2026 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)

Everybody Missed for Plate Appearances (PA)

Player	Actual	ATC	Aggregate	Depth Charts	Marcel	OOPSY	Razzball	Steamer	The BAT	The BAT X	ZiPS
Addison Barger	28	470 (442.2)	485 (457.1)	518 (490.0)	479 (451.0)	518 (490.0)	514 (486.0)	439 (411.0)	470 (442.2)	470 (442.2)	514 (486.0)
Jonathan India	58	504 (445.6)	507 (448.7)	497 (439.0)	546 (488.0)	497 (439.0)	505 (447.0)	474 (415.6)	504 (445.6)	504 (445.6)	561 (503.0)

Individual Misses for Plate Appearances (PA)

ATC

Rank	Player	Proj	Actual	Error
1	Sam Antonacci	26	557	530.6
2	Tristan Peters	30	491	461.4
3	Brent Rooker	639	203	435.7
4	Brendan Donovan	569	159	410.3
5	Carlos Correa	546	141	404.7
6	Leody Taveras	86	482	395.9
7	Ildemaro Vargas	92	486	394.2
8	A.J. Ewing	100	492	392.0
9	Carson Williams	425	40	384.7
10	Parker Meadows	417	39	378.4

Aggregate

Rank	Player	Proj	Actual	Error
1	Sam Antonacci	101	557	455.8
2	Brent Rooker	634	203	431.4
3	Carson Williams	445	40	404.6
4	Brendan Donovan	561	159	401.7
5	Carlos Correa	539	141	398.0
6	Parker Meadows	432	39	392.6
7	Tristan Peters	115	491	376.4
8	Ildemaro Vargas	130	486	356.2
9	Jordan Beck	533	180	353.4
10	Roman Anthony	595	242	353.0

Depth Charts

Rank	Player	Proj	Actual	Error
1	Sam Antonacci	42	557	515.0
2	Brent Rooker	672	203	469.0
3	Tristan Peters	28	491	463.0
4	Carson Williams	469	40	429.0
5	Carlos Correa	567	141	426.0
6	Parker Meadows	448	39	409.0
7	Harrison Bader	518	111	407.0
8	Leody Taveras	77	482	405.0
9	Brendan Donovan	560	159	401.0
10	Jordan Beck	581	180	401.0

Marcel

Rank	Player	Proj	Actual	Error
1	Kevin McGonigle	100	707	607.0
2	Carson Benge	100	654	554.0
3	Kazuma Okamoto	100	636	536.0
4	TJ Rumfield	100	631	531.0
5	JJ Wetherholt	100	619	519.0
6	Sal Stewart	237	700	463.0
7	Chase DeLauter	100	559	459.0
8	Sam Antonacci	100	557	457.0
9	Carlos Santana	480	26	454.0
10	Munetaka Murakami	100	553	453.0

OOPSY

Rank	Player	Proj	Actual	Error
1	Sam Antonacci	42	557	515.0
2	A.J. Ewing	1	492	491.0
3	Henry Bolte	1	473	472.0
4	Brent Rooker	672	203	469.0
5	Tristan Peters	28	491	463.0
6	Carson Williams	469	40	429.0
7	Carlos Correa	567	141	426.0
8	Parker Meadows	448	39	409.0
9	Harrison Bader	518	111	407.0
10	Leody Taveras	77	482	405.0

Razzball

Rank	Player	Proj	Actual	Error
1	Sam Antonacci	17	557	540.0
2	Henry Bolte	14	473	459.0
3	Ty France	63	500	437.0
4	Carson Williams	458	40	418.0
5	Brent Rooker	619	203	416.0
6	Carlos Correa	547	141	406.0
7	Brendan Donovan	557	159	398.0
8	A.J. Ewing	100	492	392.0
9	Leody Taveras	90	482	392.0
10	Tristan Peters	100	491	391.0

Steamer

Rank	Player	Proj	Actual	Error
1	Sam Antonacci	54	557	502.5
2	A.J. Ewing	1	492	491.0
3	Henry Bolte	2	473	470.9
4	Tristan Peters	48	491	443.1
5	Brent Rooker	608	203	405.0
6	Ildemaro Vargas	88	486	398.1
7	Brendan Donovan	545	159	386.0
8	Ezequiel Duran	222	597	375.5
9	Kody Clemens	209	583	373.9
10	Parker Meadows	412	39	373.2

