062	0.3266	30.4
8	Matt Svanson	0.1636	0.2906	30.3
9	Yoshinobu Yamamoto	0.2528	0.2939	29.6
10	Chris Paddack	0.2128	0.1672	29.0

Steamer

Rank	Player	Proj	Actual	Error
1	Jacob deGrom	0.3419	0.2765	43.4
2	Yusei Kikuchi	0.2691	0.2254	33.4
3	J.T. Ginn	0.1685	0.2526	33.1
4	Chris Paddack	0.2166	0.1672	32.8
5	Bryan Woo	0.2268	0.2709	32.6
6	Brendon Little	0.2007	0.3085	32.0
7	Brandon Pfaadt	0.2332	0.1917	31.5
8	Jesús Luzardo	0.2441	0.2850	31.3
9	Germán Márquez	0.1936	0.1404	31.2
10	Andrew Heaney	0.2178	0.1604	30.5

The BAT

Rank	Player	Proj	Actual	Error
1	Jesús Luzardo	0.2347	0.2850	39.2
2	Bryan Woo	0.2220	0.2709	36.7
3	Bradley Blalock	0.2229	0.0982	33.9
4	Taijuan Walker	0.2229	0.1599	33.2
5	Brendon Little	0.1977	0.3085	33.1
6	Hunter Brown	0.2394	0.2826	32.5
7	Yoshinobu Yamamoto	0.2487	0.2939	31.8
8	Casey Mize	0.1741	0.2217	30.7
9	Michael McGreevy	0.2229	0.1450	30.6
10	Jacob deGrom	0.3234	0.2765	30.4

ZiPS

Rank	Player	Proj	Actual	Error
1	Brad Lord	0.1166	0.1978	43.9
2	Jacob deGrom	0.3383	0.2765	41.8
3	Brandon Pfaadt	0.2406	0.1917	38.1
4	Chris Paddack	0.2215	0.1672	36.9
5	Brendon Little	0.1969	0.3085	32.7
6	Jeffrey Springs	0.2375	0.1935	31.9
7	Matt Svanson	0.1591	0.2906	30.6
8	Cole Ragans	0.2622	0.3813	30.4
9	Germán Márquez	0.1912	0.1404	30.4
10	J.T. Ginn	0.1756	0.2526	29.9

Most Unique Misses for Strikeout Rate

Players where this system’s error exceeded Aggregate’s error by the largest margin.

ATC

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Ryan Rolison	0.2229	0.1520	0.1295	17.4	4.3	13.1
2	Drew Pomeranz	0.2229	0.2513	0.2808	12.4	6.0	6.4
3	Ben Brown	0.2812	0.2649	0.2564	10.2	4.0	6.2
4	Casey Lawrence	0.2229	0.1442	0.0875	10.6	4.5	6.0
5	Jeffrey Springs	0.2418	0.2309	0.1935	32.1	26.6	5.5
6	Thomas Hatch	0.2229	0.1863	0.1447	11.4	6.3	5.1
7	Tanner Bibee	0.2571	0.2475	0.2126	31.4	26.5	4.9
8	Cade Horton	0.2299	0.2166	0.2038	10.9	6.0	4.8
9	Andry Lara	0.2229	0.1637	0.1282	7.1	2.8	4.4
10	Rico Garcia	0.2229	0.2492	0.2676	6.8	2.6	4.2

Depth Charts

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Ryan Rolison	0.2229	0.1520	0.1295	17.8	4.3	13.5
2	Emmet Sheehan	0.2229	0.2640	0.3058	24.5	12.2	12.3
3	Jake Woodford	0.2229	0.1692	0.1353	14.7	5.7	8.9
4	Brad Lord	0.1566	0.1679	0.1978	23.1	16.4	6.7
5	Drew Pomeranz	0.2229	0.2513	0.2808	12.0	6.0	6.0
6	Sean Burke	0.2120	0.2208	0.2232	7.4	1.5	5.9
7	Dustin May	0.2547	0.2440	0.2106	25.1	19.4	5.6
8	Jacob deGrom	0.3398	0.3303	0.2765	41.5	35.9	5.6
9	Justin Verlander	0.1897	0.1971	0.2069	12.2	6.6	5.6
10	Thomas Hatch	0.2229	0.1863	0.1447	11.7	6.3	5.4

Marcel

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Tomoyuki Sugano	0.2229	0.1631	0.1570	39.9	4.0	35.9
2	Antonio Senzatela	0.1916	0.1458	0.1181	41.3	17.0	24.3
3	Michael McGreevy	0.2218	0.1685	0.1450	28.0	9.4	18.7
4	Mason Miller	0.2950	0.3660	0.4444	36.5	18.4	18.1
5	Jeremiah Estrada	0.2798	0.3257	0.3553	25.0	9.0	16.0
6	Clay Holmes	0.2433	0.2155	0.1822	38.5	23.5	15.0
7	Janson Junk	0.2194	0.1641	0.1723	18.0	3.7	14.4
8	Tarik Skubal	0.2801	0.2916	0.3222	36.5	23.0	13.6
9	Edwin Díaz	0.3066	0.3515	0.3798	20.6	7.3	13.3
10	Jack Leiter	0.2107	0.2340	0.2291	16.2	3.1	13.1

OOPSY

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Tomoyuki Sugano	0.2229	0.1631	0.1570	43.9	4.0	39.9
2	Luis Severino	0.2189	0.2036	0.1759	29.8	19.4	10.3
3	Sean Burke	0.2430	0.2208	0.2232	11.3	1.5	9.9
4	Chase Dollander	0.2340	0.2125	0.1859	20.8	11.7	9.2
5	Landen Roupp	0.2465	0.2276	0.2143	15.0	6.3	8.6
6	Drew Rasmussen	0.2513	0.2366	0.2171	19.5	11.3	8.2
7	Cole Henry	0.1677	0.1999	0.2158	11.8	3.8	8.0
8	Antonio Senzatela	0.1587	0.1458	0.1181	24.6	17.0	7.6
9	Mike Vasil	0.1644	0.1813	0.1939	12.8	5.3	7.5
10	Sonny Gray	0.2456	0.2548	0.2669	16.7	9.2	7.5

Razzball

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Ryan Rolison	0.2229	0.1520	0.1295	17.6	4.3	13.3
2	Emmet Sheehan	0.2229	0.2640	0.3058	24.8	12.2	12.6
3	Shane Smith	0.1926	0.2077	0.2354	27.8	17.1	10.6
4	Anthony Molina	0.2229	0.1594	0.1500	11.3	1.5	9.8
5	Grant Holmes	0.2067	0.2243	0.2500	22.4	12.7	9.7
6	Sean Burke	0.2070	0.2208	0.2232	11.0	1.5	9.5
7	Hunter Dobbins	0.2229	0.1856	0.1758	11.5	2.5	9.0
8	Slade Cecconi	0.2317	0.2142	0.2000	16.1	7.7	8.4
9	Carmen Mlodzinski	0.1853	0.2031	0.2124	12.3	4.0	8.4
10	Kris Bubic	0.2070	0.2223	0.2437	18.6	10.2	8.3

Steamer

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Dustin May	0.2607	0.2440	0.2106	29.0	19.4	9.6
2	Shane Smith	0.1935	0.2077	0.2354	26.1	17.1	9.0
3	Tomoyuki Sugano	0.1756	0.1631	0.1570	12.2	4.0	8.2
4	Eric Lauer	0.1914	0.2091	0.2394	20.7	13.0	7.7
5	Jacob deGrom	0.3419	0.3303	0.2765	43.4	35.9	7.5
6	Sean Burke	0.2089	0.2208	0.2232	8.8	1.5	7.3
7	Will Warren	0.2073	0.2165	0.2405	24.0	17.2	6.8
8	Paul Skenes	0.3179	0.3083	0.2947	16.7	9.9	6.7
9	Shinnosuke Ogasawara	0.2229	0.1848	0.1734	8.5	2.0	6.5
10	Grant Holmes	0.2129	0.2243	0.2500	18.5	12.7	5.8

The BAT

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Taijuan Walker	0.2229	0.1679	0.1599	33.2	4.3	28.9
2	Michael McGreevy	0.2229	0.1685	0.1450	30.6	9.4	21.3
3	Stephen Kolek	0.2229	0.1856	0.1670	25.1	8.5	16.6
4	Bradley Blalock	0.2229	0.1626	0.0982	33.9	17.7	16.2
5	Tyler Phillips	0.2229	0.1742	0.1661	17.3	2.5	14.9
6	Logan Evans	0.2229	0.1826	0.1686	18.5	4.9	13.7
7	Ryan Rolison	0.2229	0.1520	0.1295	17.8	4.3	13.5
8	Ben Brown	0.2229	0.2649	0.2564	16.4	4.0	12.4
9	Emmet Sheehan	0.2229	0.2640	0.3058	24.5	12.2	12.3
10	Daniel Lynch IV	0.2229	0.1831	0.1557	19.0	7.9	11.1

ZiPS

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Brad Lord	0.1166	0.1679	0.1978	43.9	16.4	27.5
2	Walker Buehler	0.2131	0.1942	0.1628	28.8	17.7	11.1
3	Justin Verlander	0.1802	0.1971	0.2069	17.3	6.6	10.7
4	Nick Pivetta	0.2883	0.2764	0.2635	18.4	9.2	9.2
5	Mike Burrows	0.1905	0.2126	0.2413	20.1	11.6	8.6
6	Merrill Kelly	0.1981	0.2101	0.2233	18.3	10.0	8.4
7	José Soriano	0.2320	0.2214	0.2099	16.5	8.2	8.3
8	Nick Martinez	0.2108	0.2001	0.1698	28.5	20.6	7.9
9	José Buttó	0.2655	0.2394	0.2042	17.6	10.0	7.7
10	Jackson Rutledge	0.1739	0.1959	0.1970	7.4	0.4	7.0

Walk Rate

Everybody Missed for Walk Rate

Player	Actual	ATC	Aggregate	Depth Charts	Marcel	OOPSY	Razzball	Steamer	The BAT	ZiPS
Gavin Williams	0.1179	0.0915 (16.8)	0.0897 (18.6)	0.0889 (18.4)	0.0931 (15.4)	0.0933 (18.0)	0.0873 (19.0)	0.0881 (18.6)	0.0876 (19.7)	0.0905 (18.0)
Janson Junk	0.0291	0.0702 (19.5)	0.0691 (18.7)	0.0698 (19.5)	0.0839 (25.8)	0.0667 (16.4)	0.0648 (17.6)	0.0632 (16.7)	0.0791 (23.4)	0.0707 (19.4)
Erick Fedde	0.1075	0.0727 (20.2)	0.0739 (19.9)	0.0730 (19.8)	0.0793 (15.8)	0.0804 (17.5)	0.0739 (18.7)	0.0735 (19.2)	0.0692 (22.4)	0.0736 (20.0)
Jack Kochanowicz	0.1133	0.0603 (25.9)	0.0641 (24.3)	0.0645 (23.5)	0.0657 (22.9)	0.0715 (21.8)	0.0623 (24.3)	0.0638 (23.6)	0.0630 (24.6)	0.0639 (24.4)
Matthew Liberatore	0.0617	0.0854 (16.9)	0.0871 (17.5)	0.0872 (18.3)	0.0850 (17.0)	0.0867 (15.6)	0.0895 (20.4)	0.0875 (18.8)	0.0841 (16.0)	0.0864 (17.1)
Edward Cabrera	0.0826	0.1141 (19.7)	0.1124 (18.3)	0.1092 (17.1)	0.1144 (20.2)	0.1131 (17.2)	0.1110 (18.6)	0.1096 (17.6)	0.1160 (20.7)	0.1104 (17.2)
Michael Lorenzen	0.0644	0.0976 (21.6)	0.0959 (20.1)	0.0929 (19.0)	0.0943 (19.9)	0.0988 (20.4)	0.0962 (21.5)	0.0930 (19.4)	0.0954 (20.2)	0.0942 (19.1)
Nick Lodolo	0.0483	0.0746 (18.4)	0.0767 (19.3)	0.0777 (20.7)	0.0777 (20.7)	0.0775 (18.2)	0.0765 (20.4)	0.0759 (19.8)	0.0760 (19.3)	0.0798 (21.4)

Individual Misses for Walk Rate

ATC

Rank	Player	Proj	Actual	Error
1	Sean Newcomb	0.1319	0.0793	21.5
2	Andrew Abbott	0.0877	0.0629	18.6
3	Aroldis Chapman	0.1413	0.0658	17.8
4	Walker Buehler	0.0749	0.1080	17.3
5	Mike Vasil	0.0804	0.1229	17.0
6	Eric Lauer	0.0971	0.0610	16.4
7	Grant Holmes	0.0743	0.1098	16.2
8	Ben Casparius	0.1092	0.0631	16.2
9	Yusei Kikuchi	0.0726	0.0959	16.1
10	Bryan King	0.0955	0.0400	15.9

Aggregate

Rank	Player	Proj	Actual	Error
1	Sean Newcomb	0.1256	0.0793	18.8
2	Mike Vasil	0.0773	0.1229	18.6
3	Garrett Crochet	0.0759	0.0565	17.2
4	Walker Buehler	0.0760	0.1080	17.1
5	Aroldis Chapman	0.1369	0.0658	16.6
6	Andrew Abbott	0.0853	0.0629	16.5
7	Bryan King	0.0976	0.0400	16.3
8	Tyler Glasnow	0.0721	0.1175	16.0
9	Grant Holmes	0.0761	0.1098	15.7
10	Sonny Gray	0.0691	0.0505	15.3

Depth Charts

Rank	Player	Proj	Actual	Error
1	Garrett Crochet	0.0780	0.0565	19.8
2	Walker Buehler	0.0705	0.1080	19.5
3	Mike Vasil	0.0749	0.1229	19.1
4	Sean Newcomb	0.1241	0.0793	18.6
5	Bryan King	0.1007	0.0400	17.5
6	Andrew Abbott	0.0845	0.0629	16.8
7	Aroldis Chapman	0.1348	0.0658	16.4
8	Yoshinobu Yamamoto	0.0600	0.0863	16.0
9	Tyler Glasnow	0.0712	0.1175	15.9
10	Matthew Boyd	0.0768	0.0585	15.2

Marcel

Rank	Player	Proj	Actual	Error
1	Tomoyuki Sugano	0.0841	0.0533	22.8
2	Andrew Abbott	0.0896	0.0629	20.2
3	Matthew Boyd	0.0824	0.0585	19.2
4	Grant Holmes	0.0694	0.1098	18.4
5	Brendon Little	0.0887	0.1525	18.0
6	Sonny Gray	0.0693	0.0505	16.4
7	Merrill Kelly	0.0828	0.0642	16.1
8	Garrett Crochet	0.0724	0.0565	15.3
9	Mike Vasil	0.0841	0.1229	15.2
10	Ranger Suarez	0.0787	0.0584	15.1

OOPSY

Rank	Player	Proj	Actual	Error
1	Tomoyuki Sugano	0.0841	0.0533	20.2
2	Mike Vasil	0.0787	0.1229	19.1
3	Grant Holmes	0.0753	0.1098	17.4
4	Sandy Alcantara	0.0543	0.0765	17.2
5	Sean Newcomb	0.1222	0.0793	16.4
6	Seth Lugo	0.0642	0.0900	16.3
7	Lance McCullers Jr.	0.0841	0.1423	16.2
8	Ben Casparius	0.1125	0.0631	16.2
9	Andrew Abbott	0.0867	0.0629	15.7
10	Tyler Glasnow	0.0759	0.1175	15.5

Razzball

Rank	Player	Proj	Actual	Error
1	Mike Vasil	0.0706	0.1229	20.6
2	Sean Newcomb	0.1243	0.0793	19.0
3	Garrett Crochet	0.0761	0.0565	18.9
4	Andrew Abbott	0.0852	0.0629	17.7
5	Matthew Boyd	0.0789	0.0585	17.3
6	Tyler Glasnow	0.0694	0.1175	16.3
7	Bryan King	0.0943	0.0400	15.9
8	Aroldis Chapman	0.1320	0.0658	15.9
9	Sonny Gray	0.0679	0.0505	15.8
10	Carmen Mlodzinski	0.0983	0.0644	15.7

Steamer

Rank	Player	Proj	Actual	Error
1	Mike Vasil	0.0725	0.1229	19.9
2	Garrett Crochet	0.0759	0.0565	18.4
3	Sean Newcomb	0.1210	0.0793	17.6
4	Andrew Abbott	0.0844	0.0629	17.0
5	Matthew Boyd	0.0784	0.0585	16.6
6	Tyler Glasnow	0.0704	0.1175	16.0
7	Bryan King	0.0944	0.0400	15.9
8	Aroldis Chapman	0.1316	0.0658	15.7
9	Grant Holmes	0.0746	0.1098	15.6
10	Walker Buehler	0.0777	0.1080	15.2

The BAT

Rank	Player	Proj	Actual	Error
1	Sean Newcomb	0.1304	0.0793	20.9
2	Garrett Crochet	0.0780	0.0565	19.4
3	Aroldis Chapman	0.1475	0.0658	19.2
4	Sonny Gray	0.0732	0.0505	18.9
5	Bryan King	0.1042	0.0400	18.3
6	Yusei Kikuchi	0.0708	0.0959	17.5
7	Nathan Eovaldi	0.0753	0.0423	17.5
8	Scott Barlow	0.0912	0.1485	16.6
9	Matthew Boyd	0.0788	0.0585	16.2
10	Tyler Glasnow	0.0727	0.1175	15.5

ZiPS

Rank	Player	Proj	Actual	Error
1	Walker Buehler	0.0633	0.1080	24.2
2	Garrett Crochet	0.0799	0.0565	20.5
3	Yoshinobu Yamamoto	0.0548	0.0863	20.3
4	Mike Vasil	0.0760	0.1229	19.1
5	Bryan King	0.1067	0.0400	18.8
6	Sean Newcomb	0.1240	0.0793	18.2
7	Andrew Abbott	0.0859	0.0629	16.9
8	Robbie Ray	0.0728	0.0967	16.7
9	Abner Uribe	0.1443	0.0906	16.5
10	Aroldis Chapman	0.1364	0.0658	16.5

Most Unique Misses for Walk Rate

Players where this system’s error exceeded Aggregate’s error by the largest margin.

ATC

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Juan Morillo	0.0841	0.1273	0.1316	6.8	0.4	6.5
2	Luis Mey	0.0841	0.1495	0.1771	8.7	2.5	6.2
3	Cade Horton	0.0998	0.0876	0.0693	15.7	9.5	6.1
4	Cole Henry	0.0841	0.1070	0.1328	11.1	5.8	5.3
5	Pierson Ohl	0.0841	0.0509	0.0526	4.5	0.0	4.5
6	José Fermin	0.0841	0.1126	0.1513	9.8	5.6	4.2
7	Eric Lauer	0.0971	0.0884	0.0610	16.4	12.4	4.0
8	Brandon Walter	0.0841	0.0685	0.0189	14.4	10.9	3.5
9	Landen Roupp	0.1023	0.0958	0.0945	4.9	1.4	3.5
10	Jackson Rutledge	0.1082	0.0987	0.0727	12.5	9.1	3.4

Depth Charts

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Juan Morillo	0.0841	0.1273	0.1316	6.8	0.4	6.4
2	Pierson Ohl	0.0841	0.0509	0.0526	4.6	0.0	4.6
3	Robbie Ray	0.0744	0.0814	0.0967	14.7	10.2	4.5
4	José Fermin	0.0841	0.1126	0.1513	9.8	5.6	4.2
5	Brad Lord	0.0683	0.0768	0.0788	4.2	0.1	4.0
6	Brandon Walter	0.0841	0.0685	0.0189	14.4	10.9	3.6
7	Dan Altavilla	0.0841	0.1115	0.1250	4.6	1.4	3.2
8	Eduarniel Núñez	0.0841	0.1374	0.1833	5.8	2.7	3.1
9	Konnor Pilkington	0.0841	0.1106	0.1382	6.3	3.2	3.1
10	Logan Evans	0.0759	0.0856	0.0886	3.4	0.5	3.0

Marcel

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Tomoyuki Sugano	0.0841	0.0551	0.0533	22.8	2.4	20.4
2	Sean Burke	0.0846	0.1058	0.1057	10.8	1.1	9.8
3	Jack Leiter	0.0870	0.1013	0.1037	9.0	0.4	8.5
4	Jacob deGrom	0.0659	0.0559	0.0553	9.1	1.5	7.5
5	Janson Junk	0.0839	0.0691	0.0291	25.8	18.7	7.1
6	Brandon Pfaadt	0.0641	0.0568	0.0482	14.4	7.8	6.6
7	Quinn Priester	0.0843	0.0757	0.0766	6.9	0.5	6.4
8	Juan Morillo	0.0841	0.1273	0.1316	6.8	0.4	6.4
9	Michael McGreevy	0.0714	0.0567	0.0500	9.7	3.4	6.4
10	Ryan Zeferjahn	0.0851	0.1107	0.1362	12.4	6.1	6.3

OOPSY

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Tomoyuki Sugano	0.0841	0.0551	0.0533	20.2	2.4	17.8
2	Sandy Alcantara	0.0543	0.0591	0.0765	17.2	11.7	5.5
3	Brad Lord	0.0892	0.0768	0.0788	5.2	0.1	5.1
4	Zac Gallen	0.0699	0.0727	0.0812	9.9	5.5	4.4
5	Jacob Misiorowski	0.1448	0.1262	0.1136	8.3	3.9	4.4
6	Lucas Giolito	0.0803	0.0837	0.0914	7.3	3.7	3.6
7	Lance McCullers Jr.	0.0841	0.0948	0.1423	16.2	12.6	3.6
8	Jacob deGrom	0.0634	0.0559	0.0553	4.8	1.5	3.3
9	Cam Schlittler	0.1169	0.0964	0.1020	4.3	1.2	3.1
10	Jose Quintana	0.0830	0.0856	0.0899	4.3	1.5	2.9

Razzball

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Juan Morillo	0.0841	0.1273	0.1316	6.7	0.4	6.3
2	Zack Littell	0.0588	0.0545	0.0422	15.4	10.7	4.7
3	Pierson Ohl	0.0841	0.0509	0.0526	4.7	0.0	4.7
4	José Fermin	0.0841	0.1126	0.1513	9.7	5.6	4.0
5	Noah Murdock	0.0841	0.1268	0.2041	11.4	7.4	4.0
6	Josh Simpson	0.0841	0.1117	0.1457	8.7	4.9	3.9
7	José A. Ferrer	0.0880	0.0780	0.0494	13.7	9.8	3.9
8	Andre Pallante	0.0959	0.0924	0.0867	9.1	5.3	3.8
9	Cristopher Sánchez	0.0675	0.0649	0.0545	13.4	9.8	3.6
10	Brad Lord	0.0820	0.0768	0.0788	3.8	0.1	3.6

Steamer

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Justin Verlander	0.0587	0.0657	0.0785	10.9	7.4	3.6
2	Carlos Rodón	0.0741	0.0801	0.0925	12.0	8.4	3.5
3	Zack Littell	0.0576	0.0545	0.0422	14.2	10.7	3.5
4	José A. Ferrer	0.0873	0.0780	0.0494	13.3	9.8	3.5
5	Cristopher Sánchez	0.0676	0.0649	0.0545	13.3	9.8	3.5
6	Robbie Ray	0.0758	0.0814	0.0967	13.2	10.2	3.0
7	Tarik Skubal	0.0574	0.0553	0.0441	12.4	9.6	2.8
8	Mitch Keller	0.0736	0.0714	0.0681	6.6	3.8	2.8
9	Bryan Woo	0.0569	0.0547	0.0492	8.0	5.2	2.8
10	Graham Ashcraft	0.0606	0.0717	0.0880	6.9	4.2	2.7

The BAT

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Slade Cecconi	0.0841	0.0550	0.0587	15.1	1.1	14.0
2	Michael McGreevy	0.0841	0.0567	0.0500	14.6	3.4	11.2
3	Tomoyuki Sugano	0.0698	0.0551	0.0533	12.7	2.4	10.3
4	Juan Morillo	0.0841	0.1273	0.1316	6.9	0.4	6.5
5	Ryan Pepiot	0.0744	0.0842	0.0898	8.9	2.7	6.2
6	Luis Mey	0.0841	0.1495	0.1771	8.7	2.5	6.2
7	Quinn Priester	0.0841	0.0757	0.0766	6.5	0.5	6.0
8	Jacob deGrom	0.0639	0.0559	0.0553	7.3	1.5	5.8
9	Kevin Gausman	0.0761	0.0697	0.0645	10.8	5.4	5.4
10	Cole Henry	0.0841	0.1070	0.1328	11.2	5.8	5.3

ZiPS

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Clay Holmes	0.0717	0.0877	0.0932	14.0	2.7	11.3
2	Brad Lord	0.0596	0.0768	0.0788	9.5	0.1	9.4
3	Walker Buehler	0.0633	0.0760	0.1080	24.2	17.1	7.1
4	Robbie Ray	0.0728	0.0814	0.0967	16.7	10.2	6.4
5	Yoshinobu Yamamoto	0.0548	0.0637	0.0863	20.3	14.3	6.1
6	José Fermin	0.0841	0.1126	0.1513	9.9	5.6	4.3
7	Abner Uribe	0.1443	0.1316	0.0906	16.5	12.7	3.8
8	Germán Márquez	0.0861	0.0791	0.0812	4.0	0.2	3.7
9	Sean Burke	0.1117	0.1058	0.1057	4.6	1.1	3.6
10	Garrett Crochet	0.0799	0.0759	0.0565	20.5	17.2	3.4

Hit By Pitch Rate

Everybody Missed for Hit By Pitch Rate

Player	Actual	ATC	Aggregate	Depth Charts	Marcel	OOPSY	Razzball	Steamer	The BAT	ZiPS
Gregory Soto	0.0394	0.0156 (6.7)	0.0139 (7.2)	0.0155 (6.8)	0.0161 (6.6)	0.0112 (7.9)	0.0127 (7.4)	0.0128 (7.4)	0.0140 (7.3)	0.0170 (6.5)
Noah Davis	0.1077	0.0139 (6.1)	0.0165 (6.0)	0.0105 (6.3)	0.0142 (6.1)	0.0108 (6.3)	0.0105 (6.3)	0.0152 (6.0)	0.0175 (5.9)	0.0249 (5.4)
Brayan Bello	0.0186	0.0107 (5.7)	0.0103 (6.0)	0.0091 (6.8)	0.0117 (5.0)	0.0105 (5.7)	0.0105 (5.5)	0.0105 (5.5)	0.0105 (6.0)	0.0090 (7.4)
Aaron Bummer	0.0468	0.0116 (8.3)	0.0118 (8.3)	0.0115 (8.4)	0.0119 (8.3)	0.0110 (8.4)	0.0111 (8.3)	0.0111 (8.3)	0.0125 (8.2)	0.0132 (8.1)
Lucas Sims	0.0972	0.0174 (5.8)	0.0161 (5.9)	0.0198 (5.6)	0.0169 (5.8)	0.0119 (6.2)	0.0135 (6.0)	0.0134 (6.0)	0.0171 (5.8)	0.0235 (5.4)
Michael Soroka	0.0396	0.0133 (10.1)	0.0133 (10.1)	0.0150 (9.4)	0.0110 (10.9)	0.0107 (11.0)	0.0126 (10.2)	0.0127 (10.1)	0.0129 (10.3)	0.0178 (8.6)
Brant Hurter	0.0397	0.0117 (7.9)	0.0129 (7.5)	0.0173 (6.3)	0.0094 (8.5)	0.0099 (8.3)	0.0135 (7.2)	0.0133 (7.3)	0.0117 (7.9)	0.0174 (6.5)
Luis Severino	0.0227	0.0118 (7.9)	0.0116 (8.1)	0.0119 (7.8)	0.0133 (6.8)	0.0104 (8.8)	0.0115 (7.8)	0.0115 (7.8)	0.0114 (8.4)	0.0130 (7.5)

Individual Misses for Hit By Pitch Rate

ATC

Rank	Player	Proj	Actual	Error
1	Cole Henry	0.0105	0.0456	8.5
2	José Soriano	0.0163	0.0069	6.6
3	Cade Horton	0.0000	0.0126	6.1
4	Kai-Wei Teng	0.0105	0.0504	5.6
5	Hunter Greene	0.0182	0.0048	5.5
6	Brandon Pfaadt	0.0087	0.0156	5.5
7	Walker Buehler	0.0100	0.0195	5.5
8	Robbie Ray	0.0127	0.0053	5.4
9	Brady Singer	0.0124	0.0196	5.3
10	Joe Ryan	0.0101	0.0174	5.3

Aggregate

Rank	Player	Proj	Actual	Error
1	Cole Henry	0.0154	0.0456	7.4
2	José Soriano	0.0161	0.0069	6.4
3	Walker Buehler	0.0099	0.0195	5.6
4	Brady Singer	0.0122	0.0196	5.5
5	Hunter Greene	0.0173	0.0048	5.1
6	Brad Lord	0.0152	0.0055	5.1
7	Brandon Pfaadt	0.0094	0.0156	5.1
8	Joe Ryan	0.0105	0.0174	5.0
9	Chris Sale	0.0125	0.0216	4.8
10	Edwin Díaz	0.0135	0.0310	4.6