The BAT

Rank	Player	Proj	Actual	Error
1	Sam Antonacci	26	557	530.6
2	Tristan Peters	30	491	461.4
3	Brent Rooker	639	203	435.7
4	Brendan Donovan	569	159	410.3
5	Carlos Correa	546	141	404.7
6	Leody Taveras	86	482	395.9
7	Ildemaro Vargas	92	486	394.2
8	A.J. Ewing	100	492	392.0
9	Carson Williams	425	40	384.7
10	Parker Meadows	417	39	378.4

The BAT X

Rank	Player	Proj	Actual	Error
1	Sam Antonacci	26	557	530.6
2	Tristan Peters	30	491	461.4
3	Brent Rooker	639	203	435.7
4	Brendan Donovan	569	159	410.3
5	Carlos Correa	546	141	404.7
6	Leody Taveras	86	482	395.9
7	Ildemaro Vargas	92	486	394.2
8	A.J. Ewing	100	492	392.0
9	Carson Williams	425	40	384.7
10	Parker Meadows	417	39	378.4

ZiPS

Rank	Player	Proj	Actual	Error
1	Michael Arroyo	598	41	557.0
2	Kazuma Okamoto	100	636	536.0
3	Lazaro Montes	595	59	536.0
4	Jace Jung	546	11	535.0
5	Ryan Ward	589	60	529.0
6	Gabriel Gonzalez	535	11	524.0
7	Trei Cruz	520	5	515.0
8	Carson Williams	554	40	514.0
9	Bo Davidson	528	22	506.0
10	Otto Kemp	533	27	506.0

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	Jorbit Vivas	26	143	364	338.0	220.6	117.4
2	Alex Freeland	72	180	269	196.6	89.0	107.6
3	Luis Lara	100	201	212	112.0	11.0	101.0
4	A.J. Ewing	100	199	492	392.0	293.3	98.7
5	Pedro Ramírez	100	192	266	166.0	73.7	92.3
6	Tristan Peters	30	115	491	461.4	376.4	85.0
7	Edwin Arroyo	26	106	160	133.9	54.4	79.5
8	Petey Halpin	55	134	195	140.3	61.4	78.9
9	Denzer Guzman	39	118	304	265.0	186.3	78.7
10	Jacob Gonzalez	100	179	227	127.0	48.5	78.5

Depth Charts

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Jasson Domínguez	98	217	222	124.0	5.3	118.7
2	Christian Encarnacion-Strand	7	122	213	206.0	91.1	114.9
3	Samad Taylor	7	121	175	168.0	54.0	114.0
4	MJ Melendez	28	146	144	116.0	2.3	113.7
5	Joey Ortiz	630	518	415	215.0	103.4	111.6
6	Nick Sogard	14	123	277	263.0	153.8	109.2
7	Vaughn Grissom	119	225	474	355.0	248.8	106.2
8	Héctor Rodríguez	7	113	152	145.0	39.0	106.0
9	Luis Lara	100	201	212	112.0	11.0	101.0
10	Jordan Lawlar	518	417	136	382.0	281.1	100.9

Marcel

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Munetaka Murakami	100	552	553	453.0	1.5	451.5
2	JJ Wetherholt	100	507	619	519.0	112.2	406.8
3	Kazuma Okamoto	100	502	636	536.0	134.0	402.0
4	Kevin McGonigle	100	465	707	607.0	241.6	365.4
5	Justin Crawford	100	453	465	365.0	11.9	353.1
6	Chase DeLauter	100	433	559	459.0	126.4	332.6
7	Max Kepler	471	164	145	326.0	18.7	307.3
8	Michael Toglia	417	112	28	389.0	83.6	305.4
9	Carson Benge	100	388	654	554.0	266.1	287.9
10	Eric Wagaman	464	177	52	412.0	125.1	286.9

OOPSY

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Luis Lara	1	201	212	211.0	11.0	200.0
2	A.J. Ewing	1	199	492	491.0	293.3	197.7
3	Pedro Ramírez	1	192	266	265.0	73.7	191.3
4	Jacob Gonzalez	1	179	227	226.0	48.5	177.5
5	Yohendrick Piñango	1	173	180	179.0	6.9	172.1
6	Jose Fernandez	1	170	222	221.0	52.0	169.0
7	Jonah Cox	1	182	169	168.0	13.3	154.7
8	Cooper Pratt	1	146	266	265.0	119.8	145.2
9	Donovan Walton	1	146	268	267.0	122.3	144.7
10	Max Clark	1	144	206	205.0	61.7	143.3

Razzball

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Ty France	63	199	500	437.0	300.6	136.4
2	Max Clark	14	144	206	192.0	61.7	130.3
3	Henry Bolte	14	137	473	459.0	336.2	122.8
4	Cole Carrigg	14	134	372	358.0	238.5	119.5
5	Angel Martínez	182	300	416	234.0	116.0	118.0
6	Ryan Waldschmidt	78	193	284	206.0	90.8	115.2
7	Paul Goldschmidt	248	362	380	132.0	17.7	114.3
8	Jorbit Vivas	39	143	364	325.0	220.6	104.4
9	Esteury Ruiz	50	154	255	205.0	101.3	103.7
10	LaMonte Wade Jr.	14	118	146	132.0	28.4	103.6

Steamer

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Luis Lara	1	201	212	211.0	11.0	200.0
2	A.J. Ewing	1	199	492	491.0	293.3	197.7
3	Pedro Ramírez	1	192	266	265.0	73.7	191.3
4	Jacob Gonzalez	5	179	227	222.4	48.5	173.9
5	Jose Fernandez	1	170	222	221.0	52.0	169.0
6	Yohendrick Piñango	4	173	180	175.6	6.9	168.7
7	Jonah Cox	1	182	169	168.0	13.3	154.7
8	Cooper Pratt	1	146	266	265.0	119.8	145.2
9	Max Clark	2	144	206	203.7	61.7	142.0
10	Brett Bateman	1	143	181	179.8	37.9	141.8

The BAT

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Jorbit Vivas	26	143	364	338.0	220.6	117.4
2	Alex Freeland	72	180	269	196.6	89.0	107.6
3	Samad Taylor	19	121	175	155.6	54.0	101.5
4	Luis Lara	100	201	212	112.0	11.0	101.0
5	A.J. Ewing	100	199	492	392.0	293.3	98.7
6	Héctor Rodríguez	17	113	152	134.8	39.0	95.9
7	Victor Bericoto	19	118	116	97.0	1.8	95.2
8	Pedro Ramírez	100	192	266	166.0	73.7	92.3
9	Jase Bowen	12	102	103	91.0	1.2	89.8
10	Hao-Yu Lee	20	107	364	344.2	257.3	86.9

The BAT X

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Jorbit Vivas	26	143	364	338.0	220.6	117.4
2	Alex Freeland	72	180	269	196.6	89.0	107.6
3	Samad Taylor	19	121	175	155.6	54.0	101.5
4	Luis Lara	100	201	212	112.0	11.0	101.0
5	A.J. Ewing	100	199	492	392.0	293.3	98.7
6	Héctor Rodríguez	17	113	152	134.8	39.0	95.9
7	Victor Bericoto	19	118	116	97.0	1.8	95.2
8	Pedro Ramírez	100	192	266	166.0	73.7	92.3
9	Jase Bowen	12	102	103	91.0	1.2	89.8
10	Hao-Yu Lee	20	107	364	344.2	257.3	86.9

ZiPS

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Michael Arroyo	598	109	41	557.0	68.0	489.0
2	Ryan Ward	589	117	60	529.0	57.3	471.7
3	Jared Serna	528	101	32	496.0	68.7	427.3
4	Junior Perez	541	115	36	505.0	79.1	425.9
5	Grant McCray	554	131	91	463.0	40.0	423.0
6	César Prieto	519	103	39	480.0	63.7	416.3
7	Gabriel Gonzalez	535	120	11	524.0	109.3	414.7
8	Michael Toglia	525	112	28	497.0	83.6	413.4
9	Trei Cruz	520	107	5	515.0	101.8	413.2
10	Jace Jung	546	133	11	535.0	121.8	413.2