Depth Charts

Rank	Player	Proj	Actual	Error
1	José Soriano	0.0206	0.0069	9.7
2	Brad Lord	0.0201	0.0055	7.8
3	Hunter Greene	0.0227	0.0048	7.4
4	Cole Henry	0.0181	0.0456	6.7
5	Walker Buehler	0.0096	0.0195	5.7
6	Kai-Wei Teng	0.0105	0.0504	5.6
7	Clay Holmes	0.0109	0.0184	5.5
8	Bryan Woo	0.0128	0.0055	5.1
9	Brandon Pfaadt	0.0092	0.0156	5.1
10	Cam Schlittler	0.0000	0.0164	5.1

Marcel

Rank	Player	Proj	Actual	Error
1	Cole Henry	0.0105	0.0456	8.5
2	José Soriano	0.0186	0.0069	8.3
3	Robbie Ray	0.0159	0.0053	7.8
4	Hunter Greene	0.0207	0.0048	6.6
5	Brandon Pfaadt	0.0073	0.0156	6.6
6	Shane Smith	0.0105	0.0195	5.7
7	Edwin Díaz	0.0094	0.0310	5.6
8	Joe Ryan	0.0102	0.0174	5.2
9	Nick Lodolo	0.0284	0.0202	5.1
10	Brady Singer	0.0128	0.0196	5.0

OOPSY

Rank	Player	Proj	Actual	Error
1	Cole Henry	0.0117	0.0456	8.2
2	Brady Singer	0.0100	0.0196	6.9
3	Charlie Morton	0.0110	0.0214	6.9
4	Nick Lodolo	0.0103	0.0202	6.4
5	Eduardo Rodriguez	0.0104	0.0014	6.2
6	Dustin May	0.0104	0.0205	6.0
7	Chris Sale	0.0100	0.0216	5.9
8	Merrill Kelly	0.0104	0.0027	5.7
9	Clay Holmes	0.0108	0.0184	5.5
10	Kai-Wei Teng	0.0114	0.0504	5.4

Razzball

Rank	Player	Proj	Actual	Error
1	Cole Henry	0.0111	0.0456	8.3
2	Walker Buehler	0.0095	0.0195	5.5
3	Kai-Wei Teng	0.0105	0.0504	5.5
4	Dustin May	0.0112	0.0205	5.4
5	José Soriano	0.0141	0.0069	5.3
6	Brady Singer	0.0121	0.0196	5.2
7	Garrett Crochet	0.0096	0.0037	5.0
8	Edwin Díaz	0.0117	0.0310	4.9
9	Chris Sale	0.0120	0.0216	4.8
10	Joe Ryan	0.0103	0.0174	4.8

Steamer

Rank	Player	Proj	Actual	Error
1	Cole Henry	0.0112	0.0456	8.3
2	Walker Buehler	0.0095	0.0195	5.5
3	Dustin May	0.0113	0.0205	5.3
4	José Soriano	0.0141	0.0069	5.3
5	Brady Singer	0.0122	0.0196	5.2
6	Garrett Crochet	0.0096	0.0037	4.9
7	Edwin Díaz	0.0118	0.0310	4.9
8	Chris Sale	0.0119	0.0216	4.8
9	Joe Ryan	0.0102	0.0174	4.8
10	Hunter Greene	0.0160	0.0048	4.8

The BAT

Rank	Player	Proj	Actual	Error
1	Cole Henry	0.0105	0.0456	8.6
2	Dustin May	0.0105	0.0205	6.2
3	Brady Singer	0.0116	0.0196	6.1
4	Shane Smith	0.0105	0.0195	5.9
5	Joe Ryan	0.0096	0.0174	5.8
6	Brandon Pfaadt	0.0088	0.0156	5.6
7	Kai-Wei Teng	0.0105	0.0504	5.6
8	Walker Buehler	0.0102	0.0195	5.6
9	Ryan Walker	0.0123	0.0301	4.9
10	Sean Manaea	0.0096	0.0266	4.6

ZiPS

Rank	Player	Proj	Actual	Error
1	José Soriano	0.0278	0.0069	14.5
2	Nick Lodolo	0.0377	0.0202	10.6
3	Brad Lord	0.0248	0.0055	10.0
4	Hunter Greene	0.0287	0.0048	9.6
5	Jacob Misiorowski	0.0404	0.0110	7.8
6	Clay Holmes	0.0097	0.0184	6.8
7	Walker Buehler	0.0096	0.0195	6.1
8	Tomoyuki Sugano	0.0043	0.0119	5.8
9	Bryan Woo	0.0140	0.0055	5.5
10	Drew Pomeranz	0.0000	0.0246	5.2

Most Unique Misses for Hit By Pitch Rate

Players where this system’s error exceeded Aggregate’s error by the largest margin.

ATC

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Cade Horton	0.0000	0.0077	0.0126	6.1	2.5	3.7
2	Robbie Ray	0.0127	0.0102	0.0053	5.4	3.5	1.9
3	Juan Mejia	0.0105	0.0175	0.0230	3.3	1.5	1.8
4	Eric Orze	0.0290	0.0140	0.0169	2.1	0.6	1.5
5	Orlando Ribalta	0.0248	0.0130	0.0083	1.9	0.5	1.4
6	Yoendrys Gómez	0.0200	0.0146	0.0144	1.5	0.0	1.4
7	Kodai Senga	0.0126	0.0098	0.0062	2.9	1.6	1.4
8	Kyle Leahy	0.0146	0.0110	0.0028	4.2	2.9	1.3
9	Nick Lodolo	0.0241	0.0220	0.0202	2.3	0.9	1.3
10	Kai-Wei Teng	0.0105	0.0196	0.0504	5.6	4.3	1.3

Depth Charts

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Nick Lodolo	0.0283	0.0220	0.0202	5.0	0.9	4.0
2	Cam Schlittler	0.0000	0.0130	0.0164	5.1	1.1	3.9
3	José Soriano	0.0206	0.0161	0.0069	9.7	6.4	3.2
4	Brad Lord	0.0201	0.0152	0.0055	7.8	5.1	2.7
5	Hunter Greene	0.0227	0.0173	0.0048	7.4	5.1	2.3
6	Lyon Richardson	0.0227	0.0118	0.0116	1.9	0.0	1.8
7	Chris Murphy	0.0000	0.0119	0.0338	5.0	3.3	1.8
8	Caleb Boushley	0.0000	0.0079	0.0104	2.1	0.5	1.5
9	Jack Kochanowicz	0.0179	0.0151	0.0137	2.0	0.6	1.5
10	Jacob Misiorowski	0.0274	0.0221	0.0110	4.4	3.0	1.4

Marcel

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Robbie Ray	0.0159	0.0102	0.0053	7.8	3.5	4.4
2	Nick Lodolo	0.0284	0.0220	0.0202	5.1	0.9	4.2
3	Shane Smith	0.0105	0.0146	0.0195	5.7	3.2	2.5
4	Mitch Keller	0.0166	0.0136	0.0134	2.3	0.0	2.3
5	JP Sears	0.0171	0.0135	0.0103	3.8	1.7	2.1
6	Cristopher Sánchez	0.0046	0.0083	0.0074	2.5	0.4	2.0
7	Jacob deGrom	0.0110	0.0081	0.0045	4.2	2.2	2.0
8	Wandy Peralta	0.0195	0.0133	0.0064	4.0	2.1	2.0
9	José Soriano	0.0186	0.0161	0.0069	8.3	6.4	1.9
10	Juan Mejia	0.0105	0.0175	0.0230	3.3	1.5	1.8

OOPSY

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Nick Lodolo	0.0103	0.0220	0.0202	6.4	0.9	5.5
2	Charlie Morton	0.0110	0.0169	0.0214	6.9	3.2	3.7
3	Kevin Gausman	0.0101	0.0062	0.0039	4.8	1.5	3.2
4	Mitchell Parker	0.0108	0.0068	0.0055	3.8	0.7	3.1
5	Merrill Kelly	0.0104	0.0073	0.0027	5.7	3.2	2.5
6	Mitch Keller	0.0101	0.0136	0.0134	2.5	0.0	2.5
7	Chris Bassitt	0.0104	0.0141	0.0177	5.4	2.9	2.5
8	Andrew Abbott	0.0106	0.0074	0.0044	4.2	1.9	2.3
9	Eduardo Rodriguez	0.0104	0.0073	0.0014	6.2	3.8	2.3
10	Yohan Ramírez	0.0111	0.0259	0.0258	2.3	0.0	2.3

Razzball

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Kai-Wei Teng	0.0105	0.0196	0.0504	5.5	4.3	1.2
2	Shane Smith	0.0122	0.0146	0.0195	4.4	3.2	1.2
3	Garrett Crochet	0.0096	0.0087	0.0037	5.0	3.9	1.1
4	Cade Gibson	0.0105	0.0158	0.0261	3.6	2.4	1.1
5	Tarik Skubal	0.0101	0.0093	0.0067	2.7	1.7	1.0
6	Cole Henry	0.0111	0.0154	0.0456	8.3	7.4	0.9
7	Jeffrey Springs	0.0079	0.0071	0.0042	2.7	1.8	0.9
8	Dustin May	0.0112	0.0131	0.0205	5.4	4.5	0.8
9	Juan Mejia	0.0141	0.0175	0.0230	2.3	1.5	0.8
10	Eric Orze	0.0094	0.0140	0.0169	1.3	0.6	0.7

Steamer

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Shane Smith	0.0122	0.0146	0.0195	4.4	3.2	1.1
2	Garrett Crochet	0.0096	0.0087	0.0037	4.9	3.9	1.1
3	Tarik Skubal	0.0101	0.0093	0.0067	2.7	1.7	1.0
4	Cole Henry	0.0112	0.0154	0.0456	8.3	7.4	0.9
5	Jeffrey Springs	0.0079	0.0071	0.0042	2.7	1.8	0.9
6	Dustin May	0.0113	0.0131	0.0205	5.3	4.5	0.8
7	Juan Mejia	0.0142	0.0175	0.0230	2.2	1.5	0.7
8	Sean Newcomb	0.0106	0.0129	0.0128	0.8	0.1	0.7
9	Eric Orze	0.0097	0.0140	0.0169	1.2	0.6	0.7
10	Bailey Ober	0.0096	0.0090	0.0080	1.1	0.4	0.7

The BAT

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Shane Smith	0.0105	0.0146	0.0195	5.9	3.2	2.7
2	Stephen Kolek	0.0105	0.0148	0.0152	2.4	0.3	2.1
3	Juan Mejia	0.0105	0.0175	0.0230	3.4	1.5	1.9
4	Dustin May	0.0105	0.0131	0.0205	6.2	4.5	1.7
5	Kai-Wei Teng	0.0105	0.0196	0.0504	5.6	4.3	1.3
6	Cade Gibson	0.0105	0.0158	0.0261	3.7	2.4	1.3
7	Cole Henry	0.0105	0.0154	0.0456	8.6	7.4	1.2
8	Matt Svanson	0.0105	0.0152	0.0171	1.7	0.5	1.2
9	Seranthony Domínguez	0.0152	0.0106	0.0077	1.8	0.7	1.1
10	Jack Dreyer	0.0105	0.0069	0.0000	3.0	2.0	1.0

ZiPS

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Nick Lodolo	0.0377	0.0220	0.0202	10.6	0.9	9.6
2	José Soriano	0.0278	0.0161	0.0069	14.5	6.4	8.0
3	Brad Lord	0.0248	0.0152	0.0055	10.0	5.1	4.9
4	Jacob Misiorowski	0.0404	0.0221	0.0110	7.8	3.0	4.8
5	Hunter Greene	0.0287	0.0173	0.0048	9.6	5.1	4.5
6	Tomoyuki Sugano	0.0043	0.0095	0.0119	5.8	1.8	4.0
7	Chase Dollander	0.0253	0.0156	0.0136	4.7	0.8	4.0
8	Yohan Ramírez	0.0463	0.0259	0.0258	3.0	0.0	3.0
9	Stephen Kolek	0.0227	0.0148	0.0152	3.0	0.3	2.7
10	Jason Adam	0.0283	0.0177	0.0111	4.4	1.7	2.7

Home Run Rate

Everybody Missed for Home Run Rate

Player	Actual	ATC	Aggregate	Depth Charts	Marcel	OOPSY	Razzball	Steamer	The BAT	ZiPS
Seth Lugo	0.0635	0.0400 (13.8)	0.0403 (13.3)	0.0400 (13.4)	0.0359 (16.3)	0.0397 (12.9)	0.0393 (14.5)	0.0402 (13.9)	0.0420 (12.6)	0.0407 (12.5)
David Peterson	0.0220	0.0358 (10.7)	0.0362 (11.3)	0.0368 (11.8)	0.0362 (11.0)	0.0345 (11.1)	0.0360 (10.5)	0.0366 (11.0)	0.0378 (12.0)	0.0367 (12.5)

Individual Misses for Home Run Rate

ATC

Rank	Player	Proj	Actual	Error
1	Cade Horton	0.0687	0.0294	19.1
2	Andrew Abbott	0.0593	0.0389	14.6
3	Jesús Luzardo	0.0513	0.0332	14.4
4	Luis Severino	0.0492	0.0311	13.4
5	Carlos Rodón	0.0597	0.0437	13.3
6	Michael Wacha	0.0442	0.0277	12.4
7	Jeff Hoffman	0.0446	0.0872	12.0
8	Tyler Alexander	0.0562	0.0291	11.8
9	Zac Gallen	0.0402	0.0546	11.0
10	Lucas Giolito	0.0561	0.0391	11.0

Aggregate

Rank	Player	Proj	Actual	Error
1	Jesús Luzardo	0.0517	0.0332	15.1
2	Andrew Abbott	0.0574	0.0389	13.7
3	Michael Wacha	0.0450	0.0277	13.4
4	Tyler Alexander	0.0567	0.0291	12.3
5	Jeff Hoffman	0.0433	0.0872	12.2
6	Carlos Rodón	0.0571	0.0437	11.7
7	Cade Horton	0.0526	0.0294	11.7
8	Jake Irvin	0.0478	0.0639	11.6
9	Luis Severino	0.0458	0.0311	11.4
10	Shota Imanaga	0.0521	0.0733	11.2

Depth Charts

Rank	Player	Proj	Actual	Error
1	Jesús Luzardo	0.0549	0.0332	17.6
2	Michael Wacha	0.0462	0.0277	14.4
3	Jeff Hoffman	0.0380	0.0872	13.7
4	Andrew Abbott	0.0571	0.0389	13.5
5	Tyler Alexander	0.0592	0.0291	13.4
6	Shota Imanaga	0.0494	0.0733	12.7
7	Nick Pivetta	0.0616	0.0460	12.3
8	Cristopher Sánchez	0.0356	0.0220	12.2
9	Bowden Francis	0.0542	0.0945	11.2
10	Jake Irvin	0.0482	0.0639	11.1

Marcel

Rank	Player	Proj	Actual	Error
1	Lucas Giolito	0.0636	0.0391	15.7
2	Luis Severino	0.0515	0.0311	15.1
3	Osvaldo Bido	0.0349	0.0748	14.1
4	Sean Newcomb	0.0510	0.0189	12.9
5	Tyler Anderson	0.0418	0.0644	12.9
6	Zac Gallen	0.0378	0.0546	12.8
7	Jeff Hoffman	0.0427	0.0872	12.5
8	Bowden Francis	0.0508	0.0945	12.3
9	Logan Allen	0.0542	0.0370	12.3
10	Shota Imanaga	0.0508	0.0733	12.2

OOPSY

Rank	Player	Proj	Actual	Error
1	Jesús Luzardo	0.0491	0.0332	14.2
2	Michael Wacha	0.0443	0.0277	13.8
3	Jake Irvin	0.0437	0.0639	13.7
4	Tyler Alexander	0.0580	0.0291	13.4
5	Andrew Abbott	0.0555	0.0389	13.3
6	Carlos Rodón	0.0568	0.0437	12.6
7	Jeff Hoffman	0.0430	0.0872	11.9
8	Clayton Kershaw	0.0463	0.0234	11.9
9	Tyler Mahle	0.0509	0.0199	11.7
10	Bowden Francis	0.0513	0.0945	11.7

Razzball

Rank	Player	Proj	Actual	Error
1	Jesús Luzardo	0.0526	0.0332	15.1
2	Andrew Abbott	0.0582	0.0389	13.6
3	Shota Imanaga	0.0490	0.0733	13.5
4	Michael Wacha	0.0455	0.0277	13.1
5	Jeff Hoffman	0.0412	0.0872	13.0
6	Jake Irvin	0.0472	0.0639	12.7
7	JP Sears	0.0502	0.0708	11.7
8	J.T. Ginn	0.0364	0.0664	11.6
9	Tyler Mahle	0.0528	0.0199	11.6
10	Bowden Francis	0.0553	0.0945	11.2

Steamer

Rank	Player	Proj	Actual	Error
1	Andrew Abbott	0.0602	0.0389	15.0
2	Jesús Luzardo	0.0518	0.0332	14.5
3	Michael Wacha	0.0455	0.0277	13.1
4	Jake Irvin	0.0469	0.0639	12.9
5	Jeff Hoffman	0.0433	0.0872	12.4
6	Shota Imanaga	0.0508	0.0733	12.4
7	Tyler Alexander	0.0562	0.0291	11.7
8	Luis Severino	0.0467	0.0311	11.4
9	Bowden Francis	0.0545	0.0945	11.4
10	Zac Gallen	0.0403	0.0546	11.1

The BAT

Rank	Player	Proj	Actual	Error
1	Luis Severino	0.0516	0.0311	15.0
2	Carlos Rodón	0.0602	0.0437	13.7
3	Andrew Abbott	0.0575	0.0389	13.3
4	Jesús Luzardo	0.0490	0.0332	12.6
5	Michael Wacha	0.0441	0.0277	12.3
6	Nick Pivetta	0.0616	0.0460	11.8
7	Yusei Kikuchi	0.0604	0.0461	11.7
8	Tyler Mahle	0.0526	0.0199	11.6
9	Clayton Kershaw	0.0464	0.0234	11.0
10	Nestor Cortes	0.0520	0.1226	11.0

ZiPS

Rank	Player	Proj	Actual	Error
1	Jesús Luzardo	0.0563	0.0332	19.4
2	Nick Pivetta	0.0667	0.0460	16.7
3	Tyler Alexander	0.0639	0.0291	15.7
4	Paul Skenes	0.0421	0.0235	15.5
5	Michael Wacha	0.0466	0.0277	15.3
6	Jeff Hoffman	0.0352	0.0872	14.2
7	Cristopher Sánchez	0.0369	0.0220	14.0
8	Garrett Crochet	0.0293	0.0471	12.4
9	Shota Imanaga	0.0492	0.0733	12.3
10	Sean Newcomb	0.0476	0.0189	12.2

Most Unique Misses for Home Run Rate

Players where this system’s error exceeded Aggregate’s error by the largest margin.

ATC

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Cade Horton	0.0687	0.0526	0.0294	19.1	11.7	7.4
2	Eric Lauer	0.0653	0.0547	0.0507	6.6	2.3	4.3
3	Emmet Sheehan	0.0682	0.0569	0.0393	8.7	5.5	3.1
4	Dustin May	0.0372	0.0414	0.0534	9.0	6.2	2.8
5	Chase Dollander	0.0454	0.0507	0.0592	5.7	3.2	2.5
6	Robbie Ray	0.0567	0.0533	0.0447	9.7	7.6	2.1
7	Jacob deGrom	0.0479	0.0506	0.0586	6.5	4.4	2.1
8	Logan Allen	0.0507	0.0471	0.0370	9.8	7.8	2.1
9	Taj Bradley	0.0566	0.0527	0.0455	7.3	5.2	2.1
10	Luis Severino	0.0492	0.0458	0.0311	13.4	11.4	2.0

Depth Charts

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Garrett Crochet	0.0365	0.0403	0.0471	7.4	4.4	3.0
2	Logan Evans	0.0345	0.0425	0.0508	5.2	2.4	2.8
3	Grant Anderson	0.0588	0.0499	0.0412	5.7	3.0	2.7
4	Jesús Luzardo	0.0549	0.0517	0.0332	17.6	15.1	2.6
5	Carson Palmquist	0.0417	0.0556	0.0833	7.0	4.6	2.4
6	Tomoyuki Sugano	0.0485	0.0521	0.0629	8.6	6.3	2.3
7	Matt Svanson	0.0423	0.0333	0.0211	5.3	3.2	2.1
8	Cristopher Sánchez	0.0356	0.0332	0.0220	12.2	10.2	2.1
9	Hunter Dobbins	0.0465	0.0386	0.0312	4.3	2.2	2.1
10	Zack Littell	0.0488	0.0514	0.0610	8.1	6.2	1.9

Marcel

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Lucas Giolito	0.0636	0.0535	0.0391	15.7	9.7	6.0
2	Brendon Little	0.0500	0.0298	0.0127	11.3	5.4	5.8
3	Tyler Anderson	0.0418	0.0510	0.0644	12.9	7.2	5.7
4	Louis Varland	0.0617	0.0426	0.0305	9.5	4.0	5.5
5	Spencer Bivens	0.0523	0.0360	0.0238	10.1	4.7	5.5
6	Tomoyuki Sugano	0.0451	0.0521	0.0629	11.3	6.3	5.0
7	Quinn Priester	0.0472	0.0353	0.0387	6.2	1.3	4.9
8	Tyler Phillips	0.0536	0.0380	0.0340	6.4	1.7	4.8
9	Logan Allen	0.0542	0.0471	0.0370	12.3	7.8	4.5
10	Brayan Bello	0.0422	0.0354	0.0317	8.0	3.5	4.5

OOPSY

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Sean Burke	0.0435	0.0522	0.0584	7.2	2.8	4.4
2	Tomoyuki Sugano	0.0451	0.0521	0.0629	10.1	6.3	3.8
3	Will Warren	0.0376	0.0433	0.0467	4.5	1.5	3.1
4	Ryan Pepiot	0.0477	0.0527	0.0584	5.4	3.0	2.5
5	Jake Irvin	0.0437	0.0478	0.0639	13.7	11.6	2.2
6	Ranger Suarez	0.0371	0.0352	0.0307	6.0	3.8	2.2
7	Logan Webb	0.0265	0.0256	0.0241	4.4	2.5	2.0
8	Matthew Boyd	0.0482	0.0469	0.0370	10.0	8.1	1.9
9	Jason Alexander	0.0353	0.0424	0.0620	8.0	6.1	1.9
10	Kyle Freeland	0.0500	0.0487	0.0407	8.6	6.6	1.9

Razzball

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Jeffrey Springs	0.0439	0.0483	0.0541	6.9	3.1	3.8
2	Brad Lord	0.0494	0.0420	0.0434	3.6	0.0	3.6
3	Sonny Gray	0.0365	0.0403	0.0489	9.0	5.4	3.5
4	JP Sears	0.0502	0.0549	0.0708	11.7	8.4	3.3
5	Nick Martinez	0.0511	0.0460	0.0424	6.3	3.4	2.9
6	Jacob deGrom	0.0473	0.0506	0.0586	7.2	4.4	2.8
7	Connor Brogdon	0.0451	0.0568	0.0833	7.5	5.0	2.5
8	Dan Altavilla	0.0721	0.0516	0.0500	2.7	0.4	2.3
9	Shota Imanaga	0.0490	0.0521	0.0733	13.5	11.2	2.2
10	Randy Vásquez	0.0482	0.0434	0.0370	6.7	4.5	2.2

Steamer

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Nick Martinez	0.0520	0.0460	0.0424	7.0	3.4	3.6
2	Jacob deGrom	0.0477	0.0506	0.0586	6.9	4.4	2.5
3	Sonny Gray	0.0387	0.0403	0.0489	7.2	5.4	1.8
4	Quinn Priester	0.0334	0.0353	0.0387	3.1	1.3	1.8
5	Randy Vásquez	0.0472	0.0434	0.0370	6.2	4.5	1.7
6	Brad Lord	0.0397	0.0420	0.0434	1.7	0.0	1.7
7	Mitchell Parker	0.0479	0.0449	0.0446	2.8	1.2	1.6
8	Carmen Mlodzinski	0.0410	0.0363	0.0268	6.2	4.6	1.6
9	Jack Flaherty	0.0441	0.0454	0.0536	6.1	4.7	1.4
10	Jason Alexander	0.0390	0.0424	0.0620	7.5	6.1	1.4

The BAT

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Stephen Kolek	0.0451	0.0354	0.0260	9.2	5.0	4.2
2	Brandon Pfaadt	0.0533	0.0473	0.0455	6.6	2.4	4.2
3	Yusei Kikuchi	0.0604	0.0547	0.0461	11.7	7.8	3.9
4	Matthew Liberatore	0.0451	0.0385	0.0394	4.2	0.3	3.9
5	Luis Severino	0.0516	0.0458	0.0311	15.0	11.4	3.6
6	Quinn Priester	0.0451	0.0353	0.0387	4.7	1.3	3.4
7	Patrick Corbin	0.0547	0.0493	0.0439	7.7	4.5	3.2
8	Aaron Ashby	0.0451	0.0329	0.0181	7.5	4.4	3.2
9	Michael Soroka	0.0376	0.0448	0.0500	4.4	1.5	2.9
10	Taijuan Walker	0.0451	0.0498	0.0517	3.1	0.3	2.8

ZiPS

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Garrett Crochet	0.0293	0.0403	0.0471	12.4	4.4	8.0
2	Paul Skenes	0.0421	0.0345	0.0235	15.5	9.1	6.3
3	Nick Pivetta	0.0667	0.0595	0.0460	16.7	10.7	6.0
4	Tarik Skubal	0.0296	0.0366	0.0384	4.7	0.3	4.4
5	Jesús Luzardo	0.0563	0.0517	0.0332	19.4	15.1	4.3
6	Hunter Greene	0.0444	0.0557	0.0577	4.6	0.3	4.3
7	Drew Rasmussen	0.0279	0.0360	0.0433	7.5	3.4	4.1
8	Zack Littell	0.0450	0.0514	0.0610	10.3	6.2	4.1
9	Erick Fedde	0.0503	0.0452	0.0404	7.7	3.8	3.9
10	Cristopher Sánchez	0.0369	0.0332	0.0220	14.0	10.2	3.8

BABIP

Everybody Missed for BABIP

Player	Actual	ATC	Aggregate	Depth Charts	Marcel	OOPSY	Razzball	Steamer	The BAT	ZiPS
Zack Littell	0.2491	0.2951 (31.6)	0.2925 (30.8)	0.2937 (30.7)	0.3015 (37.8)	0.2930 (33.8)	0.2958 (32.6)	0.2957 (30.0)	0.2824 (26.3)	0.2932 (32.1)
Shawn Armstrong	0.1955	0.3034 (29.4)	0.2952 (27.5)	0.2961 (27.4)	0.3118 (32.3)	0.2876 (26.3)	0.2974 (27.9)	0.2937 (25.9)	0.2918 (27.7)	0.2975 (28.5)
Cade Povich	0.3495	0.2855 (33.4)	0.2860 (32.4)	0.2905 (30.9)	0.2931 (28.8)	0.2851 (31.2)	0.2882 (31.8)	0.2895 (32.8)	0.2789 (33.8)	0.2887 (30.5)
Ben Brown	0.3468	0.2901 (28.8)	0.2858 (30.1)	0.2894 (29.1)	0.2880 (29.0)	0.2803 (31.1)	0.2826 (32.1)	0.2906 (29.9)	0.2881 (27.1)	0.2857 (29.7)
Carlos Rodón	0.2282	0.2832 (40.0)	0.2787 (37.7)	0.2838 (40.5)	0.2890 (45.8)	0.2717 (34.8)	0.2726 (32.1)	0.2841 (38.5)	0.2772 (39.7)	0.2835 (42.2)
Nick Pivetta	0.2346	0.2831 (31.8)	0.2784 (29.6)	0.2782 (28.4)	0.2853 (34.6)	0.2741 (28.9)	0.2758 (27.0)	0.2850 (31.2)	0.2792 (33.1)	0.2733 (26.6)
Logan Webb	0.3463	0.2983 (44.9)	0.3011 (41.1)	0.3000 (43.2)	0.3042 (38.3)	0.3052 (34.6)	0.3042 (39.3)	0.3082 (38.7)	0.2988 (39.5)	0.2920 (48.0)
Shota Imanaga	0.2194	0.2816 (32.8)	0.2816 (33.7)	0.2879 (36.4)	0.2755 (30.3)	0.2795 (34.4)	0.2800 (32.3)	0.2878 (34.8)	0.2728 (31.0)	0.2882 (38.0)
Antonio Senzatela	0.3632	0.3182 (30.5)	0.3160 (30.9)	0.3095 (35.8)	0.3163 (30.7)	0.3183 (27.4)	0.3168 (31.0)	0.3173 (32.8)	0.3216 (24.9)	0.3042 (37.6)
Trevor Rogers	0.2261	0.2990 (29.0)	0.2987 (29.5)	0.2899 (25.2)	0.3125 (35.4)	0.2965 (30.0)	0.3031 (31.0)	0.2973 (27.1)	0.2881 (26.8)	0.2975 (29.4)

Individual Misses for BABIP

ATC

Rank	Player	Proj	Actual	Error
1	Noah Cameron	0.3078	0.2407	34.9
2	Jesús Luzardo	0.2834	0.3240	34.1
3	Jacob deGrom	0.2850	0.2297	34.1
4	Dylan Cease	0.2813	0.3195	30.8
5	Sonny Gray	0.2952	0.3292	28.9
6	Yoshinobu Yamamoto	0.2876	0.2432	27.3
7	Eduardo Rodriguez	0.2955	0.3290	26.3
8	Jameson Taillon	0.2862	0.2324	25.6
9	Drew Rasmussen	0.2927	0.2462	24.6
10	Kevin Gausman	0.2978	0.2617	24.6