wOBA

Everybody Missed for wOBA

Player	Actual	ATC	Aggregate	Depth Charts	Marcel	OOPSY	Razzball	Steamer	The BAT	The BAT X	ZiPS
Ty France	0.3728	0.3054 (33.7)	0.3085 (32.2)	0.3160 (30.8)	0.3061 (35.7)	0.3165 (29.4)	0.3074 (32.8)	0.3119 (32.9)	0.2996 (34.9)	0.3077 (31.0)	0.3108 (33.7)
Randy Arozarena	0.3789	0.3268 (34.9)	0.3267 (35.1)	0.3257 (38.8)	0.3314 (35.0)	0.3288 (35.3)	0.3208 (39.1)	0.3249 (39.5)	0.3275 (32.2)	0.3281 (32.0)	0.3304 (36.1)
Vladimir Guerrero Jr.	0.3087	0.3824 (45.0)	0.3869 (47.5)	0.3869 (44.8)	0.3707 (34.9)	0.3958 (51.6)	0.3864 (47.2)	0.3941 (49.1)	0.3771 (43.8)	0.3899 (51.4)	0.3821 (41.5)
Pete Crow-Armstrong	0.4018	0.3133 (64.2)	0.3192 (60.1)	0.3250 (59.2)	0.3117 (68.8)	0.3274 (55.8)	0.3149 (63.3)	0.3245 (59.7)	0.3161 (59.8)	0.3116 (63.3)	0.3264 (58.6)
Jarren Duran	0.2742	0.3337 (36.2)	0.3336 (36.0)	0.3360 (34.7)	0.3448 (40.1)	0.3399 (38.4)	0.3253 (30.9)	0.3317 (32.0)	0.3276 (34.5)	0.3369 (40.0)	0.3405 (37.0)
Kyle Tucker	0.3188	0.3770 (36.6)	0.3745 (34.8)	0.3763 (33.1)	0.3709 (29.7)	0.3730 (32.5)	0.3707 (32.4)	0.3756 (32.5)	0.3770 (38.6)	0.3723 (35.5)	0.3759 (32.5)
Brice Turang	0.3568	0.3163 (27.5)	0.3145 (28.9)	0.3198 (28.4)	0.3135 (32.7)	0.3143 (30.6)	0.3133 (29.8)	0.3206 (28.0)	0.3084 (30.6)	0.3093 (30.2)	0.3195 (28.9)
Jake Bauers	0.3829	0.3099 (42.1)	0.3127 (40.7)	0.3273 (34.8)	0.3137 (42.7)	0.3184 (38.7)	0.3060 (44.6)	0.3129 (43.3)	0.2986 (46.7)	0.3021 (44.9)	0.3407 (27.4)
TJ Rumfield	0.3730	0.3104 (39.4)	0.3115 (38.9)	0.3239 (34.0)	0.3162 (38.8)	0.3125 (39.7)	0.3102 (39.8)	0.3186 (37.4)	0.3005 (43.6)	0.3007 (43.7)	0.3277 (32.0)

Individual Misses for wOBA

ATC

Rank	Player	Proj	Actual	Error
1	Miguel Vargas	0.3194	0.3649	32.0
2	Tristan Peters	0.2718	0.3367	31.9
3	Austin Riley	0.3390	0.2907	30.5
4	Cal Raleigh	0.3549	0.2975	30.5
5	Yordan Alvarez	0.3977	0.4414	30.2
6	Gunnar Henderson	0.3586	0.3157	30.1
7	Jordan Walker	0.2998	0.3443	29.7
8	José Ramírez	0.3606	0.3066	29.4
9	CJ Abrams	0.3158	0.3595	28.5
10	Ketel Marte	0.3720	0.3264	28.4

Aggregate

Rank	Player	Proj	Actual	Error
1	Austin Riley	0.3437	0.2907	33.3
2	Gunnar Henderson	0.3612	0.3157	31.8
3	Cal Raleigh	0.3548	0.2975	30.3
4	Miguel Vargas	0.3225	0.3649	30.0
5	José Ramírez	0.3577	0.3066	27.7
6	Jordan Walker	0.3034	0.3443	27.4
7	Tristan Peters	0.2813	0.3367	27.3
8	Julio Rodríguez	0.3536	0.3118	27.2
9	CJ Abrams	0.3183	0.3595	27.1
10	Liam Hicks	0.3054	0.3532	26.6

Depth Charts

Rank	Player	Proj	Actual	Error
1	Eduardo Valencia	0.1484	0.4295	39.4
2	Jared Young	0.2270	0.3324	37.7
3	Hao-Yu Lee	0.2270	0.3254	37.5
4	Brandon Valenzuela	0.1907	0.3056	32.4
5	Austin Riley	0.3453	0.2907	31.4
6	Gunnar Henderson	0.3650	0.3157	31.3
7	Miguel Vargas	0.3265	0.3649	30.4
8	Yordan Alvarez	0.4024	0.4414	30.3
9	Jordan Walker	0.3045	0.3443	29.7
10	Cal Raleigh	0.3548	0.2975	27.9

Marcel

Rank	Player	Proj	Actual	Error
1	Jac Caglianone	0.2773	0.3613	49.1
2	Miguel Vargas	0.3012	0.3649	48.2
3	Yordan Alvarez	0.3826	0.4414	43.9
4	Ben Rice	0.3351	0.3858	37.0
5	Jordan Walker	0.2982	0.3443	33.9
6	Kevin McGonigle	0.3162	0.3576	32.6
7	Elly De La Cruz	0.3356	0.3801	31.4
8	Junior Caminero	0.3422	0.3818	31.2
9	Trea Turner	0.3453	0.2982	29.6
10	Gabriel Moreno	0.3307	0.3799	29.6

OOPSY

Rank	Player	Proj	Actual	Error
1	Austin Riley	0.3592	0.2907	41.6
2	Gunnar Henderson	0.3741	0.3157	39.2
3	Nolan Arenado	0.2949	0.3495	34.2
4	Willson Contreras	0.3341	0.3913	31.9
5	Miguel Vargas	0.3221	0.3649	31.9
6	Bryce Eldridge	0.2957	0.3616	30.6
7	Cal Raleigh	0.3565	0.2975	30.0
8	Julio Rodríguez	0.3591	0.3118	29.4
9	Liam Hicks	0.3048	0.3532	28.2
10	Alex Bregman	0.3231	0.3579	26.2

Razzball

Rank	Player	Proj	Actual	Error
1	Miguel Vargas	0.3188	0.3649	32.7
2	Willson Contreras	0.3345	0.3913	30.6
3	Gunnar Henderson	0.3590	0.3157	30.2
4	Yordan Alvarez	0.4001	0.4414	28.8
5	Ben Rice	0.3433	0.3858	28.6
6	José Ramírez	0.3591	0.3066	28.4
7	Carson Benge	0.3005	0.3421	27.4
8	Sam Antonacci	0.2940	0.3428	27.3
9	Jordan Walker	0.3036	0.3443	27.3
10	CJ Abrams	0.3182	0.3595	27.2

Steamer

Rank	Player	Proj	Actual	Error
1	Gunnar Henderson	0.3657	0.3157	31.6
2	Miguel Vargas	0.3249	0.3649	31.6
3	Carson Benge	0.3037	0.3421	28.3
4	Austin Riley	0.3406	0.2907	28.3
5	José Ramírez	0.3635	0.3066	28.3
6	Willson Contreras	0.3442	0.3913	27.9
7	Ben Rice	0.3494	0.3858	27.6
8	Cal Raleigh	0.3532	0.2975	26.9
9	Tristan Peters	0.2873	0.3367	26.7
10	Carlos Narváez	0.3103	0.2133	26.2

The BAT

Rank	Player	Proj	Actual	Error
1	Cal Raleigh	0.3653	0.2975	37.7
2	Jordan Walker	0.2879	0.3443	35.4
3	José Ramírez	0.3650	0.3066	33.6
4	Austin Riley	0.3397	0.2907	33.0
5	Jac Caglianone	0.2992	0.3613	32.5
6	Chase DeLauter	0.2980	0.3592	32.3
7	Miguel Vargas	0.3164	0.3649	31.8
8	Gunnar Henderson	0.3573	0.3157	31.6
9	Julio Rodríguez	0.3565	0.3118	31.4
10	Liam Hicks	0.2958	0.3532	29.9