Aggregate

Rank	Player	Proj	Actual	Error
1	Jesús Luzardo	0.2851	0.3240	31.6
2	Noah Cameron	0.2982	0.2407	30.4
3	Jacob deGrom	0.2777	0.2297	30.3
4	Sonny Gray	0.2925	0.3292	29.7
5	Dylan Cease	0.2817	0.3195	29.3
6	Yoshinobu Yamamoto	0.2879	0.2432	28.6
7	Jameson Taillon	0.2860	0.2324	26.4
8	Brayan Bello	0.3068	0.2684	24.9
9	Bryan Woo	0.2740	0.2377	24.5
10	Ryne Nelson	0.2938	0.2518	24.3

Depth Charts

Rank	Player	Proj	Actual	Error
1	Jacob deGrom	0.2847	0.2297	34.0
2	Jesús Luzardo	0.2857	0.3240	32.2
3	Sonny Gray	0.2930	0.3292	30.4
4	Bryan Woo	0.2818	0.2377	29.2
5	Jameson Taillon	0.2907	0.2324	28.0
6	Dylan Cease	0.2854	0.3195	27.7
7	Noah Cameron	0.2946	0.2407	27.6
8	Drew Rasmussen	0.2934	0.2462	25.2
9	MacKenzie Gore	0.2928	0.3251	24.8
10	Yoshinobu Yamamoto	0.2827	0.2432	24.1

Marcel

Rank	Player	Proj	Actual	Error
1	Jacob deGrom	0.2934	0.2297	40.9
2	Yoshinobu Yamamoto	0.2993	0.2432	36.5
3	Hunter Brown	0.3097	0.2624	32.5
4	Germán Márquez	0.2873	0.3364	30.6
5	Kevin Gausman	0.3038	0.2617	30.5
6	Shane Baz	0.2628	0.3028	30.3
7	Sonny Gray	0.2930	0.3292	29.3
8	Eduardo Rodriguez	0.2903	0.3290	28.7
9	Michael Lorenzen	0.2619	0.3032	26.6
10	Ryne Nelson	0.2968	0.2518	26.2

OOPSY

Rank	Player	Proj	Actual	Error
1	Brayan Bello	0.3167	0.2684	34.2
2	Noah Cameron	0.2991	0.2407	32.8
3	Dylan Cease	0.2753	0.3195	31.5
4	Jacob deGrom	0.2754	0.2297	31.0
5	Yoshinobu Yamamoto	0.2876	0.2432	30.8
6	Jesús Luzardo	0.2853	0.3240	28.9
7	Jameson Taillon	0.2857	0.2324	28.0
8	Kevin Gausman	0.2968	0.2617	27.6
9	Ryne Nelson	0.2932	0.2518	26.0
10	Hunter Brown	0.2970	0.2624	25.6

Razzball

Rank	Player	Proj	Actual	Error
1	Eric Lauer	0.3838	0.2669	48.2
2	Quinn Priester	0.3602	0.2841	47.2
3	Jesús Luzardo	0.2798	0.3240	36.4
4	Sonny Gray	0.2893	0.3292	32.9
5	Yoshinobu Yamamoto	0.2931	0.2432	31.5
6	Dan Altavilla	0.4466	0.1974	29.5
7	Dylan Cease	0.2855	0.3195	27.3
8	AJ Blubaugh	0.3750	0.1528	27.1
9	Noah Cameron	0.2931	0.2407	27.0
10	Jameson Taillon	0.2881	0.2324	26.9

Steamer

Rank	Player	Proj	Actual	Error
1	Jacob deGrom	0.2877	0.2297	34.1
2	Jesús Luzardo	0.2871	0.3240	33.4
3	Yoshinobu Yamamoto	0.2985	0.2432	32.9
4	Sonny Gray	0.2959	0.3292	30.4
5	Bryan Woo	0.2863	0.2377	30.4
6	MacKenzie Gore	0.2884	0.3251	29.8
7	Dylan Cease	0.2856	0.3195	29.6
8	Jameson Taillon	0.2957	0.2324	29.1
9	Drew Rasmussen	0.3018	0.2462	28.3
10	Noah Cameron	0.2965	0.2407	27.1

The BAT

Rank	Player	Proj	Actual	Error
1	Yoshinobu Yamamoto	0.2963	0.2432	37.2
2	Dylan Cease	0.2791	0.3195	28.3
3	Noah Cameron	0.2881	0.2407	27.1
4	Sonny Gray	0.2927	0.3292	26.5
5	Jacob deGrom	0.2666	0.2297	25.6
6	Jeffrey Springs	0.2893	0.2551	25.3
7	Brayan Bello	0.3032	0.2684	25.3
8	Justin Verlander	0.2690	0.3082	25.1
9	Sean Newcomb	0.2786	0.3436	24.9
10	Dennis Santana	0.3002	0.2108	24.5

ZiPS

Rank	Player	Proj	Actual	Error
1	Sonny Gray	0.2865	0.3292	33.5
2	Jacob deGrom	0.2807	0.2297	33.0
3	Jesús Luzardo	0.2842	0.3240	31.5
4	Noah Cameron	0.2945	0.2407	28.9
5	Bryan Woo	0.2789	0.2377	28.9
6	Dylan Cease	0.2837	0.3195	27.1
7	Germán Márquez	0.2927	0.3364	26.9
8	Jameson Taillon	0.2850	0.2324	26.4
9	Jeffrey Springs	0.2938	0.2551	26.4
10	Kevin Gausman	0.2949	0.2617	24.4

Most Unique Misses for BABIP

Players where this system’s error exceeded Aggregate’s error by the largest margin.

ATC

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	José Soriano	0.2856	0.2933	0.3061	18.0	11.3	6.7
2	Framber Valdez	0.2873	0.2933	0.2971	11.4	5.3	6.1
3	Shane Baz	0.2748	0.2812	0.3028	23.0	17.3	5.7
4	Stephen Kolek	0.3119	0.2987	0.2641	20.0	14.7	5.3
5	Noah Cameron	0.3078	0.2982	0.2407	34.9	30.4	4.5
6	Chris Paddack	0.3074	0.2993	0.2772	17.3	12.9	4.4
7	Michael Lorenzen	0.2807	0.2861	0.3032	16.3	12.0	4.3
8	Jack Leiter	0.2925	0.2845	0.2672	13.5	9.4	4.1
9	Caleb Ferguson	0.3192	0.3032	0.2751	10.7	6.8	3.9
10	Ryan Rolison	0.2881	0.3066	0.3212	7.2	3.3	3.9

Depth Charts

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Adrian Houser	0.2830	0.2955	0.3027	12.4	5.2	7.2
2	Jake Woodford	0.2881	0.3202	0.3281	7.5	1.8	5.7
3	Ryan Pepiot	0.2843	0.2750	0.2578	15.2	9.8	5.3
4	Emmet Sheehan	0.2881	0.2692	0.2456	11.1	6.1	5.1
5	Antonio Senzatela	0.3095	0.3160	0.3632	35.8	30.9	4.9
6	Bryan Woo	0.2818	0.2740	0.2377	29.2	24.5	4.7
7	Paul Skenes	0.2959	0.2887	0.2729	13.8	9.5	4.2
8	Will Warren	0.2935	0.2976	0.3029	9.6	5.8	3.9
9	Ryan Rolison	0.2881	0.3066	0.3212	7.2	3.3	3.8
10	Jacob deGrom	0.2847	0.2777	0.2297	34.0	30.3	3.7

Marcel

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Michael Lorenzen	0.2619	0.2861	0.3032	26.6	12.0	14.6
2	Shane Baz	0.2628	0.2812	0.3028	30.3	17.3	13.0
3	Germán Márquez	0.2873	0.3068	0.3364	30.6	19.2	11.4
4	Jack Leiter	0.3010	0.2845	0.2672	20.1	9.4	10.7
5	Jacob deGrom	0.2934	0.2777	0.2297	40.9	30.3	10.6
6	Hunter Brown	0.3097	0.2955	0.2624	32.5	22.1	10.4
7	Patrick Corbin	0.3239	0.3098	0.3063	9.9	0.4	9.5
8	Stephen Kolek	0.3191	0.2987	0.2641	24.1	14.7	9.5
9	Chris Paddack	0.3131	0.2993	0.2772	22.3	12.9	9.4
10	José Soriano	0.2810	0.2933	0.3061	20.1	11.3	8.8

OOPSY

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Brayan Bello	0.3167	0.3068	0.2684	34.2	24.9	9.3
2	Garrett Crochet	0.3045	0.2986	0.2901	12.2	4.6	7.6
3	Walker Buehler	0.3100	0.3007	0.2850	14.5	7.3	7.2
4	Chad Patrick	0.2658	0.2829	0.3135	23.7	16.8	6.9
5	Andre Pallante	0.3040	0.2989	0.2946	7.2	1.1	6.1
6	Zac Gallen	0.2987	0.2951	0.2700	23.8	18.1	5.7
7	Seth Lugo	0.3021	0.2970	0.2663	22.3	17.0	5.2
8	Kris Bubic	0.3101	0.3027	0.2949	7.5	2.4	5.1
9	Ben Casparius	0.2690	0.2875	0.3043	11.6	6.5	5.0
10	Merrill Kelly	0.2948	0.2916	0.2638	23.7	18.7	5.0

Razzball

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Eric Lauer	0.3838	0.3050	0.2669	48.2	15.0	33.1
2	Quinn Priester	0.3602	0.3176	0.2841	47.2	20.0	27.2
3	Dan Altavilla	0.4466	0.3153	0.1974	29.5	13.8	15.6
4	Jason Alexander	0.3432	0.3078	0.2863	17.8	6.3	11.6
5	Kolby Allard	0.3429	0.3024	0.2892	13.3	2.8	10.5
6	Carson Fulmer	0.3978	0.3148	0.2469	18.1	8.0	10.1
7	Patrick Corbin	0.3234	0.3098	0.3063	8.8	0.4	8.4
8	Jake Woodford	0.3912	0.3202	0.3281	10.1	1.8	8.3
9	AJ Blubaugh	0.3750	0.3099	0.1528	27.1	19.1	8.0
10	Brad Keller	0.3287	0.3017	0.2426	22.7	15.5	7.2

Steamer

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	MacKenzie Gore	0.2884	0.2967	0.3251	29.8	21.3	8.5
2	Max Fried	0.3020	0.2872	0.2793	12.5	4.1	8.4
3	Patrick Corbin	0.3011	0.3098	0.3063	8.2	0.4	7.8
4	Sandy Alcantara	0.3044	0.2922	0.2777	14.6	8.7	5.9
5	Bryan Woo	0.2863	0.2740	0.2377	30.4	24.5	5.9
6	Ryan Pepiot	0.2878	0.2750	0.2578	15.6	9.8	5.8
7	Merrill Kelly	0.3031	0.2916	0.2638	24.1	18.7	5.4
8	Yusei Kikuchi	0.2947	0.2971	0.3139	20.3	15.1	5.2
9	Jake Woodford	0.2956	0.3202	0.3281	6.7	1.8	4.9
10	Tyler Holton	0.2914	0.2714	0.2315	16.5	11.6	4.9

The BAT

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Mitch Keller	0.3145	0.3015	0.2901	19.3	6.4	12.8
2	Yoshinobu Yamamoto	0.2963	0.2879	0.2432	37.2	28.6	8.6
3	Nick Lodolo	0.3045	0.2977	0.2762	19.0	12.0	7.0
4	Emmet Sheehan	0.2881	0.2692	0.2456	12.8	6.1	6.7
5	Robbie Ray	0.2872	0.2831	0.2681	15.5	9.2	6.3
6	Mitchell Parker	0.2953	0.2910	0.2860	7.7	1.6	6.1
7	Justin Verlander	0.2690	0.2818	0.3082	25.1	19.3	5.7
8	Davis Martin	0.2994	0.2944	0.2742	15.9	10.5	5.5
9	Sean Newcomb	0.2786	0.2954	0.3436	24.9	20.0	4.9
10	Cade Horton	0.2881	0.2823	0.2576	15.2	10.4	4.7

ZiPS

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Framber Valdez	0.2799	0.2933	0.2971	15.2	5.3	9.9
2	Garrett Crochet	0.3082	0.2986	0.2901	13.3	4.6	8.6
3	Germán Márquez	0.2927	0.3068	0.3364	26.9	19.2	7.7
4	Logan Webb	0.2920	0.3011	0.3463	48.0	41.1	6.9
5	Will Warren	0.2870	0.2976	0.3029	12.6	5.8	6.8
6	Antonio Senzatela	0.3042	0.3160	0.3632	37.6	30.9	6.7
7	Kyle Hendricks	0.3017	0.2937	0.2795	14.2	7.9	6.3
8	Lucas Giolito	0.3024	0.2933	0.2727	17.1	10.9	6.2
9	Jake Woodford	0.2826	0.3202	0.3281	8.0	1.8	6.2
10	Adrian Houser	0.2829	0.2955	0.3027	11.2	5.2	6.0

Single Rate

Individual Misses for Single Rate

ATC

Rank	Player	Proj	Actual	Error
1	Jason Alexander	0.2182	0.2159	70.5
2	Juan Mejia	0.2182	0.1987	59.2
3	Cole Henry	0.2182	0.2014	54.1
4	Cade Gibson	0.2182	0.1975	52.5
5	Brandon Walter	0.2182	0.1888	50.2
6	Cole Winn	0.2182	0.1165	50.1
7	Luis Morales	0.2182	0.1783	49.2
8	Isaac Mattson	0.2182	0.1875	47.2
9	Braydon Fisher	0.2182	0.1930	47.0
10	Troy Melton	0.2182	0.1653	46.9

Aggregate

Rank	Player	Proj	Actual	Error
1	Jesús Luzardo	0.2851	0.2532	30.8
2	Ryne Nelson	0.2938	0.1718	30.6
3	Jack Kochanowicz	0.2981	0.2825	29.2
4	Cade Povich	0.2860	0.2718	28.5
5	Sonny Gray	0.2925	0.2572	28.0
6	Brady Singer	0.3039	0.1935	27.1
7	Quinn Priester	0.3176	0.2036	27.0
8	Carlos Rodón	0.2787	0.1722	26.8
9	Ben Brown	0.2858	0.2694	26.5
10	Nick Martinez	0.2944	0.1831	26.5

Depth Charts

Rank	Player	Proj	Actual	Error
1	Cade Horton	0.2182	0.2030	105.2
2	Eric Lauer	0.2182	0.1815	103.4
3	Emmet Sheehan	0.2182	0.1754	72.4
4	Jason Alexander	0.2182	0.2159	70.0
5	Cade Gibson	0.2182	0.1975	52.1
6	Brandon Walter	0.2182	0.1888	49.9
7	Cole Winn	0.2182	0.1165	49.8
8	Luis Morales	0.2182	0.1783	48.9
9	Isaac Mattson	0.2182	0.1875	46.9
10	Troy Melton	0.2182	0.1653	46.6

Marcel

Rank	Player	Proj	Actual	Error
1	Jesús Luzardo	0.2089	0.2532	34.1
2	Sonny Gray	0.2131	0.2572	33.8
3	Jack Kochanowicz	0.2191	0.2825	32.8
4	Cade Povich	0.2069	0.2718	32.1
5	Zack Littell	0.2294	0.1877	31.1
6	Carlos Rodón	0.2123	0.1722	31.0
7	Jeffrey Springs	0.2240	0.1816	29.7
8	Paul Skenes	0.2281	0.1878	29.0
9	Shota Imanaga	0.2168	0.1658	28.5
10	Chris Paddack	0.2458	0.2033	28.0

OOPSY

Rank	Player	Proj	Actual	Error
1	Tomoyuki Sugano	0.2182	0.2358	133.7
2	Lance McCullers Jr.	0.2182	0.2420	52.5
3	Roki Sasaki	0.2182	0.1765	41.4
4	Brandon Waddell	0.2182	0.1458	38.6
5	Chase Burns	0.2182	0.2300	38.3
6	Antonio Senzatela	0.0000	0.2735	35.8
7	Shinnosuke Ogasawara	0.2182	0.2281	35.6
8	Jack Kochanowicz	0.0000	0.2825	34.2
9	Carlos Rodón	0.0000	0.1722	34.2
10	Logan Webb	0.0000	0.2544	33.2

Razzball

Rank	Player	Proj	Actual	Error
1	Cade Horton	0.2182	0.2030	101.4
2	Emmet Sheehan	0.2182	0.1754	70.0
3	Lake Bachar	0.2182	0.1854	68.2
4	Carlos Vargas	0.2182	0.2447	56.7
5	Cam Schlittler	0.2182	0.2386	53.9
6	Mason Fluharty	0.2182	0.1732	52.2
7	Hunter Dobbins	0.2182	0.2151	51.4
8	Joe Ross	0.2182	0.1938	50.7
9	Cade Gibson	0.2182	0.1975	50.3
10	Chase Shugart	0.2182	0.1429	49.4

Steamer

Rank	Player	Proj	Actual	Error
1	Chase Burns	0.2182	0.2300	38.6
2	Shinnosuke Ogasawara	0.2182	0.2281	35.9
3	Carlos Rodón	0.0000	0.1722	35.4
4	Antonio Senzatela	0.0000	0.2735	34.8
5	Jack Kochanowicz	0.0000	0.2825	33.5
6	Logan Webb	0.0000	0.2544	31.9
7	Sonny Gray	0.0000	0.2572	30.2
8	Shota Imanaga	0.0000	0.1658	29.1
9	Ryne Nelson	0.0000	0.1718	28.1
10	Hunter Greene	0.0000	0.1510	27.8

The BAT

Rank	Player	Proj	Actual	Error
1	Quinn Priester	0.2182	0.2036	129.9
2	Shane Smith	0.2182	0.1927	129.3
3	Noah Cameron	0.2182	0.1905	117.9
4	Slade Cecconi	0.2182	0.1910	115.3
5	Matthew Liberatore	0.2182	0.2268	113.9
6	Dustin May	0.2182	0.2258	103.2
7	Brad Lord	0.2182	0.2240	97.5
8	Cade Horton	0.2182	0.2030	95.0
9	Eric Lauer	0.2182	0.1815	94.2
10	Trevor Rogers	0.2182	0.1873	91.1

ZiPS

Rank	Player	Proj	Actual	Error
1	Brandon Walter	0.2182	0.1888	51.8
2	Luis Morales	0.2182	0.1783	50.8
3	José Fermin	0.2182	0.1728	39.6
4	Brandon Waddell	0.2182	0.1458	38.5
5	Chase Burns	0.2182	0.2300	38.2
6	Antonio Senzatela	0.0000	0.2735	36.0
7	Shinnosuke Ogasawara	0.2182	0.2281	35.5
8	Jack Kochanowicz	0.0000	0.2825	34.5
9	Carlos Rodón	0.0000	0.1722	33.9
10	Logan Webb	0.0000	0.2544	33.6

Most Unique Misses for Single Rate

Players where this system’s error exceeded Aggregate’s error by the largest margin.

ATC

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Jason Alexander	0.2182	0.3078	0.2159	70.5	6.5	64.0
2	Cole Henry	0.2182	0.2854	0.2014	54.1	2.7	51.3
3	Juan Mejia	0.2182	0.3111	0.1987	59.2	10.4	48.9
4	Cade Gibson	0.2182	0.3036	0.1975	52.5	7.7	44.8
5	Braydon Fisher	0.2182	0.2834	0.1930	47.0	3.6	43.4
6	Isaac Mattson	0.2182	0.2886	0.1875	47.2	5.6	41.5
7	Luis Morales	0.2182	0.2907	0.1783	49.2	7.9	41.3
8	David Morgan	0.2182	0.2845	0.2105	41.5	0.3	41.3
9	Brandon Walter	0.2182	0.3187	0.1888	50.2	12.2	38.1
10	Troy Melton	0.2182	0.2887	0.1653	46.9	9.2	37.7

Depth Charts

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Cade Horton	0.2182	0.2823	0.2030	105.2	3.2	102.1
2	Eric Lauer	0.2182	0.3050	0.1815	103.4	21.7	81.7
3	Emmet Sheehan	0.2182	0.2692	0.1754	72.4	6.2	66.2
4	Jason Alexander	0.2182	0.3078	0.2159	70.0	6.5	63.5
5	Cade Gibson	0.2182	0.3036	0.1975	52.1	7.7	44.4
6	Isaac Mattson	0.2182	0.2886	0.1875	46.9	5.6	41.2
7	Luis Morales	0.2182	0.2907	0.1783	48.9	7.9	41.0
8	David Morgan	0.2182	0.2845	0.2105	41.2	0.3	40.9
9	Matt Festa	0.2182	0.2814	0.2260	44.8	3.9	40.9
10	Brandon Walter	0.2182	0.3187	0.1888	49.9	12.2	37.7

Marcel

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Hunter Brown	0.2482	0.2955	0.2104	27.0	9.1	17.9
2	Max Fried	0.2398	0.2872	0.2179	17.0	2.6	14.4
3	Chris Paddack	0.2458	0.2993	0.2033	28.0	15.7	12.3
4	Stephen Kolek	0.2482	0.2987	0.2196	12.9	3.0	9.8
5	Michael Lorenzen	0.1984	0.2861	0.2200	13.6	3.9	9.6
6	Germán Márquez	0.2099	0.3068	0.2297	12.1	2.7	9.4
7	Logan Gilbert	0.1872	0.2766	0.2072	11.1	1.7	9.4
8	Kyle Leahy	0.1986	0.2950	0.2369	14.2	5.3	8.9
9	Max Meyer	0.1969	0.2979	0.2623	18.9	10.5	8.3
10	Paul Skenes	0.2281	0.2887	0.1878	29.0	20.8	8.2

OOPSY

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Tomoyuki Sugano	0.2182	0.2948	0.2358	133.7	9.2	124.5
2	Lance McCullers Jr.	0.2182	0.2936	0.2420	52.5	5.7	46.8
3	Roki Sasaki	0.2182	0.2883	0.1765	41.4	6.3	35.1
4	Shinnosuke Ogasawara	0.2182	0.3239	0.2281	35.6	4.0	31.6
5	Brandon Waddell	0.2182	0.2916	0.1458	38.6	9.8	28.8
6	Chase Burns	0.2182	0.2182	0.2300	38.3	15.9	22.4
7	Dietrich Enns	0.2182	0.2925	0.2769	31.4	11.4	20.0
8	Antonio Senzatela	0.0000	0.3160	0.2735	35.8	18.6	17.2
9	Kyle Freeland	0.0000	0.3102	0.2543	27.5	11.9	15.6
10	Yaramil Hiraldo	0.2182	0.2182	0.2000	19.6	4.6	15.1

Razzball

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Cade Horton	0.2182	0.2823	0.2030	101.4	3.2	98.2
2	Emmet Sheehan	0.2182	0.2692	0.1754	70.0	6.2	63.8
3	Lake Bachar	0.2182	0.2914	0.1854	68.2	9.9	58.4
4	Hunter Dobbins	0.2182	0.2978	0.2151	51.4	2.6	48.8
5	Carlos Vargas	0.2182	0.2891	0.2447	56.7	9.3	47.4
6	Cam Schlittler	0.2182	0.2863	0.2386	53.9	7.6	46.3
7	Joe Ross	0.2182	0.2939	0.1938	50.7	6.3	44.4
8	Mason Fluharty	0.2182	0.2854	0.1732	52.2	8.5	43.7
9	Cade Gibson	0.2182	0.3036	0.1975	50.3	7.7	42.5
10	Braydon Fisher	0.2182	0.2834	0.1930	45.0	3.6	41.4

Steamer

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Shinnosuke Ogasawara	0.2182	0.3239	0.2281	35.9	4.0	31.8
2	Chase Burns	0.2182	0.2182	0.2300	38.6	15.9	22.7
3	Antonio Senzatela	0.0000	0.3160	0.2735	34.8	18.6	16.3
4	Yaramil Hiraldo	0.2182	0.2182	0.2000	19.8	4.6	15.2
5	Kyle Freeland	0.0000	0.3102	0.2543	26.4	11.9	14.5
6	Bryan Woo	0.0000	0.2740	0.1820	25.7	14.2	11.5
7	Freddy Peralta	0.0000	0.2755	0.1891	20.2	10.0	10.2
8	Ryan Pepiot	0.0000	0.2750	0.1862	21.0	11.1	10.0
9	Logan Webb	0.0000	0.3011	0.2544	31.9	22.2	9.8
10	Patrick Corbin	0.0000	0.3098	0.2341	11.3	2.0	9.2

The BAT

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Shane Smith	0.2182	0.2937	0.1927	129.3	17.5	111.8
2	Matthew Liberatore	0.2182	0.2921	0.2268	113.9	4.7	109.2
3	Quinn Priester	0.2182	0.3176	0.2036	129.9	27.0	102.9
4	Slade Cecconi	0.2182	0.2904	0.1910	115.3	14.6	100.7
5	Noah Cameron	0.2182	0.2982	0.1905	117.9	19.5	98.4
6	Brad Lord	0.2182	0.2943	0.2240	97.5	1.2	96.3
7	Dustin May	0.2182	0.2820	0.2258	103.2	9.5	93.7
8	Cade Horton	0.2182	0.2823	0.2030	95.0	3.2	91.8
9	Taijuan Walker	0.2182	0.2891	0.2338	90.8	9.3	81.5
10	Stephen Kolek	0.2182	0.2987	0.2196	84.3	3.0	81.3

ZiPS

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Luis Morales	0.2182	0.2907	0.1783	50.8	7.9	42.8
2	Brandon Walter	0.2182	0.3187	0.1888	51.8	12.2	39.7
3	José Fermin	0.2182	0.2872	0.1728	39.6	6.4	33.2
4	Shinnosuke Ogasawara	0.2182	0.3239	0.2281	35.5	4.0	31.5
5	Brandon Waddell	0.2182	0.2916	0.1458	38.5	9.8	28.7
6	Thomas Hatch	0.2182	0.3026	0.2453	28.6	2.3	26.3
7	McCade Brown	0.2182	0.3127	0.2400	24.4	0.0	24.3
8	Mitch Farris	0.2182	0.2811	0.1940	25.6	1.6	24.1
9	Chase Burns	0.2182	0.2182	0.2300	38.2	15.9	22.4
10	Antonio Senzatela	0.0000	0.3160	0.2735	36.0	18.6	17.5

Double Rate

Everybody Missed for Double Rate

Player	Actual	ATC	Aggregate	Depth Charts	Marcel	OOPSY	Razzball	Steamer	The BAT	ZiPS
Brandon Pfaadt	0.0936	0.0000 (24.6)	0.0000 (22.3)	0.0000 (24.9)	0.0686 (20.4)	0.0000 (22.7)	0.0000 (26.8)	0.0000 (22.4)	0.0000 (29.8)	0.0000 (22.8)
Justin Verlander	0.0909	0.0000 (19.4)	0.0000 (17.5)	0.0000 (19.8)	0.0581 (22.8)	0.0000 (17.9)	0.0000 (21.4)	0.0000 (17.6)	0.0000 (24.0)	0.0000 (17.9)
Nick Martinez	0.0885	0.0000 (18.4)	0.0000 (16.4)	0.0000 (18.8)	0.0652 (17.0)	0.0000 (16.8)	0.0000 (20.4)	0.0000 (16.5)	0.0000 (23.1)	0.0000 (16.9)
Logan Webb	0.0866	0.0000 (21.4)	0.0000 (18.9)	0.0000 (21.8)	0.0608 (23.4)	0.0000 (19.4)	0.0000 (23.9)	0.0000 (19.0)	0.0000 (27.3)	0.0000 (19.5)
Dylan Cease	0.0902	0.0000 (20.7)	0.0000 (18.6)	0.0000 (21.1)	0.0696 (16.0)	0.0000 (19.0)	0.0000 (22.8)	0.0000 (18.7)	0.0000 (25.7)	0.0000 (19.1)

Individual Misses for Double Rate

ATC

Rank	Player	Proj	Actual	Error
1	Drew Pomeranz	0.0647	0.0165	22.3
2	Jason Alexander	0.0647	0.0617	21.7
3	Kirby Yates	0.0000	0.1717	19.6
4	Cade Smith	0.0000	0.1243	18.8
5	Germán Márquez	0.0000	0.0928	18.5
6	Luis Morales	0.0647	0.0388	17.4
7	JP Sears	0.0000	0.0914	17.4
8	Nolan McLean	0.0647	0.0367	16.8
9	Troy Melton	0.0647	0.0331	16.8
10	Cole Henry	0.0647	0.0576	16.6

Aggregate

Rank	Player	Actual	Error
1	Kirby Yates	0.1717	19.1
2	Cade Smith	0.1243	17.9
3	Drew Rasmussen	0.0352	17.2
4	Germán Márquez	0.0928	16.7
5	Nick Pivetta	0.0417	16.5
6	JP Sears	0.0914	15.6
7	Trevor Rogers	0.0283	15.3
8	Tomoyuki Sugano	0.0427	14.8
9	Hunter Brown	0.0452	14.1
10	Robbie Ray	0.0830	13.9

Depth Charts

Rank	Player	Proj	Actual	Error
1	Cade Horton	0.0647	0.0515	35.3
2	Drew Pomeranz	0.0647	0.0165	22.2
3	Jason Alexander	0.0647	0.0617	21.5
4	Eric Lauer	0.0647	0.0783	20.2
5	Kirby Yates	0.0000	0.1717	19.7
6	Emmet Sheehan	0.0647	0.0585	19.6
7	Matt Festa	0.0647	0.0411	19.1
8	Cade Smith	0.0000	0.1243	19.0
9	Germán Márquez	0.0000	0.0928	18.8
10	JP Sears	0.0000	0.0914	17.7

Marcel

Rank	Player	Proj	Actual	Error
1	Shane Baz	0.0511	0.0826	23.5
2	Trevor Rogers	0.0842	0.0283	23.0
3	Tanner Bibee	0.0780	0.0472	22.3
4	Nick Pivetta	0.0720	0.0417	20.8
5	Kirby Yates	0.0567	0.1717	20.7
6	Paul Skenes	0.0563	0.0808	19.1
7	Yoshinobu Yamamoto	0.0775	0.0491	18.3
8	Brayan Bello	0.0727	0.0471	16.8
9	Jacob deGrom	0.0719	0.0455	16.6
10	Robbie Ray	0.0635	0.0830	15.9

OOPSY

Rank	Player	Proj	Actual	Error
1	Tomoyuki Sugano	0.0647	0.0427	58.0
2	Kirby Yates	0.0000	0.1717	19.2
3	Cade Smith	0.0000	0.1243	18.1
4	Germán Márquez	0.0000	0.0928	17.1
5	Drew Rasmussen	0.0000	0.0352	16.8
6	Nick Pivetta	0.0000	0.0417	16.0
7	JP Sears	0.0000	0.0914	16.0
8	Trevor Rogers	0.0000	0.0283	15.1
9	Dietrich Enns	0.0647	0.0538	15.0
10	Robbie Ray	0.0000	0.0830	14.4

Razzball

Rank	Player	Proj	Actual	Error
1	Cade Horton	0.0647	0.0515	34.2
2	Carlos Vargas	0.0647	0.0506	24.1
3	Cam Schlittler	0.0647	0.0455	23.7
4	Drew Pomeranz	0.0647	0.0165	21.7
5	Lake Bachar	0.0647	0.0506	21.5
6	Germán Márquez	0.0000	0.0928	20.2
7	Kirby Yates	0.0000	0.1717	20.1
8	Cade Smith	0.0000	0.1243	19.7
9	JP Sears	0.0000	0.0914	19.1
10	Emmet Sheehan	0.0647	0.0585	18.9

Steamer

Rank	Player	Actual	Error
1	Kirby Yates	0.1717	19.1
2	Cade Smith	0.1243	18.0
3	Drew Rasmussen	0.0352	17.1
4	Germán Márquez	0.0928	16.8
5	Nick Pivetta	0.0417	16.4
6	JP Sears	0.0914	15.7
7	Trevor Rogers	0.0283	15.3
8	Tomoyuki Sugano	0.0427	14.6
9	Robbie Ray	0.0830	14.0
10	Andrew Heaney	0.0904	14.0

The BAT

Rank	Player	Proj	Actual	Error
1	Noah Cameron	0.0647	0.0450	41.4
2	Trevor Rogers	0.0647	0.0283	38.5
3	Stephen Kolek	0.0647	0.0386	37.2
4	Dustin May	0.0647	0.0565	36.7
5	Shane Smith	0.0647	0.0599	36.6
6	Taijuan Walker	0.0647	0.0519	36.3
7	Brad Lord	0.0647	0.0587	33.1
8	Matthew Liberatore	0.0647	0.0691	32.6
9	Cade Horton	0.0647	0.0515	32.3
10	Chase Dollander	0.0647	0.0490	31.1

ZiPS

Rank	Player	Proj	Actual	Error
1	Kirby Yates	0.0000	0.1717	19.2
2	Cade Smith	0.0000	0.1243	18.1
3	Luis Morales	0.0647	0.0388	17.9
4	Germán Márquez	0.0000	0.0928	17.1
5	Drew Rasmussen	0.0000	0.0352	16.7
6	JP Sears	0.0000	0.0914	16.1
7	Nick Pivetta	0.0000	0.0417	16.0
8	Brandon Walter	0.0647	0.0559	15.4
9	Trevor Rogers	0.0000	0.0283	15.0
10	Robbie Ray	0.0000	0.0830	14.5

Most Unique Misses for Double Rate

Players where this system’s error exceeded Aggregate’s error by the largest margin.

ATC

Rank	Player	Proj	Actual	Error	Agg Err	Unique
1	Jason Alexander	0.0647	0.0617	21.7	1.0	20.7
2	Cole Henry	0.0647	0.0576	16.6	1.7	14.9
3	Cade Gibson	0.0647	0.0573	15.8	1.7	14.2
4	Brandon Walter	0.0647	0.0559	14.9	1.8	13.1
5	Drew Pomeranz	0.0647	0.0165	22.3	9.7	12.5
6	Braydon Fisher	0.0647	0.0526	14.9	2.4	12.5
7	Luis Morales	0.0647	0.0388	17.4	5.1	12.3
8	Isaac Mattson	0.0647	0.0547	14.2	2.0	12.2
9	Ryan Rolison	0.0647	0.0438	15.9	4.0	11.9
10	David Morgan	0.0647	0.0526	14.2	2.3	11.9

Depth Charts

Rank	Player	Proj	Actual	Error	Agg Err	Unique
1	Cade Horton	0.0647	0.0515	35.3	6.2	29.1
2	Jason Alexander	0.0647	0.0617	21.5	1.0	20.6
3	Emmet Sheehan	0.0647	0.0585	19.6	1.8	17.8
4	Eric Lauer	0.0647	0.0783	20.2	5.9	14.4
5	Cade Gibson	0.0647	0.0573	15.7	1.7	14.1
6	Matt Festa	0.0647	0.0411	19.1	5.3	13.8
7	Brandon Walter	0.0647	0.0559	14.8	1.8	13.0
8	Drew Pomeranz	0.0647	0.0165	22.2	9.7	12.4
9	Luis Morales	0.0647	0.0388	17.3	5.1	12.2
10	Isaac Mattson	0.0647	0.0547	14.1	2.0	12.1

Marcel

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Shane Baz	0.0511	0.0000	0.0826	23.5	12.8	10.7
2	Tanner Bibee	0.0780	0.0000	0.0472	22.3	13.3	9.0
3	Chase Burns	0.0647	0.0647	0.1200	10.7	1.7	9.0
4	Yoshinobu Yamamoto	0.0775	0.0000	0.0491	18.3	10.5	7.8
5	Kevin Gausman	0.0798	0.0000	0.0664	9.2	1.4	7.7
6	Trevor Rogers	0.0842	0.0000	0.0283	23.0	15.3	7.7
7	Logan Allen	0.0802	0.0000	0.0662	8.4	1.1	7.2
8	Paul Skenes	0.0563	0.0000	0.0808	19.1	11.9	7.2
9	Ryne Nelson	0.0776	0.0000	0.0588	10.7	3.5	7.1
10	Kyle Hendricks	0.0568	0.0000	0.0728	12.2	5.8	6.5

OOPSY

Rank	Player	Proj	Actual	Error	Agg Err	Unique
1	Tomoyuki Sugano	0.0647	0.0427	58.0	14.8	43.3
2	Dietrich Enns	0.0647	0.0538	15.0	2.1	12.8
3	Lance McCullers Jr.	0.0647	0.0764	14.3	3.3	11.0
4	Roki Sasaki	0.0647	0.0490	12.8	2.5	10.3
5	Shinnosuke Ogasawara	0.0647	0.0702	10.1	1.0	9.1
6	Ryan Johnson	0.0647	0.0213	7.7	3.1	4.6
7	Logan Webb	0.0000	0.0866	19.4	18.9	0.5
8	Zac Gallen	0.0000	0.0689	4.0	3.5	0.5
9	Cristopher Sánchez	0.0000	0.0657	1.4	0.9	0.5
10	Jake Irvin	0.0000	0.0682	3.4	2.9	0.5

Razzball

Rank	Player	Proj	Actual	Error	Agg Err	Unique
1	Cade Horton	0.0647	0.0515	34.2	6.2	28.0
2	Carlos Vargas	0.0647	0.0506	24.1	4.6	19.5
3	Cam Schlittler	0.0647	0.0455	23.7	5.8	17.9
4	Lake Bachar	0.0647	0.0506	21.5	4.1	17.4
5	Emmet Sheehan	0.0647	0.0585	18.9	1.8	17.1
6	Angel Chivilli	0.0647	0.0632	16.6	0.4	16.2
7	Cade Gibson	0.0647	0.0573	15.2	1.7	13.5
8	Matt Festa	0.0647	0.0411	18.6	5.3	13.3
9	Mason Fluharty	0.0647	0.0630	13.0	0.3	12.6
10	Drew Pomeranz	0.0647	0.0165	21.7	9.7	11.9

Steamer

Rank	Player	Proj	Actual	Error	Agg Err	Unique
1	Grant Taylor	0.0647	0.0568	11.3	1.2	10.1
2	Shinnosuke Ogasawara	0.0647	0.0702	10.2	1.0	9.2
3	Ryan Johnson	0.0647	0.0213	7.8	3.1	4.6
4	Logan Webb	0.0000	0.0866	19.0	18.9	0.1
5	Zac Gallen	0.0000	0.0689	3.7	3.5	0.1
6	Cristopher Sánchez	0.0000	0.0657	1.0	0.9	0.1
7	Jake Irvin	0.0000	0.0682	3.0	2.9	0.1
8	Kevin Gausman	0.0000	0.0664	1.6	1.4	0.1
9	Yusei Kikuchi	0.0000	0.0704	4.7	4.5	0.1
10	Brandon Pfaadt	0.0000	0.0936	22.4	22.3	0.1

The BAT

Rank	Player	Proj	Actual	Error	Agg Err	Unique
1	Shane Smith	0.0647	0.0599	36.6	2.9	33.8
2	Dustin May	0.0647	0.0565	36.7	4.7	32.0
3	Noah Cameron	0.0647	0.0450	41.4	10.9	30.5
4	Brad Lord	0.0647	0.0587	33.1	3.2	29.9
5	Matthew Liberatore	0.0647	0.0691	32.6	3.0	29.6
6	Taijuan Walker	0.0647	0.0519	36.3	6.8	29.5
7	Cade Horton	0.0647	0.0515	32.3	6.2	26.1
8	Ben Brown	0.0647	0.0640	26.1	0.3	25.9
9	Stephen Kolek	0.0647	0.0386	37.2	12.0	25.3
10	Chase Dollander	0.0647	0.0490	31.1	6.9	24.2

ZiPS

Rank	Player	Proj	Actual	Error	Agg Err	Unique
1	Brandon Walter	0.0647	0.0559	15.4	1.8	13.6
2	Luis Morales	0.0647	0.0388	17.9	5.1	12.7
3	Grant Taylor	0.0647	0.0568	11.3	1.2	10.0
4	José Fermin	0.0647	0.0370	13.9	4.2	9.7
5	Thomas Hatch	0.0647	0.0660	9.5	0.2	9.3
6	Shinnosuke Ogasawara	0.0647	0.0702	10.1	1.0	9.1
7	Connelly Early	0.0647	0.0222	8.4	3.3	5.1
8	Mitch Farris	0.0647	0.0746	5.8	1.1	4.7
9	Ryan Johnson	0.0647	0.0213	7.7	3.1	4.6
10	Didier Fuentes	0.0647	0.0465	5.7	1.2	4.4

Triple Rate

Everybody Missed for Triple Rate

Player	Actual	ATC	Aggregate	Depth Charts	Marcel	OOPSY	Razzball	Steamer	The BAT	ZiPS
Joel Payamps	0.0513	0.0000 (5.4)	0.0000 (5.4)	0.0000 (5.4)	0.0061 (5.3)	0.0000 (5.4)	0.0000 (5.4)	0.0000 (5.4)	0.0000 (5.5)	0.0000 (5.4)
Kodai Senga	0.0198	0.0000 (7.1)	0.0000 (7.0)	0.0000 (7.2)	0.0050 (7.3)	0.0000 (7.1)	0.0000 (7.3)	0.0000 (7.0)	0.0000 (7.4)	0.0000 (7.1)
Max Fried	0.0130	0.0000 (6.5)	0.0000 (6.3)	0.0000 (6.5)	0.0024 (8.8)	0.0000 (6.3)	0.0000 (6.6)	0.0000 (6.3)	0.0000 (6.9)	0.0000 (6.3)
Victor Mederos	0.0625	0.0000 (4.7)	0.0000 (4.6)	0.0000 (4.7)	0.0000 (5.1)	0.0000 (4.6)	0.0000 (4.7)	0.0000 (4.6)	0.0000 (4.7)	0.0000 (4.6)
Spencer Bivens	0.0203	0.0000 (5.3)	0.0000 (5.2)	0.0000 (5.3)	0.0069 (4.7)	0.0000 (5.2)	0.0000 (5.3)	0.0000 (5.2)	0.0000 (5.5)	0.0000 (5.2)
Gordon Graceffo	0.0368	0.0000 (6.1)	0.0000 (6.1)	0.0000 (6.1)	0.0076 (5.7)	0.0000 (6.1)	0.0000 (6.2)	0.0000 (6.1)	0.0000 (6.2)	0.0000 (6.1)
Paul Blackburn	0.0328	0.0000 (4.9)	0.0000 (4.8)	0.0000 (4.9)	0.0065 (4.7)	0.0000 (4.8)	0.0000 (4.9)	0.0000 (4.8)	0.0000 (5.0)	0.0000 (4.8)
Brady Singer	0.0130	0.0000 (5.8)	0.0000 (5.6)	0.0000 (5.8)	0.0064 (5.0)	0.0000 (5.6)	0.0000 (5.9)	0.0000 (5.6)	0.0000 (6.2)	0.0000 (5.6)
Germán Márquez	0.0139	0.0000 (5.3)	0.0000 (5.1)	0.0000 (5.3)	0.0055 (5.2)	0.0000 (5.2)	0.0000 (5.4)	0.0000 (5.1)	0.0000 (5.6)	0.0000 (5.2)

Individual Misses for Triple Rate

ATC

Rank	Player	Actual	Error
1	Ryne Nelson	0.0212	10.0
2	Dustin May	0.0161	6.5
3	Cal Quantrill	0.0164	5.9
4	Michael Wacha	0.0114	4.6
5	Chris Sale	0.0137	4.5
6	Ryan Fernandez	0.0361	4.4
7	Cristopher Sánchez	0.0000	4.0
8	Ben Brown	0.0135	4.0
9	Carlos Rodón	0.0000	3.9
10	Cade Povich	0.0129	3.9

Aggregate

Rank	Player	Actual	Error
1	Ryne Nelson	0.0212	9.9
2	Dustin May	0.0161	6.4
3	Cal Quantrill	0.0164	5.7
4	Michael Wacha	0.0114	4.4
5	Chris Sale	0.0137	4.3
6	Ryan Fernandez	0.0361	4.3
7	Cristopher Sánchez	0.0000	4.2
8	Carlos Rodón	0.0000	4.1
9	Jesús Luzardo	0.0000	4.0
10	Ben Brown	0.0135	3.9

Depth Charts

Rank	Player	Actual	Error
1	Ryne Nelson	0.0212	10.0
2	Dustin May	0.0161	6.5
3	Cal Quantrill	0.0164	5.9
4	Michael Wacha	0.0114	4.6
5	Chris Sale	0.0137	4.5
6	Ryan Fernandez	0.0361	4.4
7	Ben Brown	0.0135	4.0
8	Cristopher Sánchez	0.0000	4.0
9	Cade Povich	0.0129	3.9
10	Carlos Rodón	0.0000	3.9

Marcel

Rank	Player	Proj	Actual	Error
1	Dustin May	0.0056	0.0161	6.4
2	Jack Leiter	0.0102	0.0000	6.4
3	Joe Ryan	0.0081	0.0000	5.3
4	Gavin Williams	0.0102	0.0024	5.2
5	Lake Bachar	0.0000	0.0169	5.1
6	Jesús Luzardo	0.0068	0.0000	4.9
7	Jack Flaherty	0.0100	0.0025	4.8
8	Mitch Keller	0.0106	0.0039	4.7
9	Yoshinobu Yamamoto	0.0070	0.0000	4.6
10	Michael Lorenzen	0.0026	0.0098	4.5

OOPSY

Rank	Player	Actual	Error
1	Ryne Nelson	0.0212	9.9
2	Dustin May	0.0161	6.4
3	Cal Quantrill	0.0164	5.8
4	Michael Wacha	0.0114	4.5
5	Chris Sale	0.0137	4.4
6	Ryan Fernandez	0.0361	4.3
7	Cristopher Sánchez	0.0000	4.2
8	Carlos Rodón	0.0000	4.1
9	Jesús Luzardo	0.0000	3.9
10	Ben Brown	0.0135	3.9

Razzball

Rank	Player	Actual	Error
1	Ryne Nelson	0.0212	10.2
2	Dustin May	0.0161	6.6
3	Cal Quantrill	0.0164	6.0
4	Michael Wacha	0.0114	4.8
5	Chris Sale	0.0137	4.6
6	Ryan Fernandez	0.0361	4.4
7	Ben Brown	0.0135	4.1
8	Cade Povich	0.0129	4.0
9	Daniel Palencia	0.0229	3.9
10	Joey Wentz	0.0136	3.9

Steamer

Rank	Player	Actual	Error
1	Ryne Nelson	0.0212	9.9
2	Dustin May	0.0161	6.4
3	Cal Quantrill	0.0164	5.7
4	Michael Wacha	0.0114	4.4
5	Chris Sale	0.0137	4.4
6	Ryan Fernandez	0.0361	4.3
7	Cristopher Sánchez	0.0000	4.2
8	Carlos Rodón	0.0000	4.1
9	Jesús Luzardo	0.0000	3.9
10	Ben Brown	0.0135	3.9

The BAT

Rank	Player	Proj	Actual	Error
1	Ryne Nelson	0.0000	0.0212	10.4
2	Cal Quantrill	0.0000	0.0164	6.1
3	Michael Wacha	0.0000	0.0114	5.0
4	Chad Patrick	0.0052	0.0000	4.9
5	Chris Sale	0.0000	0.0137	4.8
6	Ryan Fernandez	0.0000	0.0361	4.4
7	Cade Povich	0.0000	0.0129	4.2
8	Tanner Bibee	0.0000	0.0098	4.1
9	Joey Wentz	0.0000	0.0136	4.0
10	Mason Miller	0.0000	0.0208	3.8

ZiPS

Rank	Player	Actual	Error
1	Ryne Nelson	0.0212	9.9
2	Dustin May	0.0161	6.4
3	Cal Quantrill	0.0164	5.8
4	Michael Wacha	0.0114	4.5
5	Chris Sale	0.0137	4.4
6	Ryan Fernandez	0.0361	4.3
7	Cristopher Sánchez	0.0000	4.2
8	Carlos Rodón	0.0000	4.1
9	Ben Brown	0.0135	3.9
10	Jesús Luzardo	0.0000	3.9

Most Unique Misses for Triple Rate

Players where this system’s error exceeded Aggregate’s error by the largest margin.

ATC

Rank	Player	Proj	Error	Agg Err	Unique
1	Cole Henry	0.0052	2.5	1.3	1.2
2	Drew Pomeranz	0.0052	2.1	1.1	1.0
3	Braydon Fisher	0.0052	2.1	1.1	1.0
4	Isaac Mattson	0.0052	2.0	1.0	1.0
5	Caleb Boushley	0.0052	2.0	1.0	1.0
6	Nolan McLean	0.0052	1.9	1.0	0.9
7	Troy Melton	0.0052	1.8	0.9	0.9
8	Parker Messick	0.0052	1.7	0.9	0.8
9	Jack Perkins	0.0052	1.6	0.8	0.8
10	Grant Taylor	0.0052	1.6	0.8	0.8

Depth Charts

Rank	Player	Proj	Actual	Error	Agg Err	Unique
1	Cade Horton	0.0052	0.0030	3.4	1.0	2.4
2	Drew Pomeranz	0.0052	0.0000	2.1	1.1	1.0
3	Isaac Mattson	0.0052	0.0000	2.0	1.0	1.0
4	Nolan McLean	0.0052	0.0000	1.9	1.0	0.9
5	Troy Melton	0.0052	0.0000	1.8	0.9	0.9
6	Anthony DeSclafani	0.0052	0.0000	1.7	0.9	0.8
7	Parker Messick	0.0052	0.0000	1.7	0.9	0.8
8	Jack Perkins	0.0052	0.0000	1.6	0.8	0.8
9	Grant Taylor	0.0052	0.0000	1.6	0.8	0.8
10	José Fermin	0.0052	0.0000	1.5	0.8	0.8

Marcel

Rank	Player	Proj	Actual	Error	Agg Err	Unique
1	Brandon Pfaadt	0.0111	0.0055	4.0	0.2	3.8
2	Mitch Keller	0.0106	0.0039	4.7	1.0	3.7
3	Gavin Williams	0.0102	0.0024	5.2	2.0	3.2
4	Tarik Skubal	0.0097	0.0044	3.6	0.6	3.0
5	Jack Leiter	0.0102	0.0000	6.4	3.4	3.0
6	Jack Flaherty	0.0100	0.0025	4.8	1.9	3.0
7	Max Fried	0.0024	0.0130	8.8	6.3	2.6
8	Lucas Giolito	0.0097	0.0024	4.3	1.7	2.5
9	Chris Bassitt	0.0022	0.0062	3.2	0.7	2.5
10	Mike Burrows	0.0000	0.0078	3.3	1.0	2.2

OOPSY

Rank	Player	Proj	Actual	Error	Agg Err	Unique
1	Tomoyuki Sugano	0.0052	0.0061	2.9	0.6	2.3
2	Shinnosuke Ogasawara	0.0052	0.0000	1.8	0.9	0.9
3	Lance McCullers Jr.	0.0052	0.0064	1.1	0.3	0.8
4	Ryan Johnson	0.0052	0.0000	0.7	0.4	0.4
5	Luis F. Castillo	0.0052	0.0000	0.4	0.2	0.2
6	Dietrich Enns	0.0052	0.0077	0.5	0.5	0.0
7	Logan Webb	0.0000	0.0053	0.1	0.1	0.0
8	Zac Gallen	0.0000	0.0074	1.8	1.8	0.0
9	Framber Valdez	0.0000	0.0076	2.0	1.9	0.0
10	Max Fried	0.0000	0.0130	6.3	6.3	0.0

Razzball

Rank	Player	Proj	Actual	Error	Agg Err	Unique
1	Cade Horton	0.0052	0.0030	3.3	1.0	2.3
2	Carlos Vargas	0.0052	0.0042	1.9	0.3	1.6
3	Cam Schlittler	0.0052	0.0000	3.0	1.6	1.4
4	Angel Chivilli	0.0052	0.0000	2.7	1.4	1.3
5	Hunter Dobbins	0.0052	0.0054	1.2	0.0	1.1
6	Casey Legumina	0.0052	0.0000	2.2	1.1	1.0
7	Mason Fluharty	0.0052	0.0000	2.1	1.1	1.0
8	Drew Pomeranz	0.0052	0.0000	2.0	1.1	1.0
9	Braydon Fisher	0.0052	0.0000	2.0	1.1	1.0
10	Isaac Mattson	0.0052	0.0000	2.0	1.0	0.9

Steamer

Rank	Player	Proj	Actual	Error	Agg Err	Unique
1	Shinnosuke Ogasawara	0.0052	0.0000	1.8	0.9	0.9
2	Grant Taylor	0.0052	0.0000	1.6	0.8	0.8
3	Ryan Johnson	0.0052	0.0000	0.8	0.4	0.4
4	Sauryn Lao	0.0052	0.0000	0.5	0.3	0.3
5	Logan Webb	0.0000	0.0053	0.1	0.1	0.0
6	Zac Gallen	0.0000	0.0074	1.8	1.8	0.0
7	Framber Valdez	0.0000	0.0076	1.9	1.9	0.0
8	Max Fried	0.0000	0.0130	6.3	6.3	0.0
9	Jake Irvin	0.0000	0.0054	0.1	0.1	0.0
10	Brandon Pfaadt	0.0000	0.0055	0.2	0.2	0.0

The BAT

Rank	Player	Proj	Actual	Error	Agg Err	Unique
1	Quinn Priester	0.0052	0.0045	3.4	0.5	2.9
2	Matthew Liberatore	0.0052	0.0043	3.5	0.6	2.9
3	Noah Cameron	0.0052	0.0053	2.4	0.0	2.4
4	Taijuan Walker	0.0052	0.0026	3.8	1.4	2.4
5	Slade Cecconi	0.0052	0.0053	2.4	0.0	2.3
6	Chad Patrick	0.0052	0.0000	4.9	2.6	2.2
7	Cade Horton	0.0052	0.0030	3.2	1.0	2.1
8	Ryan Gusto	0.0052	0.0034	2.9	0.8	2.0
9	Chase Dollander	0.0052	0.0035	2.7	0.8	2.0
10	Colton Gordon	0.0052	0.0038	2.2	0.5	1.7

ZiPS

Rank	Player	Proj	Actual	Error	Agg Err	Unique
1	Shinnosuke Ogasawara	0.0052	0.0000	1.8	0.9	0.9
2	Grant Taylor	0.0052	0.0000	1.6	0.8	0.8
3	José Fermin	0.0052	0.0000	1.6	0.8	0.8
4	Thomas Hatch	0.0052	0.0000	1.6	0.8	0.8
5	McCade Brown	0.0052	0.0000	1.3	0.7	0.7
6	Connelly Early	0.0052	0.0000	0.8	0.4	0.4
7	Ryan Johnson	0.0052	0.0000	0.7	0.4	0.4
8	Didier Fuentes	0.0052	0.0000	0.7	0.4	0.4
9	Brandon Walter	0.0052	0.0070	0.7	0.4	0.3
10	Juan Burgos	0.0052	0.0000	0.7	0.3	0.3

Run Rate

Everybody Missed for Run Rate

Player	Actual	ATC	Aggregate	Depth Charts	Marcel	OOPSY	Razzball	Steamer	The BAT	ZiPS
Germán Márquez	0.1794	0.1352 (25.5)	0.1337 (26.3)	0.1305 (27.0)	0.1287 (28.8)	0.1388 (21.9)	0.1220 (34.6)	0.1310 (26.5)	0.1450 (20.4)	0.1303 (27.7)
Hunter Brown	0.0754	0.1079 (24.4)	0.1073 (24.1)	0.1056 (24.3)	0.1141 (29.6)	0.1022 (22.1)	0.1117 (25.6)	0.1071 (25.6)	0.1098 (25.0)	0.1052 (23.3)
Sandy Alcantara	0.1436	0.1084 (25.5)	0.1084 (25.3)	0.1056 (26.0)	0.1090 (24.3)	0.1090 (23.1)	0.1146 (22.5)	0.1103 (22.2)	0.1073 (27.2)	0.1011 (30.0)
Freddy Peralta	0.0747	0.1105 (26.6)	0.1089 (25.6)	0.1089 (27.0)	0.1088 (26.1)	0.1038 (23.6)	0.1135 (27.3)	0.1072 (26.1)	0.1074 (23.6)	0.1109 (27.8)
Cristopher Sánchez	0.0719	0.1039 (26.7)	0.1070 (29.3)	0.1070 (30.9)	0.1086 (31.2)	0.1059 (30.3)	0.1086 (28.7)	0.1030 (28.0)	0.1103 (30.9)	0.1100 (32.5)
Andre Pallante	0.1524	0.1111 (28.8)	0.1141 (26.5)	0.1109 (27.4)	0.1116 (27.8)	0.1134 (25.4)	0.1229 (21.9)	0.1141 (24.9)	0.1150 (26.8)	0.1083 (30.0)
Nathan Eovaldi	0.0565	0.1140 (29.0)	0.1151 (29.7)	0.1158 (31.0)	0.1101 (27.6)	0.1120 (29.3)	0.1129 (27.5)	0.1096 (28.1)	0.1185 (30.7)	0.1235 (34.4)
Trevor Rogers	0.0544	0.1222 (29.1)	0.1217 (29.0)	0.1188 (28.6)	0.1273 (31.7)	0.1295 (33.3)	0.1256 (29.6)	0.1135 (26.5)	0.1177 (26.8)	0.1179 (27.8)

Individual Misses for Run Rate

ATC

Rank	Player	Proj	Actual	Error
1	Andrew Abbott	0.1268	0.0877	27.4
2	Mitchell Parker	0.1216	0.1600	27.1
3	Cade Horton	0.1370	0.0840	25.7
4	Ben Brown	0.1050	0.1547	23.0
5	Mike Vasil	0.1288	0.0757	22.9
6	Nick Pivetta	0.1173	0.0874	22.3
7	Tyler Mahle	0.1236	0.0607	22.1
8	Jack Kochanowicz	0.1302	0.1738	21.8
9	Jimmy Herget	0.1301	0.0692	21.5
10	Carlos Rodón	0.1199	0.0938	21.5

Aggregate

Rank	Player	Proj	Actual	Error
1	Andrew Abbott	0.1277	0.0877	28.1
2	Mitchell Parker	0.1236	0.1600	25.5
3	Tyler Mahle	0.1237	0.0607	22.2
4	Ben Brown	0.1066	0.1547	22.1
5	Mike Vasil	0.1258	0.0757	21.7
6	Bradley Blalock	0.1427	0.2218	21.4
7	Jimmy Herget	0.1292	0.0692	21.3
8	Nick Pivetta	0.1156	0.0874	21.2
9	Jack Kochanowicz	0.1313	0.1738	21.2
10	Cade Horton	0.1261	0.0840	20.6