The BAT X

Rank	Player	Proj	Actual	Error
1	Austin Riley	0.3457	0.2907	36.6
2	CJ Abrams	0.3064	0.3595	32.7
3	Chase DeLauter	0.2982	0.3592	32.4
4	Ketel Marte	0.3735	0.3264	31.3
5	Liam Hicks	0.2949	0.3532	30.6
6	Elly De La Cruz	0.3306	0.3801	29.6
7	Jac Caglianone	0.3054	0.3613	29.2
8	Cal Raleigh	0.3493	0.2975	29.1
9	Griffin Conine	0.2780	0.3688	28.3
10	Julio Rodríguez	0.3519	0.3118	28.3

ZiPS

Rank	Player	Proj	Actual	Error
1	Jordan Walker	0.2964	0.3443	35.5
2	Yordan Alvarez	0.3966	0.4414	34.7
3	Austin Riley	0.3498	0.2907	33.9
4	Miguel Vargas	0.3250	0.3649	31.9
5	Gunnar Henderson	0.3624	0.3157	29.0
6	Cal Raleigh	0.3557	0.2975	28.0
7	Josh Jung	0.3059	0.3622	27.4
8	CJ Abrams	0.3234	0.3595	27.1
9	Matt McLain	0.3313	0.2717	26.9
10	Liam Hicks	0.3104	0.3532	26.7

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	Wade Meckler	0.2697	0.2896	0.3395	23.5	16.9	6.6
2	Jorbit Vivas	0.2714	0.2885	0.2944	8.4	2.2	6.1
3	Michael Busch	0.3516	0.3432	0.3344	12.3	6.2	6.1
4	Jim Jarvis	0.3162	0.2679	0.2460	8.7	2.7	6.0
5	Drew Cavanaugh	0.3162	0.2807	0.2729	7.2	1.3	5.9
6	Tommy White	0.3162	0.2872	0.2643	10.1	4.4	5.7
7	Osleivis Basabe	0.3162	0.2779	0.2694	6.7	1.2	5.5
8	Jared Young	0.2886	0.3050	0.3324	14.9	9.4	5.5
9	Jose Fernandez	0.3162	0.2694	0.2804	8.0	2.5	5.5
10	Jake McCarthy	0.3074	0.3159	0.3456	22.7	17.8	4.9

Depth Charts

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Jared Young	0.2270	0.3050	0.3324	37.7	9.4	28.2
2	Hao-Yu Lee	0.2270	0.2995	0.3254	37.5	9.5	28.1
3	Eduardo Valencia	0.1484	0.3024	0.4295	39.4	17.6	21.9
4	Brandon Valenzuela	0.1907	0.2660	0.3056	32.4	10.8	21.6
5	Nicky Lopez	0.3541	0.2834	0.2747	20.2	2.3	17.9
6	Anthony Seigler	0.2270	0.2982	0.3172	16.4	3.3	13.1
7	Christian Encarnacion-Strand	0.2543	0.3102	0.3578	23.1	10.2	12.9
8	Jose Siri	0.2362	0.2814	0.3064	18.8	6.3	12.5
9	Mickey Gasper	0.2648	0.3055	0.3593	22.3	12.1	10.2
10	Samad Taylor	0.2270	0.2806	0.3499	22.3	12.2	10.2

Marcel

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Jac Caglianone	0.2773	0.3235	0.3613	49.1	21.0	28.1
2	Miguel Vargas	0.3012	0.3225	0.3649	48.2	30.0	18.2
3	Yordan Alvarez	0.3826	0.4040	0.4414	43.9	26.0	18.0
4	Munetaka Murakami	0.3162	0.3406	0.3607	27.2	11.2	16.0
5	Colson Montgomery	0.3361	0.3083	0.3016	19.0	4.2	14.8
6	Nasim Nuñez	0.3102	0.2768	0.2461	29.3	15.1	14.2
7	Sal Stewart	0.3242	0.3384	0.3417	15.6	2.4	13.2
8	Junior Caminero	0.3422	0.3563	0.3818	31.2	18.0	13.1
9	Daylen Lile	0.3431	0.3192	0.3138	16.1	3.4	12.7
10	Kazuma Okamoto	0.3162	0.3323	0.3316	12.8	0.3	12.6

OOPSY

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Sal Stewart	0.3263	0.3384	0.3417	12.5	2.4	10.1
2	Nolan Arenado	0.2949	0.3087	0.3495	34.2	24.6	9.6
3	Alex Bregman	0.3231	0.3339	0.3579	26.2	16.9	9.2
4	Jonathan Aranda	0.3280	0.3386	0.3492	15.8	7.2	8.6
5	Jo Adell	0.3444	0.3292	0.3075	22.8	14.2	8.5
6	Bobby Witt Jr.	0.3875	0.3720	0.3521	20.8	12.5	8.3
7	Austin Riley	0.3592	0.3437	0.2907	41.6	33.3	8.3
8	Yandy Díaz	0.3419	0.3515	0.3534	9.6	1.4	8.2
9	Gunnar Henderson	0.3741	0.3612	0.3157	39.2	31.8	7.4
10	Bryce Eldridge	0.2957	0.3092	0.3616	30.6	23.6	7.1

Razzball

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Munetaka Murakami	0.3235	0.3406	0.3607	20.7	11.2	9.5
2	Mike Trout	0.3366	0.3507	0.3600	15.0	6.0	9.0
3	Petey Halpin	0.3162	0.2702	0.2573	11.4	2.5	8.9
4	Pete Alonso	0.3460	0.3577	0.3819	25.3	17.1	8.2
5	Jorge Barrosa	0.3162	0.2775	0.2628	9.2	2.5	6.7
6	Riley Greene	0.3340	0.3450	0.3684	20.6	14.0	6.6
7	Sam Antonacci	0.2940	0.3056	0.3428	27.3	20.8	6.5
8	Kyle Stowers	0.3205	0.3331	0.3438	12.1	5.5	6.5
9	Rafael Devers	0.3441	0.3538	0.3708	17.1	10.9	6.2
10	Jim Jarvis	0.3162	0.2679	0.2460	8.7	2.7	6.0

Steamer

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Mike Trout	0.3437	0.3507	0.3600	13.5	6.0	7.5
2	Caleb Durbin	0.3298	0.3146	0.3136	6.6	0.5	6.1
3	Carson Benge	0.3037	0.3081	0.3421	28.3	22.4	6.0
4	Ernie Clement	0.3116	0.2978	0.2840	14.0	8.5	5.6
5	Henry Bolte	0.2937	0.3003	0.3396	24.0	18.7	5.4
6	Geraldo Perdomo	0.3446	0.3321	0.3320	5.2	0.0	5.2
7	Nolan Schanuel	0.3474	0.3316	0.3276	6.6	1.7	4.9
8	Tyler Stephenson	0.3111	0.3168	0.3206	6.8	1.9	4.9
9	Hao-Yu Lee	0.2910	0.2995	0.3254	14.3	9.5	4.8
10	Nathan Church	0.3056	0.2910	0.2871	6.4	1.8	4.6

The BAT

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Jac Caglianone	0.2992	0.3235	0.3613	32.5	21.0	11.5
2	Ildemaro Vargas	0.2577	0.2790	0.2956	16.8	8.2	8.6
3	JJ Wetherholt	0.2962	0.3130	0.3188	11.9	3.7	8.2
4	Drake Baldwin	0.3195	0.3361	0.3587	22.0	14.0	8.0
5	Jordan Walker	0.2879	0.3034	0.3443	35.4	27.4	8.0
6	Cal Raleigh	0.3653	0.3548	0.2975	37.7	30.3	7.4
7	Nick Loftin	0.2821	0.3012	0.3120	11.3	4.7	6.6
8	Brayan Rocchio	0.2782	0.2929	0.3088	16.1	9.5	6.6
9	Drew Cavanaugh	0.3162	0.2807	0.2729	7.8	1.3	6.5
10	Paul Goldschmidt	0.2954	0.3159	0.3322	12.7	6.3	6.4