Depth Charts

Rank	Player	Proj	Actual	Error
1	Andrew Abbott	0.1278	0.0877	29.6
2	Mitchell Parker	0.1203	0.1600	26.5
3	Paul Skenes	0.0908	0.0614	23.9
4	Mike Vasil	0.1268	0.0757	23.0
5	Tyler Mahle	0.1223	0.0607	22.4
6	Bradley Blalock	0.1382	0.2218	22.1
7	Jimmy Herget	0.1284	0.0692	21.7
8	Ben Brown	0.1059	0.1547	21.5
9	Nick Pivetta	0.1139	0.0874	21.4
10	Yoshinobu Yamamoto	0.1046	0.0775	20.7

Marcel

Rank	Player	Proj	Actual	Error
1	Jack Leiter	0.1505	0.1068	29.5
2	Quinn Priester	0.1376	0.0949	29.2
3	Jack Kochanowicz	0.1162	0.1738	28.5
4	Garrett Crochet	0.1076	0.0762	27.2
5	Bradley Blalock	0.1270	0.2218	25.5
6	Mitchell Parker	0.1241	0.1600	24.6
7	Zac Gallen	0.1024	0.1341	24.2
8	Chase Dollander	0.1177	0.1723	23.2
9	Nick Pivetta	0.1173	0.0874	23.0
10	Erick Fedde	0.1068	0.1445	22.2

OOPSY

Rank	Player	Proj	Actual	Error
1	Andrew Abbott	0.1277	0.0877	29.8
2	Mike Vasil	0.1315	0.0757	25.1
3	Tyler Mahle	0.1274	0.0607	24.3
4	Noah Cameron	0.1222	0.0827	23.9
5	Ben Brown	0.1019	0.1547	23.2
6	Adrian Houser	0.1339	0.0946	22.2
7	Taj Bradley	0.1060	0.1455	21.7
8	Quinn Priester	0.1241	0.0949	21.4
9	Jordan Hicks	0.1070	0.1783	21.3
10	Jimmy Herget	0.1256	0.0692	20.8

Razzball

Rank	Player	Proj	Actual	Error
1	Mitchell Parker	0.1267	0.1600	25.0
2	Bryan Woo	0.1228	0.0876	24.9
3	Andrew Abbott	0.1247	0.0877	24.5
4	Bradley Blalock	0.1344	0.2218	24.4
5	Eric Lauer	0.1454	0.0915	22.5
6	Gavin Williams	0.1211	0.0881	22.5
7	Antonio Senzatela	0.1316	0.1667	22.4
8	Jack Kochanowicz	0.1314	0.1738	22.3
9	Nick Pivetta	0.1188	0.0874	21.8
10	Tyler Mahle	0.1243	0.0607	21.6

Steamer

Rank	Player	Proj	Actual	Error
1	Andrew Abbott	0.1275	0.0877	29.6
2	Mitchell Parker	0.1186	0.1600	27.4
3	Jimmy Herget	0.1330	0.0692	23.4
4	Mike Vasil	0.1245	0.0757	22.2
5	Tyler Mahle	0.1207	0.0607	22.0
6	Jake Irvin	0.1215	0.1525	21.6
7	Ben Brown	0.1054	0.1547	21.6
8	Gavin Williams	0.1151	0.0881	21.5
9	Jack Kochanowicz	0.1289	0.1738	21.2
10	Yoshinobu Yamamoto	0.1041	0.0775	20.6

The BAT

Rank	Player	Proj	Actual	Error
1	Andrew Abbott	0.1333	0.0877	31.1
2	Bradley Blalock	0.1177	0.2218	28.7
3	Mitchell Parker	0.1248	0.1600	25.6
4	Chase Dollander	0.1177	0.1723	24.1
5	Nick Pivetta	0.1201	0.0874	23.5
6	Carlos Rodón	0.1234	0.0938	23.3
7	Jimmy Herget	0.1346	0.0692	22.7
8	Tyler Mahle	0.1236	0.0607	21.7
9	Tomoyuki Sugano	0.1577	0.1259	21.4
10	Jack Kochanowicz	0.1323	0.1738	21.3

ZiPS

Rank	Player	Proj	Actual	Error
1	Paul Skenes	0.0978	0.0614	28.3
2	Andrew Abbott	0.1263	0.0877	27.9
3	Mitchell Parker	0.1215	0.1600	26.3
4	Zac Gallen	0.1004	0.1341	25.5
5	Bradley Blalock	0.1320	0.2218	24.1
6	Nick Lodolo	0.1286	0.0935	24.0
7	Mike Vasil	0.1274	0.0757	22.8
8	Nick Pivetta	0.1168	0.0874	22.8
9	Noah Cameron	0.1210	0.0827	22.5
10	Brandon Pfaadt	0.1083	0.1395	22.2

Most Unique Misses for Run Rate

Players where this system’s error exceeded Aggregate’s error by the largest margin.

ATC

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Jack Leiter	0.1362	0.1266	0.1068	19.6	13.5	6.1
2	Slade Cecconi	0.1325	0.1222	0.1211	6.8	1.3	5.5
3	Cade Horton	0.1370	0.1261	0.0840	25.7	20.6	5.1
4	Ryan Rolison	0.1177	0.1425	0.1813	12.1	7.3	4.8
5	McCade Brown	0.1177	0.1533	0.1667	6.0	1.5	4.5
6	Garrett Crochet	0.0961	0.0911	0.0762	17.0	13.2	3.9
7	Grant Anderson	0.1303	0.1172	0.1171	4.3	0.4	3.9
8	Louis Varland	0.1250	0.1119	0.0912	10.3	6.5	3.8
9	Shane Baz	0.1165	0.1213	0.1280	7.4	3.9	3.5
10	Drew Pomeranz	0.1177	0.1002	0.0690	10.1	6.6	3.5

Depth Charts

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Paul Skenes	0.0908	0.0858	0.0614	23.9	18.7	5.1
2	Ryan Rolison	0.1177	0.1425	0.1813	11.7	7.3	4.4
3	McCade Brown	0.1177	0.1533	0.1667	5.8	1.5	4.2
4	Nick Lodolo	0.1201	0.1157	0.0935	19.2	15.0	4.1
5	Nick Martinez	0.1132	0.1211	0.1259	6.5	2.4	4.1
6	Jeffrey Springs	0.1077	0.1154	0.1262	10.9	6.9	4.0
7	Drew Pomeranz	0.1177	0.1002	0.0690	10.5	6.6	4.0
8	Walker Buehler	0.1170	0.1256	0.1292	5.1	1.3	3.8
9	Eduardo Rodriguez	0.1094	0.1163	0.1354	15.9	12.4	3.5
10	Jake Woodford	0.1177	0.1400	0.1647	7.5	4.0	3.5

Marcel

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Jack Leiter	0.1505	0.1266	0.1068	29.5	13.5	16.0
2	Garrett Crochet	0.1076	0.0911	0.0762	27.2	13.2	14.0
3	Jeffrey Springs	0.0960	0.1154	0.1262	20.1	6.9	13.2
4	Quinn Priester	0.1376	0.1212	0.0949	29.2	17.9	11.2
5	Nick Martinez	0.1040	0.1211	0.1259	13.6	2.4	11.2
6	Will Warren	0.1443	0.1204	0.1266	14.0	3.5	10.5
7	Sean Burke	0.1077	0.1259	0.1275	10.6	0.2	10.4
8	Slade Cecconi	0.1399	0.1222	0.1211	11.3	1.3	10.1
9	Shane Baz	0.1069	0.1213	0.1280	13.6	3.9	9.7
10	Jacob deGrom	0.1062	0.0926	0.0852	15.4	5.7	9.6

OOPSY

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Sean Burke	0.1103	0.1259	0.1275	8.2	0.2	7.9
2	Brad Lord	0.1401	0.1298	0.1190	13.5	6.5	6.9
3	Noah Cameron	0.1222	0.1148	0.0827	23.9	18.5	5.4
4	Will Warren	0.1105	0.1204	0.1266	8.9	3.5	5.4
5	Ranger Suarez	0.1146	0.1088	0.0876	19.9	14.6	5.4
6	Michael Lorenzen	0.1350	0.1287	0.1254	8.0	2.7	5.3
7	Taijuan Walker	0.1421	0.1358	0.1152	16.3	11.7	4.6
8	Cade Gibson	0.1619	0.1442	0.0783	20.1	15.4	4.6
9	Luis Severino	0.1148	0.1237	0.1319	9.5	4.9	4.6
10	Trevor Rogers	0.1295	0.1217	0.0544	33.3	29.0	4.3

Razzball

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Kyle Freeland	0.1290	0.1409	0.1481	14.3	4.3	10.1
2	Bryan Woo	0.1228	0.1090	0.0876	24.9	16.6	8.4
3	Germán Márquez	0.1220	0.1337	0.1794	34.6	26.3	8.3
4	Antonio Senzatela	0.1316	0.1393	0.1667	22.4	16.2	6.2
5	Eric Lauer	0.1454	0.1302	0.0915	22.5	17.0	5.5
6	Carmen Mlodzinski	0.1340	0.1187	0.1002	13.7	8.2	5.4
7	Ryan Rolison	0.1177	0.1425	0.1813	12.5	7.3	5.2
8	Luis Castillo	0.1165	0.1073	0.1020	10.0	4.8	5.1
9	Drew Rasmussen	0.1121	0.1016	0.0803	17.9	13.1	4.8
10	McCade Brown	0.1177	0.1533	0.1667	6.3	1.5	4.8

Steamer

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Drew Rasmussen	0.1075	0.1016	0.0803	17.9	13.1	4.8
2	Bryan Woo	0.1118	0.1090	0.0876	20.3	16.6	3.8
3	Ryan Pepiot	0.1167	0.1144	0.1134	4.6	1.5	3.2
4	Gavin Williams	0.1151	0.1131	0.0881	21.5	18.5	3.0
5	Zack Littell	0.1265	0.1250	0.1067	17.7	14.8	3.0
6	Tarik Skubal	0.0888	0.0875	0.0735	14.1	11.3	2.8
7	Dietrich Enns	0.1076	0.1236	0.1250	2.8	0.1	2.7
8	Sonny Gray	0.1001	0.1059	0.1235	15.0	12.4	2.6
9	Miles Mikolas	0.1219	0.1297	0.1300	3.1	0.5	2.6
10	Luis Ortiz	0.1268	0.1227	0.1152	5.8	3.3	2.5

The BAT

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Tomoyuki Sugano	0.1577	0.1355	0.1259	21.4	7.3	14.1
2	Kevin Gausman	0.1263	0.1148	0.1019	18.8	10.9	7.9
3	Bradley Blalock	0.1177	0.1427	0.2218	28.7	21.4	7.2
4	Chase Dollander	0.1177	0.1322	0.1723	24.1	17.2	7.0
5	Mitch Keller	0.1306	0.1200	0.1215	6.8	0.2	6.6
6	Patrick Corbin	0.1489	0.1382	0.1192	19.7	13.4	6.3
7	Davis Martin	0.1380	0.1264	0.1231	8.9	2.7	6.2
8	Yusei Kikuchi	0.1225	0.1134	0.1127	7.5	1.5	6.0
9	Merrill Kelly	0.1285	0.1199	0.1056	17.0	11.6	5.5
10	Brock Stewart	0.1379	0.1034	0.0692	10.9	5.6	5.3

ZiPS

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Nick Martinez	0.1024	0.1211	0.1259	14.5	2.4	12.1
2	Walker Buehler	0.1075	0.1256	0.1292	11.0	1.3	9.7
3	Paul Skenes	0.0978	0.0858	0.0614	28.3	18.7	9.6
4	Nick Lodolo	0.1286	0.1157	0.0935	24.0	15.0	9.0
5	Eduardo Rodriguez	0.1031	0.1163	0.1354	20.9	12.4	8.4
6	Jesús Luzardo	0.1266	0.1178	0.1121	12.7	5.2	7.5
7	Jack Leiter	0.1370	0.1266	0.1068	21.0	13.5	7.4
8	Brady Singer	0.1324	0.1237	0.1117	16.4	9.4	6.9
9	Brad Lord	0.1414	0.1298	0.1190	13.4	6.5	6.9
10	Zac Gallen	0.1004	0.1099	0.1341	25.5	18.7	6.8

Earned Run Rate

Everybody Missed for Earned Run Rate

Player	Actual	ATC	Aggregate	Depth Charts	Marcel	OOPSY	Razzball	Steamer	The BAT	ZiPS
Hunter Brown	0.0686	0.0992 (23.1)	0.0989 (22.6)	0.0970 (22.5)	0.1067 (29.1)	0.0936 (21.0)	0.1021 (23.3)	0.0980 (23.3)	0.1029 (24.1)	0.0973 (22.1)
Nathan Eovaldi	0.0504	0.1048 (27.5)	0.1060 (27.9)	0.1074 (29.5)	0.1039 (27.5)	0.1025 (27.7)	0.1037 (25.6)	0.1008 (26.3)	0.1106 (29.2)	0.1135 (32.1)
Cristopher Sánchez	0.0694	0.0956 (22.0)	0.0979 (23.5)	0.0970 (24.2)	0.0979 (24.5)	0.0970 (25.3)	0.0982 (22.0)	0.0931 (21.2)	0.1022 (25.4)	0.1010 (26.8)
Bradley Blalock	0.2218	0.1325 (24.3)	0.1321 (24.5)	0.1290 (24.8)	0.1175 (28.2)	0.1450 (20.1)	0.1257 (26.9)	0.1362 (22.8)	0.1083 (31.6)	0.1212 (27.2)
Sandy Alcantara	0.1396	0.0997 (29.0)	0.0997 (29.2)	0.0967 (30.2)	0.0997 (28.3)	0.0998 (26.8)	0.1050 (26.9)	0.1011 (26.8)	0.0991 (31.1)	0.0933 (33.3)
Trevor Rogers	0.0520	0.1124 (26.0)	0.1123 (25.8)	0.1089 (25.1)	0.1182 (28.8)	0.1186 (29.8)	0.1162 (26.5)	0.1050 (23.5)	0.1083 (23.3)	0.1094 (24.9)

Individual Misses for Earned Run Rate

ATC

Rank	Player	Proj	Actual	Error
1	Andrew Abbott	0.1166	0.0775	27.5
2	Cade Horton	0.1260	0.0735	25.5
3	Ben Brown	0.0966	0.1483	23.9
4	Mike Vasil	0.1185	0.0662	22.5
5	Andre Pallante	0.1022	0.1343	22.2
6	Jack Kochanowicz	0.1197	0.1641	22.2
7	Mitchell Parker	0.1119	0.1434	22.2
8	Jake Irvin	0.1167	0.1449	21.4
9	Freddy Peralta	0.1017	0.0733	21.2
10	Carlos Rodón	0.1103	0.0849	20.9

Aggregate

Rank	Player	Proj	Actual	Error
1	Andrew Abbott	0.1186	0.0775	28.6
2	Ben Brown	0.0980	0.1483	23.4
3	Jack Kochanowicz	0.1210	0.1641	21.7
4	Mike Vasil	0.1162	0.0662	21.5
5	Jake Irvin	0.1176	0.1449	20.9
6	Cade Horton	0.1162	0.0735	20.7
7	Germán Márquez	0.1234	0.1591	20.7
8	Mitchell Parker	0.1144	0.1434	20.5
9	Andre Pallante	0.1049	0.1343	20.5
10	Freddy Peralta	0.1010	0.0733	20.5

Depth Charts

Rank	Player	Proj	Actual	Error
1	Andrew Abbott	0.1175	0.0775	29.0
2	Ben Brown	0.0968	0.1483	23.1
3	Freddy Peralta	0.1020	0.0733	22.5
4	Zac Gallen	0.0972	0.1267	22.0
5	Brandon Pfaadt	0.1032	0.1343	22.0
6	Mitchell Parker	0.1108	0.1434	21.9
7	Mike Vasil	0.1153	0.0662	21.8
8	Andre Pallante	0.1023	0.1343	21.2
9	Paul Skenes	0.0823	0.0559	21.1
10	Germán Márquez	0.1214	0.1591	20.8

Marcel

Rank	Player	Proj	Actual	Error
1	Jack Kochanowicz	0.1086	0.1641	27.4
2	Quinn Priester	0.1264	0.0888	25.8
3	Jack Leiter	0.1371	0.1006	24.8
4	Nick Pivetta	0.1121	0.0804	24.2
5	Garrett Crochet	0.1002	0.0725	24.1
6	Zac Gallen	0.0961	0.1267	23.4
7	Germán Márquez	0.1176	0.1591	23.4
8	Mitchell Parker	0.1105	0.1434	22.5
9	Chase Dollander	0.1083	0.1610	22.4
10	Freddy Peralta	0.1015	0.0733	21.7

OOPSY

Rank	Player	Proj	Actual	Error
1	Andrew Abbott	0.1169	0.0775	29.6
2	Mike Vasil	0.1204	0.0662	24.5
3	Ben Brown	0.0933	0.1483	24.2
4	Brandon Pfaadt	0.1005	0.1343	23.0
5	Jake Irvin	0.1137	0.1449	21.5
6	Aaron Nola	0.1003	0.1559	20.9
7	Jack Kochanowicz	0.1194	0.1641	20.9
8	Tyler Mahle	0.1166	0.0607	20.7
9	Jordan Hicks	0.0980	0.1656	20.0
10	Kris Bubic	0.1070	0.0693	19.8

Razzball

Rank	Player	Proj	Actual	Error
1	Germán Márquez	0.1125	0.1591	28.5
2	Andrew Abbott	0.1167	0.0775	25.7
3	Jack Kochanowicz	0.1205	0.1641	23.1
4	Freddy Peralta	0.1055	0.0733	22.1
5	Antonio Senzatela	0.1216	0.1553	21.8
6	Ben Brown	0.1045	0.1483	21.4
7	Jake Irvin	0.1192	0.1449	21.4
8	Bryan Woo	0.1142	0.0834	21.4
9	Gavin Williams	0.1126	0.0810	21.1
10	Nick Pivetta	0.1112	0.0804	21.1

Steamer

Rank	Player	Proj	Actual	Error
1	Andrew Abbott	0.1200	0.0775	30.8
2	Jake Irvin	0.1129	0.1449	23.1
3	Ben Brown	0.0975	0.1483	22.8
4	Mitchell Parker	0.1104	0.1434	22.1
5	Mike Vasil	0.1157	0.0662	22.0
6	Jack Kochanowicz	0.1185	0.1641	22.0
7	Jimmy Herget	0.1250	0.0663	21.3
8	Freddy Peralta	0.0998	0.0733	21.0
9	Cade Horton	0.1147	0.0735	20.8
10	Germán Márquez	0.1219	0.1591	20.4

The BAT

Rank	Player	Proj	Actual	Error
1	Andrew Abbott	0.1250	0.0775	31.6
2	Chase Dollander	0.1083	0.1610	23.8
3	Carlos Rodón	0.1155	0.0849	23.1
4	Nick Pivetta	0.1124	0.0804	22.1
5	Jack Kochanowicz	0.1232	0.1641	21.5
6	Mitchell Parker	0.1159	0.1434	20.9
7	Jimmy Herget	0.1255	0.0663	20.1
8	Andre Pallante	0.1076	0.1343	20.0
9	Ben Brown	0.1083	0.1483	19.5
10	Bryce Elder	0.1088	0.1355	19.0

ZiPS

Rank	Player	Proj	Actual	Error
1	Andrew Abbott	0.1162	0.0775	27.5
2	Zac Gallen	0.0930	0.1267	26.2
3	Paul Skenes	0.0899	0.0559	26.0
4	Brandon Pfaadt	0.1008	0.1343	24.5
5	Andre Pallante	0.1004	0.1343	23.1
6	Ben Brown	0.0985	0.1483	22.8
7	Freddy Peralta	0.1032	0.0733	22.8
8	Mike Vasil	0.1179	0.0662	22.5
9	Germán Márquez	0.1197	0.1591	22.3
10	Antonio Senzatela	0.1187	0.1553	21.7

Most Unique Misses for Earned Run Rate

Players where this system’s error exceeded Aggregate’s error by the largest margin.

ATC

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Jack Leiter	0.1253	0.1175	0.1006	16.6	11.4	5.2
2	Will Warren	0.1195	0.1110	0.1125	5.7	0.6	5.0
3	Cade Horton	0.1260	0.1162	0.0735	25.5	20.7	4.8
4	Ryan Rolison	0.1083	0.1320	0.1710	11.9	7.4	4.5
5	McCade Brown	0.1083	0.1426	0.1667	7.2	2.9	4.3
6	Garrett Crochet	0.0884	0.0840	0.0725	13.8	9.9	3.8
7	Louis Varland	0.1150	0.1031	0.0811	10.3	6.7	3.6
8	Shane Baz	0.1072	0.1125	0.1266	13.1	9.6	3.5
9	Grant Anderson	0.1199	0.1086	0.0836	11.1	7.7	3.5
10	Stephen Kolek	0.1167	0.1100	0.0954	10.2	7.0	3.2

Depth Charts

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Ryan Rolison	0.1083	0.1320	0.1710	11.6	7.4	4.2
2	McCade Brown	0.1083	0.1426	0.1667	7.0	2.9	4.1
3	Paul Skenes	0.0823	0.0786	0.0559	21.1	17.1	4.0
4	Nick Lodolo	0.1113	0.1069	0.0903	15.0	11.1	3.9
5	Nick Martinez	0.1050	0.1121	0.1201	8.6	5.0	3.6
6	Jake Woodford	0.1083	0.1295	0.1529	7.2	3.9	3.3
7	Walker Buehler	0.1090	0.1163	0.1221	6.1	2.9	3.2
8	Drew Pomeranz	0.1083	0.0946	0.0591	10.5	7.4	3.1
9	Eduardo Rodriguez	0.1014	0.1077	0.1239	13.9	10.8	3.1
10	Jeffrey Springs	0.1005	0.1064	0.1094	4.6	1.7	2.9

Marcel

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Will Warren	0.1375	0.1110	0.1125	19.1	0.6	18.5
2	Garrett Crochet	0.1002	0.0840	0.0725	24.1	9.9	14.2
3	Jack Leiter	0.1371	0.1175	0.1006	24.8	11.4	13.4
4	Nick Martinez	0.0934	0.1121	0.1201	16.9	5.0	12.0
5	Jeffrey Springs	0.0894	0.1064	0.1094	12.9	1.7	11.3
6	Quinn Priester	0.1264	0.1111	0.0888	25.8	15.0	10.7
7	Slade Cecconi	0.1347	0.1129	0.1156	11.4	1.1	10.3
8	Jacob deGrom	0.0989	0.0859	0.0852	10.4	0.9	9.5
9	Seth Lugo	0.0917	0.1081	0.1097	9.8	0.6	9.3
10	Michael Lorenzen	0.1032	0.1191	0.1205	9.3	0.4	8.9

OOPSY

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Kyle Freeland	0.1378	0.1306	0.1269	10.4	3.1	7.3
2	Brad Lord	0.1283	0.1195	0.1154	9.1	2.6	6.5
3	Ranger Suarez	0.1050	0.0997	0.0860	14.8	9.4	5.5
4	Noah Cameron	0.1119	0.1059	0.0827	18.3	13.3	5.1
5	Will Warren	0.1011	0.1110	0.1125	5.4	0.6	4.8
6	Cade Gibson	0.1482	0.1325	0.0696	19.0	14.6	4.3
7	Luis Severino	0.1051	0.1144	0.1163	5.2	0.9	4.3
8	Taijuan Walker	0.1301	0.1257	0.1041	16.0	12.0	4.0
9	Osvaldo Bido	0.0999	0.1140	0.1433	14.4	10.4	4.0
10	Trevor Rogers	0.1186	0.1123	0.0520	29.8	25.8	4.0

Razzball

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Bryan Woo	0.1142	0.1009	0.0834	21.4	13.3	8.1
2	Germán Márquez	0.1125	0.1234	0.1591	28.5	20.7	7.8
3	Antonio Senzatela	0.1216	0.1287	0.1553	21.8	16.0	5.8
4	Carmen Mlodzinski	0.1250	0.1097	0.0931	12.7	7.3	5.4
5	Eric Lauer	0.1348	0.1205	0.0869	19.7	14.6	5.1
6	Ryan Rolison	0.1083	0.1320	0.1710	12.4	7.4	5.0
7	Luis Castillo	0.1077	0.0992	0.0953	8.1	3.4	4.7
8	McCade Brown	0.1083	0.1426	0.1667	7.5	2.9	4.6
9	Grant Holmes	0.1182	0.1074	0.1037	6.4	2.2	4.2
10	Zack Littell	0.1235	0.1159	0.1041	13.5	9.5	4.0

Steamer

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Drew Rasmussen	0.0986	0.0937	0.0786	13.2	9.2	4.0
2	Bryan Woo	0.1038	0.1009	0.0834	16.8	13.3	3.5
3	Zack Littell	0.1185	0.1159	0.1041	12.9	9.5	3.4
4	Miles Mikolas	0.1131	0.1200	0.1256	6.6	3.3	3.3
5	Ryan Pepiot	0.1091	0.1062	0.1060	3.8	0.6	3.2
6	Sean Burke	0.1200	0.1165	0.1057	10.1	6.9	3.2
7	Sonny Gray	0.0916	0.0975	0.1142	15.1	12.1	3.1
8	Gavin Williams	0.1069	0.1046	0.0810	20.1	17.1	3.0
9	David Peterson	0.0963	0.1020	0.1093	7.5	4.7	2.7
10	Dean Kremer	0.1152	0.1135	0.1130	3.4	0.9	2.5

The BAT

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Tomoyuki Sugano	0.1475	0.1262	0.1200	17.7	4.6	13.0
2	Kevin Gausman	0.1182	0.1063	0.0994	13.6	5.9	7.7
3	Chase Dollander	0.1083	0.1225	0.1610	23.8	16.7	7.1
4	Bradley Blalock	0.1083	0.1321	0.2218	31.6	24.5	7.1
5	Mitch Keller	0.1221	0.1111	0.1095	8.5	1.7	6.8
6	Patrick Corbin	0.1388	0.1277	0.1146	15.2	9.1	6.1
7	Davis Martin	0.1286	0.1171	0.1082	11.5	5.8	5.7
8	Merrill Kelly	0.1204	0.1110	0.0963	17.1	11.6	5.5
9	Yusei Kikuchi	0.1139	0.1049	0.1023	7.9	2.5	5.5
10	Kyle Freeland	0.1400	0.1306	0.1269	8.4	3.1	5.3

ZiPS

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Nick Martinez	0.0944	0.1121	0.1201	16.5	5.0	11.5
2	Paul Skenes	0.0899	0.0786	0.0559	26.0	17.1	8.9
3	Walker Buehler	0.0998	0.1163	0.1221	11.7	2.9	8.8
4	Nick Lodolo	0.1197	0.1069	0.0903	19.9	11.1	8.8
5	Jesús Luzardo	0.1179	0.1090	0.1055	10.5	3.2	7.4
6	Eduardo Rodriguez	0.0964	0.1077	0.1239	18.0	10.8	7.2
7	Brad Lord	0.1315	0.1195	0.1154	9.7	2.6	7.1
8	Jack Leiter	0.1274	0.1175	0.1006	18.3	11.4	7.0
9	Brady Singer	0.1221	0.1141	0.1061	12.5	6.2	6.3
10	Zac Gallen	0.0930	0.1015	0.1267	26.2	19.9	6.3

Win Rate

Everybody Missed for Win Rate

Player	Actual	ATC	Aggregate	Depth Charts	Marcel	OOPSY	Razzball	Steamer	The BAT	ZiPS
Tyler Anderson	0.0769	0.3122 (148.4)	0.3140 (156.6)	0.3103 (154.1)	0.2308 (117.7)	0.2962 (154.3)	0.3474 (166.3)	0.3018 (149.7)	0.3188 (151.0)	0.3077 (132.3)
Quinn Priester	0.4483	0.0928 (224.0)	0.0860 (220.7)	0.0667 (233.7)	0.1724 (152.3)	0.0528 (233.2)	0.1469 (192.1)	0.0515 (242.8)	0.2045 (152.4)	0.2692 (123.4)
Matthew Boyd	0.4516	0.2717 (120.3)	0.2640 (117.2)	0.2424 (133.1)	0.1724 (169.9)	0.2015 (152.0)	0.2863 (113.5)	0.2520 (125.4)	0.2779 (117.4)	0.3077 (110.4)

Individual Misses for Win Rate

ATC

Rank	Player	Proj	Actual	Error
1	Trevor Rogers	0.0919	0.5000	167.4
2	Cade Horton	0.1187	0.4783	165.2
3	Noah Cameron	0.0737	0.3750	160.6
4	Casey Mize	0.2489	0.5000	149.6
5	Justin Verlander	0.3494	0.1379	148.3
6	Adrian Houser	0.0866	0.3810	146.0
7	Garrett Crochet	0.3816	0.5625	137.1
8	Erick Fedde	0.3317	0.1250	136.5
9	Michael McGreevy	0.1250	0.4706	133.3
10	Mitch Keller	0.3459	0.1875	128.0

Aggregate

Rank	Player	Proj	Actual	Error
1	Trevor Rogers	0.0999	0.5000	159.0
2	Noah Cameron	0.0687	0.3750	156.8
3	Cade Horton	0.1432	0.4783	147.9
4	Justin Verlander	0.3368	0.1379	147.8
5	Erick Fedde	0.3319	0.1250	144.1
6	Adrian Houser	0.0964	0.3810	134.8
7	Jesús Luzardo	0.2685	0.4688	133.3
8	Michael McGreevy	0.1137	0.4706	133.0
9	Mitch Keller	0.3404	0.1875	132.8
10	Casey Mize	0.2740	0.5000	126.4

Depth Charts

Rank	Player	Proj	Actual	Error
1	Trevor Rogers	0.0588	0.5000	176.6
2	Noah Cameron	0.0526	0.3750	166.0
3	Colin Rea	0.0930	0.3438	150.2
4	Jesús Luzardo	0.2500	0.4688	147.8
5	Justin Verlander	0.3333	0.1379	145.1
6	Michael McGreevy	0.1087	0.4706	135.2
7	Casey Mize	0.2609	0.5000	135.0
8	Adrian Houser	0.1000	0.3810	133.2
9	Erick Fedde	0.3103	0.1250	130.3
10	Max Fried	0.4138	0.5938	125.1

Marcel

Rank	Player	Proj	Actual	Error
1	Garrett Crochet	0.1333	0.5625	314.6
2	Casey Mize	0.1081	0.5000	219.0
3	Max Fried	0.2895	0.5938	209.6
4	Bryan Woo	0.2105	0.5000	180.4
5	Carlos Rodón	0.2750	0.5455	179.8
6	Jesús Luzardo	0.2000	0.4688	171.4
7	Clay Holmes	0.0800	0.3636	170.6
8	Freddy Peralta	0.2381	0.5152	169.5
9	Trevor Rogers	0.1053	0.5000	148.9
10	Gavin Williams	0.1429	0.3871	141.9

OOPSY

Rank	Player	Proj	Actual	Error
1	Jesús Luzardo	0.1528	0.4688	210.5
2	Justin Verlander	0.3794	0.1379	185.2
3	Cade Horton	0.0528	0.4783	184.3
4	Trevor Rogers	0.0452	0.5000	176.2
5	Paul Skenes	0.5093	0.3125	172.4
6	Mitch Keller	0.3742	0.1875	168.6
7	Dylan Cease	0.4357	0.2500	161.8
8	MacKenzie Gore	0.3627	0.1667	159.4
9	Noah Cameron	0.0528	0.3750	157.9
10	Ranger Suarez	0.1810	0.4615	157.7

Razzball

Rank	Player	Proj	Actual	Error
1	Garrett Crochet	0.3236	0.5625	188.6
2	Noah Cameron	0.0545	0.3750	174.2
3	Max Fried	0.3973	0.5938	151.6
4	Trevor Rogers	0.1374	0.5000	150.3
5	Erick Fedde	0.3571	0.1250	149.1
6	Adrian Houser	0.0886	0.3810	147.7
7	Carlos Rodón	0.3544	0.5455	145.1
8	Casey Mize	0.2800	0.5000	133.4
9	Slade Cecconi	0.0574	0.3043	130.7
10	Cade Horton	0.2045	0.4783	126.9

Steamer

Rank	Player	Proj	Actual	Error
1	Trevor Rogers	0.0775	0.5000	168.1
2	Noah Cameron	0.0642	0.3750	158.9
3	Jesús Luzardo	0.2496	0.4688	147.2
4	Colin Rea	0.0968	0.3438	146.9
5	Erick Fedde	0.3334	0.1250	145.4
6	Justin Verlander	0.3258	0.1379	140.9
7	MacKenzie Gore	0.3466	0.1667	139.3
8	Adrian Houser	0.0894	0.3810	138.1
9	Michael McGreevy	0.1027	0.4706	137.2
10	Yusei Kikuchi	0.3579	0.2121	131.8

The BAT

Rank	Player	Proj	Actual	Error
1	Carlos Rodón	0.3468	0.5455	148.7
2	Garrett Crochet	0.3720	0.5625	146.7
3	Adrian Houser	0.0898	0.3810	145.5
4	Jesús Luzardo	0.2687	0.4688	143.9
5	Justin Verlander	0.3391	0.1379	140.0
6	Erick Fedde	0.3267	0.1250	132.0
7	Cade Horton	0.2045	0.4783	125.4
8	Casey Mize	0.2966	0.5000	121.1
9	Trevor Rogers	0.2045	0.5000	120.6
10	Tanner Gordon	0.0322	0.4000	120.5

ZiPS

Rank	Player	Proj	Actual	Error
1	Casey Mize	0.1739	0.5000	210.7
2	Bryan Woo	0.2692	0.5000	175.9
3	Cade Horton	0.1667	0.4783	153.0
4	Freddy Peralta	0.3448	0.5152	130.3
5	Garrett Crochet	0.4138	0.5625	129.1
6	Max Fried	0.4444	0.5938	127.5
7	Kris Bubic	0.1515	0.4000	123.0
8	Justin Verlander	0.3333	0.1379	122.8
9	Carlos Rodón	0.4074	0.5455	116.7
10	Brady Singer	0.2857	0.4375	115.8

Most Unique Misses for Win Rate

Players where this system’s error exceeded Aggregate’s error by the largest margin.

ATC

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Cam Schlittler	0.4316	0.2674	0.2857	48.1	1.8	46.3
2	Tomoyuki Sugano	0.2280	0.2752	0.3333	62.7	22.8	39.9
3	Juan Mejia	0.2045	0.0496	0.0364	47.1	9.8	37.3
4	Davis Martin	0.1882	0.2375	0.2692	41.2	4.4	36.8
5	Cole Henry	0.2045	0.0568	0.0175	48.1	15.3	32.7
6	Tyler Phillips	0.1848	0.0756	0.0370	50.2	19.7	30.5
7	Clay Holmes	0.2257	0.2550	0.3636	88.9	59.7	29.2
8	Michael Wacha	0.3994	0.3488	0.3226	63.9	36.2	27.7
9	David Morgan	0.2045	0.0508	0.0244	37.2	9.8	27.4
10	Isaac Mattson	0.2045	0.0594	0.0682	29.5	3.1	26.4

Depth Charts

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Cam Schlittler	0.0000	0.2674	0.2857	79.6	1.8	77.8
2	Colin Rea	0.0930	0.1607	0.3438	150.2	105.1	45.2
3	Shane Baz	0.1944	0.2437	0.3226	74.2	38.8	35.4
4	José Soriano	0.3462	0.3000	0.3226	34.3	1.2	33.0
5	Matt Festa	0.2045	0.0587	0.0794	33.7	0.8	32.8
6	Jack Kochanowicz	0.2414	0.1807	0.1304	69.0	38.2	30.8
7	Cristopher Sánchez	0.3448	0.3815	0.4062	30.4	0.4	30.0
8	David Morgan	0.2045	0.0508	0.0244	39.4	9.8	29.6
9	Isaac Mattson	0.2045	0.0594	0.0682	31.7	3.1	28.6
10	Drew Pomeranz	0.2045	0.0650	0.0351	39.2	11.0	28.2

Marcel

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Garrett Crochet	0.1333	0.3908	0.5625	314.6	119.9	194.7
2	Cristopher Sánchez	0.1905	0.3815	0.4062	139.7	0.4	139.4
3	Jacob deGrom	0.1600	0.3610	0.4000	132.0	9.8	122.2
4	Gavin Williams	0.1429	0.3233	0.3871	141.9	27.8	114.1
5	Clay Holmes	0.0800	0.2550	0.3636	170.6	59.7	111.0
6	José Soriano	0.1250	0.3000	0.3226	112.2	1.2	110.9
7	Nick Pivetta	0.1842	0.3545	0.4194	138.8	29.2	109.6
8	Logan Webb	0.2750	0.4168	0.4412	105.8	0.0	105.7
9	Max Fried	0.2895	0.4260	0.5938	209.6	114.9	94.7
10	Casey Mize	0.1081	0.2740	0.5000	219.0	126.4	92.5

OOPSY

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Paul Skenes	0.5093	0.4043	0.3125	172.4	85.2	87.2
2	Jesús Luzardo	0.1528	0.2685	0.4688	210.5	133.3	77.2
3	Brandon Pfaadt	0.1876	0.3009	0.3939	128.9	52.7	76.2
4	Ranger Suarez	0.1810	0.3009	0.4615	157.7	88.7	69.0
5	Davis Martin	0.3412	0.2375	0.2692	66.3	4.4	61.9
6	Bryce Elder	0.0652	0.1696	0.2857	123.7	62.3	61.4
7	Will Warren	0.0471	0.1465	0.2727	133.2	72.4	60.8
8	Eric Lauer	0.0528	0.2082	0.3214	98.1	37.9	60.3
9	Cam Schlittler	0.0528	0.2674	0.2857	59.2	1.8	57.3
10	José Soriano	0.3626	0.3000	0.3226	56.7	1.2	55.4

Razzball

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Andre Pallante	0.3475	0.2127	0.1935	115.2	31.1	84.1
2	Garrett Crochet	0.3236	0.3908	0.5625	188.6	119.9	68.7
3	David Peterson	0.4109	0.3174	0.3000	85.4	30.2	55.2
4	Carlos Vargas	0.2045	0.0481	0.0714	46.4	0.3	46.1
5	Michael Soroka	0.2577	0.1345	0.1364	48.7	8.5	40.2
6	Angel Chivilli	0.2045	0.0479	0.0233	51.8	13.5	38.3
7	Davis Martin	0.1931	0.2375	0.2692	41.5	4.4	37.1
8	Max Fried	0.3973	0.4260	0.5938	151.6	114.9	36.8
9	Logan Webb	0.3929	0.4168	0.4412	35.2	0.0	35.2
10	Gavin Williams	0.2909	0.3233	0.3871	62.7	27.8	34.9

Steamer

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Colin Rea	0.0968	0.1607	0.3438	146.9	105.1	41.9
2	José Soriano	0.3446	0.3000	0.3226	34.0	1.2	32.8
3	Tomoyuki Sugano	0.2278	0.2752	0.3333	54.4	22.8	31.6
4	Jacob deGrom	0.4306	0.3610	0.4000	37.2	9.8	27.4
5	Logan Webb	0.3842	0.4168	0.4412	27.4	0.0	27.4
6	Patrick Corbin	0.3117	0.2726	0.2258	73.5	47.1	26.4
7	Jack Kochanowicz	0.2289	0.1807	0.1304	63.2	38.2	25.0
8	Grant Taylor	0.2045	0.0530	0.0556	27.3	3.4	23.9
9	Troy Melton	0.3056	0.1806	0.1875	25.8	3.1	22.6
10	Yusei Kikuchi	0.3579	0.3293	0.2121	131.8	109.3	22.5

The BAT

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Clay Holmes	0.1844	0.2550	0.3636	119.6	59.7	60.0
2	Brad Lord	0.2045	0.0624	0.1042	60.4	9.5	50.9
3	Chad Patrick	0.2045	0.0649	0.1111	52.2	11.0	41.2
4	Jack Dreyer	0.2045	0.0607	0.0448	52.2	12.4	39.8
5	Juan Mejia	0.2045	0.0496	0.0364	46.6	9.8	36.8
6	Tyler Phillips	0.2045	0.0756	0.0370	55.6	19.7	36.0
7	Carlos Rodón	0.3468	0.3774	0.5455	148.7	113.4	35.3
8	Ryan Bergert	0.2045	0.0843	0.1053	35.4	1.1	34.3
9	Tomoyuki Sugano	0.2410	0.2752	0.3333	55.4	22.8	32.6
10	Cole Henry	0.2045	0.0568	0.0175	47.5	15.3	32.2

ZiPS

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	José Soriano	0.1935	0.3000	0.3226	100.6	1.2	99.3
2	Jacob deGrom	0.2500	0.3610	0.4000	107.0	9.8	97.2
3	Cristopher Sánchez	0.3103	0.3815	0.4062	85.4	0.4	85.0
4	Casey Mize	0.1739	0.2740	0.5000	210.7	126.4	84.2
5	Bryan Woo	0.2692	0.3432	0.5000	175.9	96.8	79.1
6	Cade Povich	0.3214	0.1636	0.1364	85.5	25.2	60.3
7	Chris Paddack	0.2667	0.1490	0.1515	70.5	14.6	55.9
8	Brady Singer	0.2857	0.3267	0.4375	115.8	61.9	53.9
9	Chad Patrick	0.2500	0.0649	0.1111	64.9	11.0	53.9
10	Simeon Woods Richardson	0.1786	0.2582	0.3043	63.9	10.3	53.6

Loss Rate

Everybody Missed for Loss Rate

Player	Actual	ATC	Aggregate	Depth Charts	Marcel	OOPSY	Razzball	Steamer	The BAT	ZiPS
Matthew Liberatore	0.4138	0.1133 (179.7)	0.1085 (176.1)	0.1379 (159.9)	0.1136 (162.9)	0.0444 (201.7)	0.1742 (136.8)	0.1391 (162.2)	0.2067 (132.2)	0.1364 (181.0)
Grant Holmes	0.4091	0.1197 (131.0)	0.1097 (130.8)	0.1034 (136.0)	0.1000 (128.1)	0.0571 (144.6)	0.1618 (107.7)	0.1199 (130.3)	0.1414 (130.2)	0.0750 (165.3)
Andre Pallante	0.4839	0.2293 (165.4)	0.2169 (166.9)	0.2162 (170.5)	0.1087 (233.3)	0.1216 (217.5)	0.2896 (118.6)	0.2204 (171.0)	0.2793 (144.1)	0.1944 (208.3)
Spencer Strider	0.6087	0.2713 (169.4)	0.2493 (175.6)	0.2609 (171.8)	0.1304 (231.5)	0.2495 (162.3)	0.2009 (204.5)	0.2609 (174.3)	0.2654 (183.4)	0.2500 (194.4)

Individual Misses for Loss Rate

ATC

Rank	Player	Proj	Actual	Error
1	Dustin May	0.1002	0.4400	184.9
2	José Berríos	0.3759	0.1613	166.0
3	Trevor Williams	0.1689	0.5882	147.8
4	Nick Pivetta	0.3423	0.1613	147.2
5	Tanner Gordon	0.0949	0.5333	139.9
6	Max Fried	0.3013	0.1562	134.8
7	Antonio Senzatela	0.2678	0.5000	129.1
8	Brandon Young	0.0626	0.5833	127.4
9	Chris Paddack	0.1547	0.3636	124.4
10	Chase Dollander	0.2666	0.5714	124.2

Aggregate

Rank	Player	Proj	Actual	Error
1	Dustin May	0.0940	0.4400	182.5
2	José Berríos	0.3527	0.1613	157.1
3	Tanner Gordon	0.0892	0.5333	138.4
4	Bryce Elder	0.1557	0.3929	138.2
5	Trevor Williams	0.1886	0.5882	136.5
6	Nick Pivetta	0.3131	0.1613	133.6
7	Cristopher Sánchez	0.2877	0.1562	133.2
8	Max Fried	0.2800	0.1562	126.0
9	Brandon Young	0.0609	0.5833	125.2
10	Gavin Williams	0.3042	0.1613	124.2

Depth Charts

Rank	Player	Proj	Actual	Error
1	Dustin May	0.0800	0.4400	193.2
2	Antonio Senzatela	0.2308	0.5000	148.4
3	José Berríos	0.3438	0.1613	147.7
4	Tanner Gordon	0.0714	0.5333	145.8
5	Bryce Elder	0.1600	0.3929	138.3
6	Chris Paddack	0.1296	0.3636	137.3
7	Nick Pivetta	0.3214	0.1613	136.5
8	Brandon Young	0.0357	0.5833	132.7
9	Trevor Williams	0.2045	0.5882	132.2
10	Michael Lorenzen	0.1607	0.4074	131.8

Marcel

Rank	Player	Proj	Actual	Error
1	Germán Márquez	0.1818	0.6154	227.4
2	Zac Gallen	0.1622	0.4545	198.0
3	Antonio Senzatela	0.1538	0.5000	183.7
4	Kyle Freeland	0.2647	0.5484	166.5
5	Mitchell Parker	0.2143	0.4848	160.8
6	Jack Flaherty	0.2000	0.4839	160.1
7	Dustin May	0.1200	0.4400	158.4
8	Trevor Williams	0.1613	0.5882	141.0
9	Chase Dollander	0.2067	0.5714	139.3
10	Luis Ortiz	0.1500	0.5625	138.9

OOPSY

Rank	Player	Proj	Actual	Error
1	Dustin May	0.0437	0.4400	197.5
2	Antonio Senzatela	0.1343	0.5000	190.1
3	José Berríos	0.3644	0.1613	182.3
4	Bryce Elder	0.0683	0.3929	180.9
5	Trevor Williams	0.0561	0.5882	176.8
6	Mitchell Parker	0.1945	0.4848	168.4
7	Chris Paddack	0.0552	0.3636	167.8
8	Michael Lorenzen	0.0743	0.4074	166.7
9	Cristopher Sánchez	0.3031	0.1562	165.4
10	Jack Kochanowicz	0.1138	0.4783	156.8

Razzball

Rank	Player	Proj	Actual	Error
1	Bryce Elder	0.1111	0.3929	172.0
2	Dustin May	0.1233	0.4400	168.3
3	Germán Márquez	0.3390	0.6154	146.5
4	Tanner Gordon	0.0793	0.5333	143.4
5	Zac Gallen	0.2532	0.4545	140.5
6	Jack Kochanowicz	0.1883	0.4783	133.9
7	MacKenzie Gore	0.2808	0.5000	129.7
8	Luis Ortiz	0.2006	0.5625	127.4
9	Brandon Young	0.0616	0.5833	126.3
10	Noah Cameron	0.0455	0.2917	121.1

Steamer

Rank	Player	Proj	Actual	Error
1	Dustin May	0.0759	0.4400	198.4
2	José Berríos	0.3650	0.1613	159.2
3	Gavin Williams	0.3554	0.1613	153.8
4	Tanner Gordon	0.0754	0.5333	146.1
5	Bryce Elder	0.1599	0.3929	141.6
6	Cristopher Sánchez	0.3062	0.1562	140.6
7	Nick Pivetta	0.3293	0.1613	138.7
8	Max Fried	0.3009	0.1562	135.4
9	Trevor Williams	0.2070	0.5882	133.1
10	Brandon Young	0.0465	0.5833	131.2

The BAT

Rank	Player	Proj	Actual	Error
1	Chase Dollander	0.2067	0.5714	159.5
2	Nick Pivetta	0.3771	0.1613	157.9
3	Cristopher Sánchez	0.3447	0.1562	154.6
4	Tanner Gordon	0.0746	0.5333	153.6
5	José Berríos	0.3726	0.1613	149.6
6	Gavin Williams	0.3600	0.1613	142.0
7	Bryce Elder	0.1869	0.3929	137.7
8	Brandon Young	0.0434	0.5833	137.4
9	Dustin May	0.2067	0.4400	134.5
10	Trevor Williams	0.2464	0.5882	126.4

ZiPS

Rank	Player	Proj	Actual	Error
1	Zac Gallen	0.2500	0.4545	167.9
2	Nick Martinez	0.1395	0.3500	145.1
3	José Soriano	0.1613	0.3548	141.6
4	Germán Márquez	0.3810	0.6154	139.7
5	Antonio Senzatela	0.2778	0.5000	138.5
6	Chase Dollander	0.2727	0.5714	132.6
7	Kyle Freeland	0.3636	0.5484	132.4
8	Quinn Priester	0.3077	0.1034	132.1
9	Luis Ortiz	0.2188	0.5625	132.1
10	José Berríos	0.3448	0.1613	126.7

Most Unique Misses for Loss Rate

Players where this system’s error exceeded Aggregate’s error by the largest margin.

ATC

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Cade Horton	0.0055	0.1124	0.1739	69.1	13.3	55.8
2	Cam Schlittler	0.4554	0.2977	0.2143	80.4	35.5	44.8
3	Patrick Corbin	0.4372	0.3616	0.3548	70.0	26.7	43.3
4	Tomoyuki Sugano	0.2385	0.3157	0.3333	48.3	10.7	37.6
5	Juan Mejia	0.2067	0.0627	0.0364	50.5	15.6	34.9
6	Drew Pomeranz	0.2067	0.0322	0.0351	39.5	6.2	33.3
7	Cole Henry	0.2067	0.0601	0.0351	46.9	14.1	32.8
8	Michael Wacha	0.3025	0.3343	0.4194	67.1	36.9	30.2
9	Braydon Fisher	0.2067	0.0628	0.0000	46.4	19.5	27.0
10	Chase Dollander	0.2666	0.3131	0.5714	124.2	99.1	25.1

Depth Charts

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Cam Schlittler	0.5000	0.2977	0.2143	95.7	35.5	60.2
2	Colin Rea	0.1163	0.1810	0.2188	48.5	2.8	45.8
3	Drew Pomeranz	0.2067	0.0322	0.0351	40.7	6.2	34.5
4	Matt Festa	0.2067	0.0533	0.0635	38.9	5.3	33.7
5	Tyler Anderson	0.4483	0.3962	0.3077	101.7	73.1	28.5
6	Antonio Senzatela	0.2308	0.2705	0.5000	148.4	121.1	27.3
7	Kyle Hendricks	0.4167	0.3744	0.3226	85.6	59.3	26.3
8	David Morgan	0.2067	0.0686	0.0488	36.1	10.3	25.8
9	Chase Dollander	0.2593	0.3131	0.5714	124.8	99.1	25.7
10	Shane Baz	0.2222	0.2532	0.3871	96.5	71.3	25.2

Marcel

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Germán Márquez	0.1818	0.3891	0.6154	227.4	113.9	113.5
2	Sean Burke	0.1111	0.3119	0.3929	138.8	28.3	110.5
3	Tanner Bibee	0.1667	0.3108	0.3548	106.2	8.0	98.2
4	Michael Wacha	0.1842	0.3343	0.4194	133.4	36.9	96.6
5	Zac Gallen	0.1622	0.2920	0.4545	198.0	104.9	93.1
6	Luis Severino	0.1951	0.3495	0.3793	95.4	2.6	92.8
7	Sandy Alcantara	0.2000	0.3350	0.3871	103.0	13.8	89.2
8	Quinn Priester	0.2069	0.0889	0.1034	99.4	12.4	87.0
9	José Soriano	0.1500	0.2847	0.3548	113.0	26.5	86.5
10	Kyle Freeland	0.2647	0.4007	0.5484	166.5	80.9	85.6

OOPSY

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Antonio Senzatela	0.1343	0.2705	0.5000	190.1	121.1	69.0
2	Will Warren	0.0446	0.1599	0.2424	99.4	34.8	64.5
3	Bailey Falter	0.0868	0.2321	0.2692	64.4	1.8	62.6
4	Sean Burke	0.1865	0.3119	0.3929	88.4	28.3	60.1
5	Michael Lorenzen	0.0743	0.1961	0.4074	166.7	107.7	59.0
6	Mitchell Parker	0.1945	0.2988	0.4848	168.4	110.6	57.8
7	Nick Martinez	0.0881	0.1949	0.3500	139.2	83.0	56.2
8	Randy Vásquez	0.0730	0.1946	0.2500	67.8	12.4	55.3
9	Jack Kochanowicz	0.1138	0.2451	0.4783	156.8	102.2	54.7
10	Andrew Heaney	0.1579	0.2801	0.3704	82.8	30.4	52.4

Razzball

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Carlos Vargas	0.2067	0.0493	0.0714	54.2	3.8	50.4
2	Bailey Falter	0.3348	0.2321	0.2692	48.7	1.8	46.9
3	MacKenzie Gore	0.2808	0.3400	0.5000	129.7	86.0	43.7
4	Lake Bachar	0.2067	0.0597	0.0377	58.4	16.4	42.0
5	Framber Valdez	0.2500	0.2905	0.3548	61.3	24.7	36.6
6	Carson Palmquist	0.2067	0.4095	0.4444	36.6	0.2	36.4
7	Zac Gallen	0.2532	0.2920	0.4545	140.5	104.9	35.6
8	Hunter Dobbins	0.2067	0.0637	0.0769	40.5	5.2	35.3
9	Drew Pomeranz	0.2067	0.0322	0.0351	40.6	6.2	34.4
10	Bryce Elder	0.1111	0.1557	0.3929	172.0	138.2	33.8

Steamer

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Cade Horton	0.3717	0.1124	0.1739	105.8	13.3	92.4
2	Colin Rea	0.1110	0.1810	0.2188	55.2	2.8	52.4
3	Bryan Woo	0.3461	0.2804	0.2333	100.2	58.9	41.3
4	Gavin Williams	0.3554	0.3042	0.1613	153.8	124.2	29.5
5	Casey Mize	0.3624	0.3105	0.2143	108.1	81.4	26.7
6	Cade Povich	0.1293	0.1722	0.3636	102.5	77.0	25.4
7	Simeon Woods Richardson	0.3753	0.3132	0.1739	106.3	81.4	24.9
8	Troy Melton	0.3860	0.2487	0.1250	51.4	28.3	23.1
9	Nolan McLean	0.3603	0.2328	0.1250	48.8	26.6	22.2
10	Jack Perkins	0.3417	0.1947	0.1667	32.1	9.9	22.2

The BAT

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Chase Dollander	0.2067	0.3131	0.5714	159.5	99.1	60.4
2	Quinn Priester	0.2067	0.0889	0.1034	69.4	12.4	57.0
3	Carson Palmquist	0.2067	0.4095	0.4444	41.1	0.2	40.8
4	Jack Dreyer	0.2067	0.0527	0.0299	55.2	17.3	37.9
5	Clay Holmes	0.1844	0.2044	0.2424	38.9	3.1	35.7
6	Brandon Pfaadt	0.3273	0.2542	0.2727	44.2	11.5	32.7
7	Edward Cabrera	0.3631	0.2788	0.2692	56.4	25.0	31.3
8	Tyler Phillips	0.2067	0.0775	0.0185	59.9	29.0	30.9
9	Juan Mejia	0.2067	0.0627	0.0364	45.3	15.6	29.6
10	Drew Pomeranz	0.2067	0.0322	0.0351	35.5	6.2	29.2

ZiPS

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Quinn Priester	0.3077	0.0889	0.1034	132.1	12.4	119.7
2	José Soriano	0.1613	0.2847	0.3548	141.6	26.5	115.1
3	Mike Vasil	0.3462	0.0785	0.0638	118.6	20.4	98.2
4	Tyler Phillips	0.3750	0.0775	0.0185	111.0	29.0	82.0
5	Davis Martin	0.2500	0.3421	0.3846	82.1	5.4	76.7
6	Graham Ashcraft	0.3684	0.0666	0.0806	81.2	5.5	75.6
7	Jeffrey Springs	0.1818	0.2523	0.3438	116.9	41.2	75.6
8	Ryne Nelson	0.2692	0.1272	0.0909	109.2	43.2	65.9
9	Ryan Bergert	0.3333	0.0939	0.1053	73.0	7.2	65.9
10	Jacob deGrom	0.1667	0.2282	0.2667	68.2	3.3	64.9

Save Rate

Everybody Missed for Save Rate

Player	Actual	ATC	Aggregate	Depth Charts	Marcel	OOPSY	Razzball	Steamer	The BAT	ZiPS
Carlos Estévez	0.6269	0.3172 (81.9)	0.3225 (79.5)	0.3438 (74.0)	0.3111 (90.1)	0.3281 (77.6)	0.2315 (103.7)	0.3363 (75.6)	0.3155 (83.0)	0.4000 (59.5)
Will Vest	0.3594	0.0357 (90.5)	0.0367 (89.1)	0.0441 (87.2)	0.0400 (96.2)	0.0294 (90.8)	0.0309 (90.5)	0.0436 (87.0)	0.0328 (92.0)	0.0476 (86.9)
Dennis Santana	0.2286	0.0793 (38.9)	0.0512 (45.5)	0.0308 (51.2)	0.0465 (54.4)	0.0303 (50.8)	0.0463 (46.5)	0.0349 (49.7)	0.0826 (38.7)	0.0364 (50.4)
Cade Smith	0.2105	0.0271 (53.5)	0.0254 (52.9)	0.0294 (51.9)	0.0222 (62.3)	0.0294 (51.3)	0.0000 (60.2)	0.0336 (50.2)	0.0311 (53.0)	0.0317 (51.9)
Daniel Palencia	0.4074	0.0031 (85.8)	0.0006 (85.6)	0.0000 (85.8)	0.0476 (81.5)	0.0000 (85.4)	0.0000 (85.5)	0.0000 (85.5)	0.0294 (80.7)	0.0000 (86.4)
Emilio Pagán	0.4571	0.0596 (105.9)	0.0575 (105.5)	0.0769 (100.5)	0.0541 (114.0)	0.0469 (108.0)	0.0000 (120.8)	0.0825 (98.6)	0.0516 (108.8)	0.1042 (93.8)

Individual Misses for Save Rate

ATC

Rank	Player	Proj	Actual	Error
1	Devin Williams	0.5531	0.2687	75.0
2	Jordan Romano	0.4537	0.1633	55.3
3	Ryan Pressly	0.4055	0.1136	54.1
4	Edwin Uceta	0.1770	0.0143	53.9
5	Lucas Erceg	0.2214	0.0328	48.2
6	Tyler Kinley	0.1885	0.0411	47.0
7	Robert Suarez	0.3919	0.5714	46.9
8	Tyler Holton	0.1369	0.0000	44.3
9	Ryan Helsley	0.5289	0.3621	43.3
10	Chris Martin	0.2612	0.0408	39.2

Aggregate

Rank	Player	Proj	Actual	Error
1	Devin Williams	0.5422	0.2687	73.1
2	Tyler Kinley	0.2132	0.0411	55.7
3	Ryan Pressly	0.3953	0.1136	52.9
4	Jordan Romano	0.4109	0.1633	48.0
5	Ryan Helsley	0.5348	0.3621	45.8
6	Aroldis Chapman	0.2758	0.4776	44.0
7	Chris Martin	0.2820	0.0408	43.5
8	Edwin Uceta	0.1303	0.0143	40.1
9	Andrés Muñoz	0.4308	0.5938	39.1
10	Jack Perkins	0.0000	0.2500	38.8

Depth Charts

Rank	Player	Proj	Actual	Error
1	Tyler Kinley	0.2656	0.0411	71.7
2	Devin Williams	0.4921	0.2687	60.0
3	Ryan Pressly	0.4098	0.1136	55.4
4	Ryan Walker	0.4118	0.2500	45.2
5	Ryan Helsley	0.5303	0.3621	44.4
6	Robert Suarez	0.4000	0.5714	43.9
7	Jordan Romano	0.3898	0.1633	43.9
8	Chris Martin	0.2759	0.0408	42.3
9	Andrés Muñoz	0.4219	0.5938	41.6
10	Aroldis Chapman	0.3016	0.4776	38.3

Marcel

Rank	Player	Proj	Actual	Error
1	Clay Holmes	0.3200	0.0000	212.9
2	Jeff Hoffman	0.0833	0.4648	115.0
3	Andrés Muñoz	0.2128	0.5938	101.7
4	Robert Suarez	0.2727	0.5714	85.5
5	Trevor Megill	0.1892	0.6000	82.6
6	Aroldis Chapman	0.1429	0.4776	80.7
7	Edwin Díaz	0.2703	0.4516	51.8
8	Jhoan Duran	0.2889	0.4444	50.2
9	Ryan Walker	0.0943	0.2500	46.5
10	Tanner Scott	0.2037	0.3770	45.8

OOPSY

Rank	Player	Proj	Actual	Error
1	Tyler Kinley	0.2812	0.0411	77.1
2	Aroldis Chapman	0.1905	0.4776	63.1
3	Devin Williams	0.4921	0.2687	60.5
4	Ryan Pressly	0.4098	0.1136	55.8
5	Chris Martin	0.3448	0.0408	54.7
6	Ryan Walker	0.4118	0.2500	45.8
7	Andrés Muñoz	0.4062	0.5938	45.0
8	Ryan Helsley	0.5303	0.3621	45.0
9	Jordan Romano	0.3898	0.1633	44.3
10	Edwin Uceta	0.1385	0.0143	43.2

Razzball

Rank	Player	Proj	Actual	Error
1	Devin Williams	0.5008	0.2687	62.7
2	Aroldis Chapman	0.2315	0.4776	53.9
3	Andrés Muñoz	0.3858	0.5938	50.3
4	Robert Suarez	0.3858	0.5714	47.3
5	Jeff Hoffman	0.3086	0.4648	42.0
6	David Bednar	0.2504	0.4219	40.5
7	Camilo Doval	0.0772	0.2319	40.3
8	Jack Perkins	0.0000	0.2500	38.7
9	Ryan Helsley	0.5008	0.3621	37.5
10	Jordan Romano	0.3527	0.1633	37.3

Steamer

Rank	Player	Proj	Actual	Error
1	Tyler Kinley	0.2675	0.0411	72.7
2	Devin Williams	0.4877	0.2687	59.2
3	Ryan Pressly	0.4146	0.1136	56.5
4	Ryan Walker	0.4163	0.2500	46.8
5	Ryan Helsley	0.5309	0.3621	45.0
6	Robert Suarez	0.3949	0.5714	44.9
7	Chris Martin	0.2844	0.0408	44.0
8	Andrés Muñoz	0.4147	0.5938	43.1
9	Jordan Romano	0.3823	0.1633	42.7
10	Aroldis Chapman	0.2938	0.4776	39.7

The BAT

Rank	Player	Proj	Actual	Error
1	Devin Williams	0.5476	0.2687	73.0
2	Jordan Romano	0.4547	0.1633	55.0
3	Ryan Pressly	0.4095	0.1136	54.3
4	Edwin Uceta	0.1745	0.0143	52.3
5	Lucas Erceg	0.2270	0.0328	49.0
6	Chris Martin	0.3123	0.0408	47.7
7	Tyler Kinley	0.1868	0.0411	45.7
8	Robert Suarez	0.4065	0.5714	43.6
9	Aroldis Chapman	0.2871	0.4776	42.8
10	Ryan Helsley	0.5247	0.3621	41.7

ZiPS

Rank	Player	Proj	Actual	Error
1	Devin Williams	0.6596	0.2687	102.7
2	Tyler Kinley	0.3269	0.0411	89.8
3	Ryan Pressly	0.4808	0.1136	67.9
4	Ryan Helsley	0.5932	0.3621	59.7
5	Calvin Faucher	0.4583	0.2308	59.5
6	Chris Martin	0.3636	0.0408	57.2
7	Edwin Díaz	0.6545	0.4516	53.8
8	Jordan Romano	0.4423	0.1633	53.2
9	Ryan Walker	0.4242	0.2500	47.9
10	Graham Ashcraft	0.1579	0.0000	46.5

Most Unique Misses for Save Rate

Players where this system’s error exceeded Aggregate’s error by the largest margin.

ATC

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Edwin Uceta	0.1770	0.1303	0.0143	53.9	40.1	13.8
2	Lucas Erceg	0.2214	0.1745	0.0328	48.2	37.5	10.8
3	Emmanuel Clase	0.5673	0.5144	0.5000	14.6	4.7	9.9
4	Kenley Jansen	0.3691	0.4073	0.4677	21.9	12.1	9.8
5	Garrett Whitlock	0.0820	0.0456	0.0161	20.8	11.2	9.6
6	Tyler Holton	0.1369	0.1065	0.0000	44.3	36.0	8.3
7	Robert Suarez	0.3919	0.4184	0.5714	46.9	38.8	8.1
8	Jason Adam	0.1154	0.0818	0.0000	32.5	24.5	8.1
9	Jordan Romano	0.4537	0.4109	0.1633	55.3	48.0	7.3
10	Cole Sands	0.0669	0.0396	0.0435	8.5	1.5	7.1

Depth Charts

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Tyler Kinley	0.2656	0.2132	0.0411	71.7	55.7	15.9
2	Cade Horton	0.0294	0.0000	0.0000	17.9	4.2	13.7
3	Jhoan Duran	0.3538	0.3988	0.4444	23.7	10.6	13.1
4	Eric Lauer	0.0294	0.0000	0.0000	16.0	3.8	12.2
5	Andrew Kittredge	0.0000	0.0414	0.0926	17.6	8.8	8.8
6	Emmet Sheehan	0.0294	0.0001	0.0000	10.9	2.6	8.3
7	Félix Bautista	0.4167	0.4732	0.5429	16.8	8.6	8.1
8	Ryan Walker	0.4118	0.3841	0.2500	45.2	38.0	7.2
9	Trevor Megill	0.4375	0.4734	0.6000	29.6	22.6	7.0
10	Matt Brash	0.0000	0.0334	0.0755	13.4	6.6	6.8

Marcel

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Clay Holmes	0.3200	0.0016	0.0000	212.9	7.4	205.5
2	Jeff Hoffman	0.0833	0.4049	0.4648	115.0	14.6	100.4
3	Andrés Muñoz	0.2128	0.4308	0.5938	101.7	39.1	62.5
4	Trevor Megill	0.1892	0.4734	0.6000	82.6	22.6	60.0
5	Robert Suarez	0.2727	0.4184	0.5714	85.5	38.8	46.8
6	Tanner Scott	0.2037	0.3695	0.3770	45.8	0.3	45.5
7	Jhoan Duran	0.2889	0.3988	0.4444	50.2	10.6	39.6
8	Aroldis Chapman	0.1429	0.2758	0.4776	80.7	44.0	36.7
9	Robert Garcia	0.0227	0.1185	0.1268	33.2	0.1	33.0
10	Félix Bautista	0.2857	0.4732	0.5429	39.3	8.6	30.6

OOPSY

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Tyler Kinley	0.2812	0.2132	0.0411	77.1	55.7	21.4
2	Tomoyuki Sugano	0.0294	0.0000	0.0000	26.8	6.0	20.8
3	Aroldis Chapman	0.1905	0.2758	0.4776	63.1	44.0	19.1
4	Jhoan Duran	0.3385	0.3988	0.4444	27.5	10.6	16.9
5	Pete Fairbanks	0.3667	0.4267	0.4426	16.0	1.7	14.3
6	Luke Jackson	0.0000	0.0662	0.1731	35.7	21.5	14.2
7	Tony Santillan	0.0172	0.0653	0.0875	18.1	4.0	14.0
8	Matthew Liberatore	0.0308	0.0142	0.0000	26.6	14.9	11.7
9	Tommy Kahnle	0.0345	0.0778	0.1364	24.5	13.3	11.2
10	Chris Martin	0.3448	0.2820	0.0408	54.7	43.5	11.2

Razzball

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	David Bednar	0.2504	0.3890	0.4219	40.5	6.0	34.5
2	Jeff Hoffman	0.3086	0.4049	0.4648	42.0	14.6	27.3
3	Carlos Estévez	0.2315	0.3225	0.6269	103.7	79.5	24.2
4	Robert Garcia	0.0309	0.1185	0.1268	23.1	0.1	23.0
5	Kenley Jansen	0.3086	0.4073	0.4677	34.9	12.1	22.8
6	Pete Fairbanks	0.3527	0.4267	0.4426	19.5	1.7	17.8
7	Emilio Pagán	0.0000	0.0575	0.4571	120.8	105.5	15.2
8	Cade Horton	0.0294	0.0000	0.0000	18.7	4.2	14.5
9	Camilo Doval	0.0772	0.1304	0.2319	40.3	25.8	14.5
10	Rafael Montero	0.0758	0.0227	0.0000	21.7	8.0	13.7

Steamer

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Tyler Kinley	0.2675	0.2132	0.0411	72.7	55.7	16.9
2	Jhoan Duran	0.3611	0.3988	0.4444	21.2	10.6	10.6
3	Ryan Walker	0.4163	0.3841	0.2500	46.8	38.0	8.8
4	Andrew Kittredge	0.0000	0.0414	0.0926	17.3	8.8	8.5
5	Calvin Faucher	0.3539	0.3231	0.2308	33.8	25.8	8.1
6	Félix Bautista	0.4248	0.4732	0.5429	15.4	8.6	6.8
7	Robert Garcia	0.1420	0.1185	0.1268	6.7	0.1	6.5
8	Matt Brash	0.0000	0.0334	0.0755	13.1	6.6	6.5
9	Angel Zerpa	0.0347	0.0120	0.0000	12.2	5.7	6.4
10	Robert Suarez	0.3949	0.4184	0.5714	44.9	38.8	6.1

The BAT

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Quinn Priester	0.0294	0.0000	0.0000	21.0	5.8	15.2
2	Shane Smith	0.0294	0.0000	0.0000	19.8	5.4	14.3
3	Dustin May	0.0294	0.0000	0.0000	18.8	5.2	13.6
4	Noah Cameron	0.0294	0.0000	0.0000	17.9	4.9	12.9
5	Brad Lord	0.0294	0.0000	0.0000	17.5	4.8	12.7
6	Slade Cecconi	0.0294	0.0000	0.0000	17.5	4.8	12.7
7	Edwin Uceta	0.1745	0.1303	0.0143	52.3	40.1	12.2
8	Chad Patrick	0.0294	0.0000	0.0000	16.2	4.4	11.7
9	Lucas Erceg	0.2270	0.1745	0.0328	49.0	37.5	11.6
10	Cade Horton	0.0294	0.0000	0.0000	15.3	4.2	11.1

ZiPS

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Mike Clevinger	1.4375	0.2865	0.0000	44.7	9.2	35.6
2	Tyler Kinley	0.3269	0.2132	0.0411	89.8	55.7	34.0
3	Calvin Faucher	0.4583	0.3231	0.2308	59.5	25.8	33.7
4	Devin Williams	0.6596	0.5422	0.2687	102.7	73.1	29.6
5	Graham Ashcraft	0.1579	0.0548	0.0000	46.5	18.1	28.4
6	Edwin Díaz	0.6545	0.5562	0.4516	53.8	29.3	24.6
7	Pete Fairbanks	0.5319	0.4267	0.4426	23.2	1.7	21.5
8	Mason Miller	0.5357	0.4634	0.3667	40.9	24.7	16.2
9	Raisel Iglesias	0.5690	0.5055	0.4143	42.7	26.6	16.0
10	Ryan Pressly	0.4808	0.3953	0.1136	67.9	52.9	15.0

Hold Rate

Everybody Missed for Hold Rate

Player	Actual	ATC	Aggregate	Depth Charts	Marcel	OOPSY	Razzball	Steamer	The BAT	ZiPS
Abner Uribe	0.4933	0.1374 (106.1)	0.1230 (108.8)	0.1273 (105.9)	0.1304 (118.4)	0.0204 (136.5)	0.1587 (105.1)	0.1206 (105.6)	0.1453 (102.8)	0.1591 (98.8)
Steven Matz	0.2453	0.0178 (70.4)	0.0296 (65.0)	0.0182 (66.9)	0.0714 (64.3)	0.0238 (63.8)	0.0685 (60.2)	0.0117 (66.4)	0.0185 (69.1)	0.0476 (60.3)
Tony Santillan	0.4125	0.2020 (63.4)	0.1936 (64.3)	0.1667 (70.8)	0.1538 (88.2)	0.1897 (62.6)	0.2469 (55.3)	0.1673 (68.2)	0.1750 (70.6)	0.1786 (69.6)
Justin Wrobleski	0.2917	0.0413 (70.2)	0.0403 (68.9)	0.0250 (71.7)	0.1034 (62.3)	0.0278 (69.7)	0.0875 (62.3)	0.0181 (71.4)	0.0302 (72.4)	0.0400 (69.7)

Individual Misses for Hold Rate

ATC

Rank	Player	Proj	Actual	Error
1	Brad Keller	0.0791	0.3676	79.7
2	Graham Ashcraft	0.1246	0.3710	70.0
3	Nick Martinez	0.0265	0.1250	67.4
4	Brendon Little	0.1538	0.3797	66.7
5	Matthew Liberatore	0.1004	0.0000	64.9
6	Bryan King	0.1727	0.3971	61.8
7	Joey Wentz	0.1382	0.0000	61.0
8	Ronny Henriquez	0.1820	0.3768	59.1
9	Ben Casparius	0.1070	0.2826	58.6
10	Garrett Whitlock	0.2024	0.3871	54.2

Aggregate

Rank	Player	Proj	Actual	Error
1	Joey Wentz	0.1947	0.0000	88.4
2	Nick Martinez	0.0176	0.1250	69.8
3	Graham Ashcraft	0.1291	0.3710	67.2
4	Matthew Liberatore	0.0954	0.0000	65.2
5	Brad Keller	0.1309	0.3676	63.9
6	Shane Smith	0.0909	0.0000	59.2
7	Jason Adam	0.2279	0.4462	57.5
8	Ronny Henriquez	0.1836	0.3768	57.0
9	Matt Brash	0.1092	0.3962	56.1
10	Brendon Little	0.1893	0.3797	54.6

Depth Charts

Rank	Player	Proj	Actual	Error
1	Joey Wentz	0.1846	0.0000	86.3
2	Graham Ashcraft	0.0727	0.3710	81.7
3	Matt Brash	0.0200	0.3962	72.8
4	Jason Adam	0.1791	0.4462	69.2
5	Nick Martinez	0.0217	0.1250	63.3
6	Brad Lord	0.0200	0.1458	62.9
7	Brad Keller	0.1311	0.3676	62.4
8	Ronny Henriquez	0.1607	0.3768	62.3
9	Griffin Jax	0.1571	0.3836	61.1
10	Adrian Houser	0.1000	0.0000	57.3

Marcel

Rank	Player	Proj	Actual	Error
1	José Soriano	0.1750	0.0000	101.9
2	Graham Ashcraft	0.0625	0.3710	97.3
3	Bryan King	0.0870	0.3971	94.7
4	Ronny Henriquez	0.1000	0.3768	94.3
5	Brad Keller	0.0800	0.3676	88.8
6	Brendon Little	0.1250	0.3797	85.3
7	Garrett Whitlock	0.1304	0.3871	85.2
8	Andre Pallante	0.1522	0.0000	84.3
9	Kyle Leahy	0.1071	0.2903	78.9
10	Jeremiah Estrada	0.1951	0.3896	69.5

OOPSY

Rank	Player	Proj	Actual	Error
1	Matthew Liberatore	0.1846	0.0000	129.3
2	Shane Smith	0.1724	0.0000	115.4
3	Dustin May	0.1321	0.0000	85.8
4	Ronny Henriquez	0.0800	0.3768	85.4
5	Phil Maton	0.0000	0.3492	82.9
6	Brad Keller	0.0526	0.3676	82.8
7	Graham Ashcraft	0.0755	0.3710	79.7
8	Joey Wentz	0.1579	0.0000	76.4
9	Matt Brash	0.0208	0.3962	71.7
10	Ben Casparius	0.0526	0.2826	71.6

Razzball

Rank	Player	Proj	Actual	Error
1	Nick Martinez	0.0000	0.1250	97.8
2	Jacob Latz	0.3030	0.0606	78.0
3	Brad Keller	0.1124	0.3676	75.5
4	Bryan King	0.1543	0.3971	71.8
5	Drew Rasmussen	0.1404	0.0000	71.5
6	Wandy Peralta	0.2998	0.0563	70.5
7	Emilio Pagán	0.2932	0.0286	66.5
8	Will Vest	0.2932	0.0469	64.8
9	Jorge Alcala	0.3549	0.0893	63.6
10	Devin Williams	0.0000	0.2239	62.7

Steamer

Rank	Player	Proj	Actual	Error
1	Joey Wentz	0.1919	0.0000	93.0
2	Graham Ashcraft	0.0730	0.3710	79.4
3	Matt Brash	0.0124	0.3962	72.7
4	Jason Adam	0.1731	0.4462	68.7
5	Nick Martinez	0.0130	0.1250	63.8
6	Brad Lord	0.0127	0.1458	62.6
7	Brad Keller	0.1284	0.3676	60.9
8	Griffin Jax	0.1573	0.3836	58.8
9	Ronny Henriquez	0.1668	0.3768	58.0
10	Ben Casparius	0.0965	0.2826	55.8

The BAT

Rank	Player	Proj	Actual	Error
1	Joey Wentz	0.2747	0.0000	122.7
2	Joey Cantillo	0.2608	0.0294	94.0
3	Graham Ashcraft	0.1003	0.3710	76.0
4	Matt Brash	0.0165	0.3962	75.0
5	Nick Martinez	0.0162	0.1250	72.2
6	Jason Adam	0.1792	0.4462	71.3
7	Brent Suter	0.2028	0.0000	59.9
8	José Buttó	0.3134	0.1091	58.9
9	Griffin Jax	0.1769	0.3836	57.6
10	Brock Stewart	0.0133	0.3721	56.6

ZiPS

Rank	Player	Proj	Actual	Error
1	Joey Wentz	0.3529	0.0000	157.1
2	Joey Cantillo	0.3333	0.0294	122.9
3	Jakob Junis	0.4231	0.1053	87.8
4	Brad Lord	0.0000	0.1458	78.2
5	Dustin May	0.1250	0.0000	74.5
6	Matt Brash	0.0222	0.3962	73.9
7	Jason Adam	0.1875	0.4462	69.1
8	Nick Martinez	0.0233	0.1250	67.7
9	Brent Suter	0.2128	0.0000	62.7
10	Matthew Boyd	0.0769	0.0000	57.1

Most Unique Misses for Hold Rate

Players where this system’s error exceeded Aggregate’s error by the largest margin.

ATC

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Wandy Peralta	0.2231	0.1430	0.0563	52.1	28.8	23.3
2	Tyler Phillips	0.0000	0.0685	0.1481	46.4	23.3	23.1
3	Jason Alexander	0.0660	0.0000	0.0000	22.1	1.8	20.3
4	Justin Topa	0.2248	0.1470	0.0741	40.3	21.0	19.4
5	Carmen Mlodzinski	0.1414	0.0910	0.0882	22.2	3.3	18.8
6	Cade Smith	0.3239	0.2560	0.2500	22.1	3.4	18.7
7	Ryan Zeferjahn	0.1452	0.2064	0.2742	33.2	16.1	17.1
8	Louis Varland	0.1343	0.1855	0.2973	48.3	31.5	16.8
9	Yennier Cano	0.3398	0.2440	0.2615	19.6	3.1	16.5
10	Garrett Whitlock	0.2024	0.2516	0.3871	54.2	38.2	16.0

Depth Charts

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Cade Horton	0.0660	0.0000	0.0000	36.5	2.5	34.0
2	Jason Alexander	0.0660	0.0000	0.0000	25.7	1.8	24.0
3	Mike Vasil	0.1186	0.0684	0.0638	27.7	4.2	23.5
4	Andrew Kittredge	0.0294	0.1415	0.2778	49.5	27.3	22.2
5	Carmen Mlodzinski	0.0192	0.0910	0.0882	24.5	3.3	21.1
6	Emmet Sheehan	0.0660	0.0000	0.0000	22.3	1.5	20.8
7	Rafael Montero	0.0208	0.1049	0.1356	26.4	6.4	19.9
8	Aaron Ashby	0.0263	0.0986	0.1395	27.7	9.6	18.1
9	Tomoyuki Sugano	0.0278	0.0066	0.0000	25.9	8.0	17.9
10	Matt Brash	0.0200	0.1092	0.3962	72.8	56.1	16.7

Marcel

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	José Soriano	0.1750	0.0005	0.0000	101.9	4.1	97.8
2	Andre Pallante	0.1522	0.0205	0.0000	84.3	18.4	65.9
3	Jacob deGrom	0.1200	0.0000	0.0000	57.4	3.5	53.9
4	Kris Bubic	0.1667	0.0237	0.0000	63.0	13.8	49.2
5	Garrett Whitlock	0.1304	0.2516	0.3871	85.2	38.2	47.1
6	Sandy Alcantara	0.1000	0.0000	0.0000	49.0	3.9	45.1
7	Bryan King	0.0870	0.2096	0.3971	94.7	50.1	44.6
8	Kyle Leahy	0.1071	0.1847	0.2903	78.9	36.4	42.5
9	José A. Ferrer	0.1613	0.2491	0.2917	53.3	12.1	41.3
10	Keegan Akin	0.1136	0.2277	0.2500	45.7	4.6	41.2

OOPSY

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Matthew Liberatore	0.1846	0.0954	0.0000	129.3	65.2	64.1
2	Shane Smith	0.1724	0.0909	0.0000	115.4	59.2	56.2
3	Carmen Mlodzinski	0.1967	0.0910	0.0882	51.7	3.3	48.4
4	Phil Maton	0.0000	0.1999	0.3492	82.9	35.7	47.2
5	Tomoyuki Sugano	0.0660	0.0066	0.0000	54.6	8.0	46.6
6	Dustin May	0.1321	0.0695	0.0000	85.8	43.7	42.2
7	Justin Sterner	0.0227	0.1873	0.2712	62.1	20.9	41.2
8	Brenan Hanifee	0.0227	0.1708	0.1852	38.4	2.4	36.0
9	Jimmy Herget	0.0208	0.1198	0.1525	40.5	9.5	31.0
10	Ronny Henriquez	0.0800	0.1836	0.3768	85.4	57.0	28.5

Razzball

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Jacob Latz	0.3030	0.1080	0.0606	78.0	18.3	59.7
2	Wandy Peralta	0.2998	0.1430	0.0563	70.5	28.8	41.7
3	Drew Rasmussen	0.1404	0.0457	0.0000	71.5	29.8	41.7
4	Jimmy Herget	0.3086	0.1198	0.1525	47.9	9.5	38.3
5	Taylor Clarke	0.3165	0.1133	0.0980	41.2	4.2	37.0
6	Scott Barlow	0.3549	0.2038	0.2133	37.4	1.3	36.1
7	Joe Boyle	0.2521	0.0796	0.0000	52.9	19.2	33.7
8	Génesis Cabrera	0.2778	0.0828	0.0750	34.5	2.4	32.1
9	Rafael Montero	0.3030	0.1049	0.1356	37.8	6.4	31.3
10	Nick Martinez	0.0000	0.0176	0.1250	97.8	69.8	28.0

Steamer

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Mike Vasil	0.1123	0.0684	0.0638	28.4	4.2	24.2
2	Andrew Kittredge	0.0186	0.1415	0.2778	50.1	27.3	22.8
3	Carmen Mlodzinski	0.0119	0.0910	0.0882	24.2	3.3	20.9
4	Rafael Montero	0.0136	0.1049	0.1356	26.2	6.4	19.7
5	Aaron Ashby	0.0158	0.0986	0.1395	28.4	9.6	18.8
6	Matt Brash	0.0124	0.1092	0.3962	72.7	56.1	16.6
7	Huascar Brazobán	0.0143	0.0902	0.2308	51.9	35.4	16.4
8	Tomoyuki Sugano	0.0174	0.0066	0.0000	24.3	8.0	16.3
9	Brad Lord	0.0127	0.0554	0.1458	62.6	46.5	16.1
10	Steven Wilson	0.0191	0.0972	0.1695	31.8	16.2	15.6

The BAT

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Joey Cantillo	0.2608	0.1332	0.0294	94.0	43.7	50.3
2	Joey Wentz	0.2747	0.1947	0.0000	122.7	88.4	34.3
3	Lou Trivino III	0.3675	0.2150	0.1064	54.7	23.6	31.1
4	Cade Horton	0.0660	0.0000	0.0000	32.9	2.5	30.4
5	Spencer Bivens	0.2134	0.1285	0.0741	48.8	20.5	28.4
6	Carmen Mlodzinski	0.0131	0.0910	0.0882	30.2	3.3	26.9
7	Andrew Kittredge	0.0194	0.1415	0.2778	53.1	27.3	25.9
8	Chase Dollander	0.0660	0.0076	0.0000	30.4	5.7	24.8
9	Quinn Priester	0.0660	0.0269	0.0000	45.1	21.0	24.1
10	Jakob Junis	0.2805	0.1909	0.1053	48.8	24.9	23.9

ZiPS

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Joey Cantillo	0.3333	0.1332	0.0294	122.9	43.7	79.2
2	Joey Wentz	0.3529	0.1947	0.0000	157.1	88.4	68.8
3	Jakob Junis	0.4231	0.1909	0.1053	87.8	24.9	62.9
4	Matthew Boyd	0.0769	0.0283	0.0000	57.1	24.1	33.0
5	Tyler Gilbert	0.3235	0.1715	0.1087	46.7	14.6	32.1
6	Brad Lord	0.0000	0.0554	0.1458	78.2	46.5	31.7
7	Dustin May	0.1250	0.0695	0.0000	74.5	43.7	30.9
8	Joe Ross	0.2500	0.1157	0.0270	51.4	21.4	30.0
9	Brant Hurter	0.2308	0.1277	0.1163	32.4	4.6	27.8
10	Cole Sands	0.3191	0.2275	0.1884	39.9	13.3	26.6

ERA

Everybody Missed for ERA

Player	Actual	ATC	Aggregate	Depth Charts	Marcel	OOPSY	Razzball	Steamer	The BAT	ZiPS
Hunter Brown	2.4281	3.7502 (1047.5)	3.7427 (1027.9)	3.6867 (1030.8)	4.0525 (1300.7)	3.5576 (975.7)	3.8571 (1062.0)	3.6989 (1046.1)	3.8702 (1059.7)	3.7200 (1025.0)
Nathan Eovaldi	1.7308	3.8925 (1129.1)	3.9706 (1158.3)	4.0291 (1217.0)	3.8432 (1127.0)	3.8348 (1147.2)	3.8807 (1080.2)	3.7878 (1101.7)	4.1801 (1220.5)	4.2500 (1306.1)
Jack Kochanowicz	6.8108	4.6830 (1030.7)	4.7365 (1013.2)	4.7812 (959.6)	4.0780 (1317.4)	4.6859 (981.0)	4.7040 (1064.5)	4.6477 (1023.5)	4.7912 (1028.2)	4.9079 (915.9)
Cristopher Sánchez	2.4950	3.5831 (970.6)	3.6729 (1027.5)	3.6429 (1051.6)	3.6595 (1068.6)	3.6443 (1096.0)	3.6818 (980.1)	3.4857 (931.9)	3.8497 (1102.4)	3.7942 (1140.4)
Bradley Blalock	9.3580	5.3101 (1081.6)	5.2438 (1105.2)	5.1429 (1116.4)	4.6250 (1257.6)	5.7773 (927.2)	4.8600 (1229.3)	5.4363 (1033.3)	4.2222 (1409.2)	4.8462 (1209.4)
Sandy Alcantara	5.3588	3.7290 (1128.7)	3.7180 (1151.4)	3.6000 (1194.6)	3.6829 (1129.5)	3.7161 (1068.2)	3.9396 (1036.6)	3.8058 (1034.7)	3.7001 (1227.2)	3.4242 (1356.3)
Trevor Rogers	1.8055	4.3799 (1137.5)	4.3601 (1120.9)	4.3043 (1122.7)	4.6913 (1288.3)	4.6446 (1289.3)	4.4573 (1133.5)	4.0246 (1008.2)	4.2222 (1027.1)	4.2985 (1102.8)

Individual Misses for ERA

ATC

Rank	Player	Proj	Actual	Error
1	Andrew Abbott	4.4951	2.8677	1191.6
2	Cade Horton	4.8365	2.6695	1086.1
3	Ben Brown	3.6024	5.9248	1042.0
4	Germán Márquez	4.8593	6.6966	1018.0
5	Mike Vasil	4.6459	2.4950	958.3
6	Mitchell Parker	4.2866	5.6842	930.1
7	Charlie Morton	4.3310	5.8310	906.0
8	Carlos Rodón	4.1192	3.0870	904.9
9	Jake Irvin	4.4495	5.7000	893.9
10	Kyle Gibson	4.4540	16.7838	891.7

Aggregate

Rank	Player	Proj	Actual	Error
1	Andrew Abbott	4.5745	2.8677	1232.7
2	Germán Márquez	4.7917	6.6966	1069.4
3	Ben Brown	3.6901	5.9248	1009.7
4	Mike Vasil	4.5126	2.4950	893.7
5	Antonio Senzatela	5.1052	6.6462	893.4
6	Kyle Gibson	4.5365	16.7838	887.1
7	Charlie Morton	4.3814	5.8310	885.6
8	Nick Pivetta	3.9904	2.8734	874.1
9	Cade Horton	4.4034	2.6695	870.7
10	Brandon Pfaadt	4.0178	5.2472	869.8

Depth Charts

Rank	Player	Proj	Actual	Error
1	Andrew Abbott	4.5398	2.8677	1249.9
2	Germán Márquez	4.7059	6.6966	1084.7
3	Ben Brown	3.6509	5.9248	999.9
4	Antonio Senzatela	4.9209	6.6462	970.3
5	Brandon Pfaadt	3.8654	5.2472	940.7
6	Freddy Peralta	3.8198	2.7000	921.9
7	Mike Vasil	4.5000	2.4950	913.8
8	Charlie Morton	4.2968	5.8310	901.8
9	Sean Newcomb	4.8689	2.7292	897.3
10	Kyle Gibson	4.3846	16.7838	893.8

Marcel

Rank	Player	Proj	Actual	Error
1	Germán Márquez	4.5141	6.6966	1195.4
2	Quinn Priester	4.9877	3.3178	1194.8
3	Antonio Senzatela	4.5877	6.6462	1173.4
4	Jack Leiter	5.4425	3.8571	1127.3
5	Garrett Crochet	3.7645	2.5860	1089.3
6	Nick Pivetta	4.1983	2.8734	1070.4
7	Charlie Morton	4.0641	5.8310	1051.0
8	Carlos Rodón	4.1420	3.0870	958.4
9	Chase Dollander	4.2222	6.5204	943.1
10	Mitchell Parker	4.2422	5.6842	929.6

OOPSY

Rank	Player	Proj	Actual	Error
1	Andrew Abbott	4.5084	2.8677	1265.1
2	Ben Brown	3.4896	5.9248	1050.8
3	Mike Vasil	4.6493	2.4950	999.6
4	Brandon Pfaadt	3.7739	5.2472	969.8
5	Germán Márquez	4.9129	6.6966	930.7
6	Adrian Houser	4.8774	3.3120	919.1
7	Jordan Hicks	3.8574	6.9505	905.6
8	Jake Irvin	4.3426	5.7000	903.8
9	Charlie Morton	4.2924	5.8310	869.6
10	Kyle Gibson	4.6776	16.7838	868.5

Razzball

Rank	Player	Proj	Actual	Error
1	Germán Márquez	4.2806	6.6966	1411.4
2	Antonio Senzatela	4.6891	6.6462	1192.3
3	Andrew Abbott	4.4936	2.8677	1131.1
4	Bryan Woo	4.3126	2.9411	1022.9
5	Charlie Morton	4.3372	5.8310	958.8
6	Nick Pivetta	4.1751	2.8734	958.6
7	Freddy Peralta	3.9793	2.7000	945.0
8	Ben Brown	3.9529	5.9248	917.6
9	Gavin Williams	4.3238	3.0596	909.5
10	Kyle Gibson	4.4619	16.7838	897.5

Steamer

Rank	Player	Proj	Actual	Error
1	Andrew Abbott	4.6680	2.8677	1343.6
2	Germán Márquez	4.7443	6.6966	1056.8
3	Ben Brown	3.6833	5.9248	980.5
4	Charlie Morton	4.1931	5.8310	963.8
5	Jake Irvin	4.3246	5.7000	953.3
6	Cade Horton	4.4320	2.6695	917.1
7	Mitchell Parker	4.2615	5.6842	912.5
8	Mike Vasil	4.4803	2.4950	909.2
9	Kyle Gibson	4.2647	16.7838	901.9
10	Jimmy Herget	4.8757	2.4840	886.9

The BAT

Rank	Player	Proj	Actual	Error
1	Andrew Abbott	4.8403	2.8677	1357.0
2	Carlos Rodón	4.4100	3.0870	1052.9
3	Chase Dollander	4.2222	6.5204	1008.5
4	Nick Pivetta	4.2269	2.8734	984.1
5	Noah Murdock	4.0211	13.2353	901.9
6	Kyle Gibson	4.7990	16.7838	874.1
7	Jordan Hicks	4.1951	6.9505	861.6
8	Mitchell Parker	4.4886	5.6842	858.5
9	Tomoyuki Sugano	5.8870	4.6433	847.2
10	Merrill Kelly	4.6401	3.5217	845.1

ZiPS

Rank	Player	Proj	Actual	Error
1	Andrew Abbott	4.4452	2.8677	1157.0
2	Germán Márquez	4.6341	6.6966	1151.5
3	Antonio Senzatela	4.7479	6.6462	1102.6
4	Paul Skenes	3.2885	1.9663	1052.8
5	Brandon Pfaadt	3.7687	5.2472	1046.5
6	Zac Gallen	3.4508	4.8281	1027.0
7	Ben Brown	3.7257	5.9248	984.1
8	Mike Vasil	4.6500	2.4950	959.8
9	Sean Newcomb	5.0174	2.7292	939.3
10	Nick Lodolo	4.6731	3.3319	934.3

Most Unique Misses for ERA

Players where this system’s error exceeded Aggregate’s error by the largest margin.

ATC

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Cade Horton	4.8365	4.4034	2.6695	1086.1	870.7	215.4
2	Jack Leiter	4.9134	4.5995	3.8571	756.5	541.2	215.3
3	McCade Brown	4.2222	5.9135	7.3636	381.4	170.7	210.7
4	Slade Cecconi	4.6069	4.2535	4.2955	232.3	29.1	203.2
5	Ryan Rolison	4.2222	5.2525	7.0157	517.0	321.9	195.1
6	Will Warren	4.6247	4.2776	4.4353	216.2	44.4	171.9
7	Shane Baz	4.0583	4.3114	4.8697	495.4	329.2	166.2
8	Louis Varland	4.3998	3.9109	2.9725	456.5	306.0	150.4
9	Grant Anderson	4.6626	4.1944	3.2297	462.8	317.0	145.8
10	Stephen Kolek	4.5949	4.3161	3.5148	550.8	413.4	137.5

Depth Charts

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	McCade Brown	4.2222	5.9135	7.3636	376.3	170.7	205.6
2	Ryan Rolison	4.2222	5.2525	7.0157	509.2	321.9	187.3
3	Nick Lodolo	4.2955	4.0985	3.3319	718.3	553.4	164.9
4	Nick Martinez	3.9828	4.2734	4.4547	216.3	58.7	157.6
5	Paul Skenes	3.0000	2.8469	1.9663	871.6	715.4	156.2
6	Drew Pomeranz	4.2222	3.6059	2.1745	447.2	309.9	137.3
7	Walker Buehler	4.1918	4.4852	4.9286	328.5	196.6	131.9
8	Jake Woodford	4.2222	5.0184	6.4404	350.7	225.5	125.2
9	Eduardo Rodriguez	3.8658	4.1053	5.0151	689.9	565.2	124.7
10	Sean Burke	4.7234	4.5767	4.2208	392.1	268.9	123.2

Marcel

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Will Warren	5.3973	4.2776	4.4353	797.6	44.4	753.2
2	Garrett Crochet	3.7645	3.0652	2.5860	1089.3	467.7	621.6
3	Jack Leiter	5.4425	4.5995	3.8571	1127.3	541.2	586.1
4	Slade Cecconi	5.2000	4.2535	4.2955	580.0	29.1	551.0
5	Quinn Priester	4.9877	4.2401	3.3178	1194.8	664.5	530.3
6	Nick Martinez	3.4737	4.2734	4.4547	560.9	58.7	502.2
7	Jacob deGrom	3.6432	3.0403	2.9710	556.5	110.1	446.4
8	Jeffrey Springs	3.3471	4.0073	4.1053	426.7	1.8	424.8
9	Louis Varland	5.1190	3.9109	2.9725	682.7	306.0	376.7
10	Shane Baz	3.7241	4.3114	4.8697	700.9	329.2	371.7

OOPSY

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Kyle Freeland	5.4253	5.1259	4.9795	464.2	171.4	292.8
2	Noah Cameron	4.2679	4.0198	2.9928	825.1	624.0	201.1
3	Ranger Suarez	3.9608	3.7712	3.2034	629.1	431.7	197.3
4	Will Warren	3.8894	4.2776	4.4353	239.7	44.4	195.3
5	Brad Lord	4.8456	4.6282	4.3393	390.5	209.8	180.7
6	Luis Severino	4.0363	4.4021	4.5369	205.7	27.8	177.9
7	Trevor Rogers	4.6446	4.3601	1.8055	1289.3	1120.9	168.4
8	Michael Lorenzen	4.8114	4.6474	4.6376	231.9	63.7	168.2
9	Adrian Houser	4.8774	4.6889	3.3120	919.1	762.7	156.4
10	Osvaldo Bido	3.8926	4.4354	5.8745	643.6	487.8	155.8

Razzball

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Bryan Woo	4.3126	3.7162	2.9411	1022.9	636.3	386.6
2	Germán Márquez	4.2806	4.7917	6.6966	1411.4	1069.4	342.0
3	Antonio Senzatela	4.6891	5.1052	6.6462	1192.3	893.4	298.9
4	Carmen Mlodzinski	4.8879	4.2663	3.5455	574.1	342.0	232.1
5	Luis Castillo	4.0717	3.6974	3.5369	419.1	190.6	228.5
6	McCade Brown	4.2222	5.9135	7.3636	392.3	170.7	221.6
7	Ryan Rolison	4.2222	5.2525	7.0157	533.8	321.9	211.9
8	Tanner Gordon	4.5233	5.0392	6.3319	600.1	403.5	196.6
9	Zack Littell	4.7264	4.4025	3.8089	717.4	522.9	194.6
10	Gavin Williams	4.3238	3.9950	3.0596	909.5	725.6	183.9

Steamer

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Drew Rasmussen	3.6901	3.4569	2.7600	640.1	463.5	176.7
2	Bryan Woo	3.8851	3.7162	2.9411	810.1	636.3	173.8
3	Zack Littell	4.5400	4.4025	3.8089	679.5	522.9	156.6
4	Ryan Pepiot	4.1741	4.0181	3.8648	321.5	168.9	152.6
5	Nick Martinez	4.5775	4.2734	4.4547	196.0	58.7	137.3
6	Miles Mikolas	4.2916	4.5619	4.8358	254.3	119.4	134.8
7	Sean Burke	4.7230	4.5767	4.2208	397.1	268.9	128.2
8	Gavin Williams	4.1077	3.9950	3.0596	853.4	725.6	127.8
9	David Peterson	3.7184	3.9621	4.2154	240.6	114.2	126.4
10	MacKenzie Gore	3.7411	3.9923	4.1712	180.8	56.8	124.0

The BAT

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Tomoyuki Sugano	5.8870	4.8714	4.6433	847.2	218.3	628.9
2	Jeffrey Springs	4.5484	4.0073	4.1053	324.1	1.8	322.3
3	Kevin Gausman	4.5102	4.0171	3.5907	721.5	404.4	317.1
4	Chase Dollander	4.2222	4.8308	6.5204	1008.5	703.1	305.4
5	Bradley Blalock	4.2222	5.2438	9.3580	1409.2	1105.2	304.0
6	Mitch Keller	4.7602	4.2725	4.1853	439.2	136.8	302.5
7	Davis Martin	5.0700	4.5724	4.1005	589.6	341.0	248.6
8	Merrill Kelly	4.6401	4.2326	3.5217	845.1	603.0	242.1
9	Kyle Freeland	5.5498	5.1259	4.9795	412.5	171.4	241.0
10	Patrick Corbin	5.4705	5.0260	4.4034	715.1	476.0	239.1

ZiPS

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Nick Martinez	3.5250	4.2734	4.4547	557.1	58.7	498.4
2	Walker Buehler	3.7742	4.4852	4.9286	587.8	196.6	391.2
3	Nick Lodolo	4.6731	4.0985	3.3319	934.3	553.4	380.9
4	Brad Lord	5.3000	4.6282	4.3393	586.8	209.8	377.0
5	Paul Skenes	3.2885	2.8469	1.9663	1052.8	715.4	337.4
6	Patrick Corbin	5.4783	5.0260	4.4034	788.2	476.0	312.3
7	Eduardo Rodriguez	3.6509	4.1053	5.0151	867.6	565.2	302.4
8	Jack Leiter	5.0370	4.5995	3.8571	835.8	541.2	294.7
9	Zac Gallen	3.4508	3.8234	4.8281	1027.0	739.3	287.7
10	Brady Singer	4.7671	4.4030	4.0314	608.4	334.3	274.1

WHIP

Everybody Missed for WHIP

Player	Actual	ATC	Aggregate	Depth Charts	Marcel	OOPSY	Razzball	Steamer	The BAT	ZiPS
Hunter Brown	1.0252	1.2510 (176.4)	1.2472 (170.7)	1.2590 (179.5)	1.2946 (219.4)	1.2433 (170.3)	1.2527 (181.7)	1.2557 (169.7)	1.2204 (161.0)	1.2600 (181.1)
Jack Kochanowicz	1.7477	1.3649 (187.7)	1.3926 (175.6)	1.4062 (168.5)	1.2540 (236.6)	1.4011 (169.6)	1.4282 (152.5)	1.4226 (165.3)	1.3536 (188.7)	1.3854 (178.5)
Eduardo Rodriguez	1.5421	1.2898 (163.9)	1.2965 (162.0)	1.2886 (167.4)	1.2777 (161.6)	1.3254 (139.6)	1.2863 (162.4)	1.3009 (165.8)	1.3127 (141.4)	1.2642 (183.4)
Cristopher Sánchez	1.0644	1.2232 (141.2)	1.2328 (145.7)	1.2321 (145.4)	1.2198 (151.0)	1.2263 (143.2)	1.2391 (158.6)	1.2456 (148.1)	1.2475 (168.4)	1.2151 (132.7)
Antonio Senzatela	1.8385	1.5089 (193.7)	1.4755 (216.8)	1.4460 (234.9)	1.4243 (236.4)	1.5052 (196.4)	1.4343 (236.3)	1.4599 (232.5)	1.5164 (183.2)	1.4302 (243.8)
Trevor Rogers	0.9027	1.3714 (205.1)	1.3638 (200.2)	1.3478 (193.5)	1.4515 (245.5)	1.3927 (213.8)	1.3681 (206.1)	1.3145 (175.1)	1.3009 (179.2)	1.3731 (204.8)
Nathan Eovaldi	0.8538	1.1810 (170.3)	1.2039 (179.7)	1.2093 (182.4)	1.1727 (173.9)	1.2064 (182.5)	1.1829 (174.0)	1.2218 (183.6)	1.2304 (199.4)	1.2014 (179.2)
Germán Márquez	1.7098	1.4055 (170.2)	1.3986 (176.7)	1.3856 (184.3)	1.3166 (213.6)	1.4024 (172.5)	1.3524 (198.3)	1.4168 (171.8)	1.4523 (137.0)	1.3640 (196.3)

Individual Misses for WHIP

ATC

Rank	Player	Proj	Actual	Error
1	Yusei Kikuchi	1.2130	1.4243	150.6
2	Charlie Morton	1.3344	1.5775	148.4
3	Erick Fedde	1.2702	1.5177	144.2
4	Shawn Armstrong	1.3016	0.8108	144.0
5	Eric Lauer	1.4296	1.1083	143.8
6	Andrew Abbott	1.3410	1.1483	142.9
7	Aroldis Chapman	1.3076	0.7011	142.0
8	Brad Keller	1.4585	0.9617	141.6
9	Matt Svanson	1.4666	0.8785	141.4
10	Nick Pivetta	1.1652	0.9853	141.3

Aggregate

Rank	Player	Proj	Actual	Error
1	Spencer Strider	1.0892	1.3963	159.0
2	Kevin Gausman	1.2370	1.0622	144.9
3	Charlie Morton	1.3482	1.5775	142.0
4	Merrill Kelly	1.2914	1.1141	141.7
5	Yusei Kikuchi	1.2291	1.4243	141.3
6	Bryan Woo	1.1058	0.9268	139.8
7	Nick Pivetta	1.1669	0.9853	139.7
8	Ryne Nelson	1.2797	1.0714	136.4
9	Matt Svanson	1.4488	0.8785	136.3
10	Shawn Armstrong	1.2767	0.8108	135.8

Depth Charts

Rank	Player	Proj	Actual	Error
1	Spencer Strider	1.0859	1.3963	160.6
2	Bryan Woo	1.1194	0.9268	149.8
3	Dustin May	1.1538	1.4207	148.6
4	Charlie Morton	1.3419	1.5775	146.0
5	Merrill Kelly	1.2953	1.1141	144.8
6	Kevin Gausman	1.2356	1.0622	144.0
7	Ryne Nelson	1.2857	1.0714	140.3
8	Andrew Abbott	1.3363	1.1483	137.0
9	Shawn Armstrong	1.2778	0.8108	136.1
10	Lance McCullers Jr.	1.3056	1.8072	134.1

Marcel

Rank	Player	Proj	Actual	Error
1	Nick Pivetta	1.2026	0.9853	179.5
2	Carlos Rodón	1.2360	1.0495	172.1
3	Yoshinobu Yamamoto	1.2041	0.9904	167.8
4	Ryne Nelson	1.3005	1.0714	161.4
5	Jacob deGrom	1.1244	0.9208	157.4
6	Garrett Crochet	1.1851	1.0276	154.0
7	Janson Junk	1.4448	1.1364	152.0
8	Kevin Gausman	1.2252	1.0622	150.9
9	Shawn Armstrong	1.3083	0.8108	150.3
10	Nick Lodolo	1.2806	1.0787	149.9

OOPSY

Rank	Player	Proj	Actual	Error
1	Spencer Strider	1.0729	1.3963	166.0
2	Merrill Kelly	1.3022	1.1141	152.3
3	Kevin Gausman	1.2423	1.0622	151.6
4	Yusei Kikuchi	1.2136	1.4243	150.7
5	Matt Svanson	1.4910	0.8785	147.0
6	Brad Keller	1.4635	0.9617	142.8
7	Nick Pivetta	1.1659	0.9853	141.3
8	Shawn Armstrong	1.2831	0.8108	138.5
9	Aroldis Chapman	1.2787	0.7011	135.2
10	Lance McCullers Jr.	1.3009	1.8072	134.5

Razzball

Rank	Player	Proj	Actual	Error
1	Bryan Woo	1.1560	0.9268	183.4
2	Spencer Strider	1.0666	1.3963	166.0
3	Zack Littell	1.2988	1.1036	164.7
4	Charlie Morton	1.3211	1.5775	153.5
5	Yusei Kikuchi	1.2042	1.4243	153.1
6	Ryne Nelson	1.2948	1.0714	151.7
7	Nick Pivetta	1.1687	0.9853	147.9
8	Stephen Kolek	1.4301	1.1450	141.5
9	Brad Keller	1.4502	0.9617	140.8
10	Merrill Kelly	1.2806	1.1141	140.8

Steamer

Rank	Player	Proj	Actual	Error
1	Bryan Woo	1.1771	0.9268	184.7
2	Yusei Kikuchi	1.1992	1.4243	172.0
3	Merrill Kelly	1.3246	1.1141	159.1
4	Spencer Strider	1.0994	1.3963	158.8
5	Charlie Morton	1.3387	1.5775	154.7
6	Nick Pivetta	1.1882	0.9853	148.0
7	Zack Littell	1.2905	1.1036	143.6
8	Ryne Nelson	1.2987	1.0714	142.1
9	Andrew Abbott	1.3519	1.1483	140.8
10	Dennis Santana	1.3681	0.8673	135.8

The BAT

Rank	Player	Proj	Actual	Error
1	Kevin Gausman	1.2773	1.0622	186.5
2	Carlos Rodón	1.2498	1.0495	178.2
3	Merrill Kelly	1.3191	1.1141	172.4
4	Nick Pivetta	1.1883	0.9853	164.8
5	Erick Fedde	1.2468	1.5177	152.9
6	Nick Lodolo	1.2912	1.0787	152.9
7	Dennis Santana	1.3776	0.8673	144.7
8	Andrew Abbott	1.3315	1.1483	142.8
9	Ryne Nelson	1.2747	1.0714	141.6
10	Bradley Blalock	1.3009	1.8409	141.5

ZiPS

Rank	Player	Proj	Actual	Error
1	Dustin May	1.1141	1.4207	171.1
2	Spencer Strider	1.0660	1.3963	170.6
3	Charlie Morton	1.3329	1.5775	151.0
4	Walker Buehler	1.2419	1.5159	147.1
5	Kevin Gausman	1.2337	1.0622	143.5
6	Shawn Armstrong	1.3020	0.8108	143.4
7	Lance McCullers Jr.	1.2817	1.8072	140.2
8	Aroldis Chapman	1.2865	0.7011	136.6
9	Brad Keller	1.4388	0.9617	135.4
10	Janson Junk	1.4253	1.1364	135.2

Most Unique Misses for WHIP

Players where this system’s error exceeded Aggregate’s error by the largest margin.

ATC

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	McCade Brown	1.3009	1.6498	1.8312	64.8	21.3	43.5
2	Juan Morillo	1.3009	1.5679	1.6893	56.6	16.6	40.0
3	Ryan Rolison	1.3009	1.5091	1.7717	87.7	48.3	39.4
4	Shane Baz	1.2437	1.2896	1.3347	53.2	23.4	29.8
5	Cade Horton	1.3541	1.2957	1.0847	135.9	106.2	29.7
6	Jack Leiter	1.3885	1.3534	1.2791	81.1	55.9	25.3
7	Eric Lauer	1.4296	1.3752	1.1083	143.8	118.9	24.9
8	Cole Henry	1.3009	1.4181	1.4241	25.8	1.5	24.3
9	Framber Valdez	1.1786	1.2127	1.2448	40.1	16.0	24.2
10	Sean Newcomb	1.5465	1.4927	1.3538	81.7	59.1	22.6

Depth Charts

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	McCade Brown	1.3009	1.6498	1.8312	65.3	21.3	43.9
2	Juan Morillo	1.3009	1.5679	1.6893	57.2	16.6	40.6
3	Ryan Rolison	1.3009	1.5091	1.7717	88.5	48.3	40.2
4	Paul Skenes	1.0977	1.0573	0.9485	118.4	88.7	29.8
5	Ryan Pepiot	1.2532	1.2158	1.1630	69.7	44.1	25.5
6	Jake Woodford	1.3009	1.4363	1.5963	48.1	25.1	23.0
7	Kai-Wei Teng	1.3009	1.4627	1.5506	33.0	10.5	22.5
8	Garrett Crochet	1.1210	1.0963	1.0276	86.1	65.8	20.3
9	Corbin Martin	1.3009	1.5216	1.7222	36.4	16.8	19.6
10	Dustin May	1.1538	1.1864	1.4207	148.6	129.7	18.9

Marcel

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Jacob deGrom	1.1244	0.9683	0.9208	157.4	39.9	117.5
2	Sean Burke	1.2298	1.3987	1.4442	108.9	19.8	89.1
3	Garrett Crochet	1.1851	1.0963	1.0276	154.0	65.8	88.2
4	Slade Cecconi	1.3222	1.2082	1.1894	89.6	16.9	72.8
5	Yoshinobu Yamamoto	1.2041	1.1178	0.9904	167.8	95.5	72.4
6	Casey Mize	1.3799	1.2900	1.2685	89.7	21.1	68.6
7	Shane Baz	1.1823	1.2896	1.3347	85.9	23.4	62.4
8	Jack Kochanowicz	1.2540	1.3926	1.7477	236.6	175.6	61.0
9	Hunter Brown	1.2946	1.2472	1.0252	219.4	170.7	48.8
10	José Soriano	1.2488	1.3355	1.3964	84.0	35.3	48.7

OOPSY

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Jacob deGrom	1.0031	0.9683	0.9208	65.4	39.9	25.5
2	Noah Cameron	1.3074	1.2659	1.0988	124.6	99.7	24.9
3	Sean Burke	1.3544	1.3987	1.4442	44.3	19.8	24.4
4	Adrian Houser	1.4536	1.4126	1.2800	98.0	75.0	22.9
5	Jacob Lopez	1.3437	1.2896	1.2734	34.2	11.3	22.9
6	Brayan Bello	1.3642	1.3367	1.2360	100.6	79.0	21.5
7	Michael Lorenzen	1.4327	1.4010	1.3271	73.4	52.2	21.2
8	Cole Henry	1.5011	1.4181	1.4241	22.3	1.5	20.8
9	Kyle Freeland	1.4463	1.4221	1.4201	29.6	10.0	19.6
10	Luis Castillo	1.1394	1.1682	1.1845	22.0	3.1	18.9

Razzball

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Quinn Priester	1.4288	1.3632	1.2394	137.9	88.8	49.1
2	Nick Martinez	1.3360	1.2786	1.2072	102.8	57.1	45.7
3	Bryan Woo	1.1560	1.1058	0.9268	183.4	139.8	43.7
4	McCade Brown	1.3009	1.6498	1.8312	64.1	21.3	42.8
5	Zack Littell	1.2988	1.2537	1.1036	164.7	123.2	41.5
6	Juan Morillo	1.3009	1.5679	1.6893	55.7	16.6	39.1
7	Ryan Rolison	1.3009	1.5091	1.7717	86.7	48.3	38.4
8	Yoshinobu Yamamoto	1.1630	1.1178	0.9904	132.9	95.5	37.5
9	Clay Holmes	1.3567	1.3153	1.3038	52.9	16.8	36.1
10	Drew Rasmussen	1.2007	1.1499	1.0200	118.4	83.1	35.3

Steamer

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Bryan Woo	1.1771	1.1058	0.9268	184.7	139.8	44.9
2	Yoshinobu Yamamoto	1.1810	1.1178	0.9904	131.9	95.5	36.5
3	MacKenzie Gore	1.2435	1.2864	1.3528	72.8	36.9	35.9
4	Drew Rasmussen	1.2179	1.1499	1.0200	117.1	83.1	34.0
5	Ryan Pepiot	1.2736	1.2158	1.1630	76.6	44.1	32.5
6	Yusei Kikuchi	1.1992	1.2291	1.4243	172.0	141.3	30.7
7	Jackson Rutledge	1.3276	1.4044	1.5136	60.6	32.0	28.6
8	Max Fried	1.2307	1.1865	1.1007	106.0	78.5	27.5
9	Tyler Holton	1.2173	1.1252	1.0424	55.3	29.7	25.6
10	Nick Martinez	1.3259	1.2786	1.2072	82.6	57.1	25.5

The BAT

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Tomoyuki Sugano	1.4606	1.3347	1.3312	104.6	10.6	94.0
2	Slade Cecconi	1.3009	1.2082	1.1894	74.7	16.9	57.8
3	Carlos Rodón	1.2498	1.1944	1.0495	178.2	123.9	54.3
4	Mitch Keller	1.3540	1.2953	1.2590	90.3	36.3	54.0
5	Bradley Blalock	1.3009	1.5055	1.8409	141.5	88.9	52.6
6	Luis Severino	1.3551	1.3057	1.3033	54.6	10.3	44.3
7	Chase Dollander	1.3009	1.4141	1.5510	99.0	55.0	44.0
8	Taijuan Walker	1.3009	1.3955	1.4070	43.3	0.4	43.0
9	McCade Brown	1.3009	1.6498	1.8312	63.6	21.3	42.3
10	Jeffrey Springs	1.2697	1.2246	1.2105	60.4	18.7	41.7

ZiPS

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Walker Buehler	1.2419	1.3450	1.5159	147.1	89.7	57.4
2	Garrett Crochet	1.1570	1.0963	1.0276	116.4	65.8	50.6
3	Patrick Corbin	1.5000	1.4330	1.3648	98.7	53.3	45.4
4	McCade Brown	1.3009	1.6498	1.8312	65.1	21.3	43.8
5	Paul Skenes	1.1154	1.0573	0.9485	132.3	88.7	43.7
6	Dustin May	1.1141	1.1864	1.4207	171.1	129.7	41.4
7	Sandy Alcantara	1.1414	1.1957	1.2710	86.4	47.0	39.3
8	Logan Webb	1.1378	1.1847	1.2367	73.0	34.1	38.9
9	Will Warren	1.2674	1.3162	1.3737	65.9	32.2	33.7
10	Logan Allen	1.3388	1.3841	1.3979	30.7	1.1	29.6