The BAT X

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Luis Arraez	0.3032	0.3213	0.3301	15.6	5.9	9.7
2	Steven Kwan	0.3026	0.3210	0.3312	16.2	6.6	9.6
3	Matt Olson	0.3348	0.3501	0.3534	10.9	2.4	8.4
4	Drake Baldwin	0.3192	0.3361	0.3587	22.4	14.0	8.4
5	Geraldo Perdomo	0.3166	0.3321	0.3320	8.4	0.0	8.4
6	JJ Wetherholt	0.2964	0.3130	0.3188	11.9	3.7	8.3
7	Jac Caglianone	0.3054	0.3235	0.3613	29.2	21.0	8.2
8	Cedric Mullins	0.3147	0.3019	0.2758	21.1	13.0	8.1
9	Chase Meidroth	0.2969	0.3121	0.3357	23.0	15.3	7.7
10	George Springer	0.3540	0.3438	0.3185	19.9	13.0	7.0

ZiPS

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Kazuma Okamoto	0.3162	0.3323	0.3316	13.2	0.3	12.9
2	Yordan Alvarez	0.3966	0.4040	0.4414	34.7	26.0	8.7
3	Jordan Walker	0.2964	0.3034	0.3443	35.5	27.4	8.1
4	Kyle Schwarber	0.3604	0.3667	0.3703	10.6	2.6	8.0
5	Jeff McNeil	0.3408	0.3221	0.3008	18.0	11.0	7.0
6	Brandon Lowe	0.3197	0.3250	0.3548	26.6	19.7	6.9
7	Chandler Simpson	0.2899	0.2945	0.3008	10.0	4.0	6.0
8	Bryce Harper	0.3672	0.3704	0.3766	10.2	4.4	5.8
9	Owen Caissie	0.3341	0.3118	0.3035	8.3	2.7	5.7
10	Brett Baty	0.3321	0.3157	0.3016	11.9	6.6	5.3

Strikeout Rate

Everybody Missed for Strikeout Rate

Player	Actual	ATC	Aggregate	Depth Charts	Marcel	OOPSY	Razzball	Steamer	The BAT	The BAT X	ZiPS
Austin Riley	0.3190	0.2611 (34.9)	0.2584 (36.6)	0.2589 (35.1)	0.2553 (38.8)	0.2539 (39.4)	0.2597 (34.6)	0.2616 (33.7)	0.2576 (37.2)	0.2588 (36.6)	0.2560 (37.7)
Zach Neto	0.3054	0.2451 (40.7)	0.2443 (41.2)	0.2436 (40.4)	0.2455 (40.7)	0.2384 (45.4)	0.2400 (42.9)	0.2387 (44.2)	0.2502 (37.3)	0.2498 (37.6)	0.2483 (37.9)
Josh Jung	0.1802	0.2548 (34.2)	0.2530 (33.5)	0.2532 (34.4)	0.2579 (35.4)	0.2515 (32.8)	0.2530 (34.3)	0.2525 (33.8)	0.2540 (33.8)	0.2501 (32.0)	0.2551 (34.7)
Ian Happ	0.2972	0.2355 (37.6)	0.2365 (36.9)	0.2371 (35.4)	0.2331 (39.4)	0.2359 (37.4)	0.2377 (35.0)	0.2390 (34.5)	0.2364 (37.2)	0.2357 (37.7)	0.2355 (37.2)
TJ Rumfield	0.1363	0.2045 (44.6)	0.2007 (42.3)	0.1976 (41.5)	0.2214 (55.0)	0.1999 (41.8)	0.2074 (47.6)	0.2064 (46.7)	0.1994 (41.3)	0.1993 (41.1)	0.1882 (34.8)
Spencer Torkelson	0.3170	0.2610 (32.7)	0.2591 (33.8)	0.2606 (31.8)	0.2548 (36.8)	0.2512 (38.7)	0.2634 (30.1)	0.2631 (30.6)	0.2599 (33.6)	0.2572 (35.3)	0.2582 (34.0)

Individual Misses for Strikeout Rate

ATC

Rank	Player	Proj	Actual	Error
1	Kazuma Okamoto	0.1849	0.2877	63.8
2	Chase Meidroth	0.1506	0.2193	42.6
3	Travis Bazzana	0.2838	0.2070	41.0
4	Zack Gelof	0.3351	0.2460	39.9
5	Colson Montgomery	0.2953	0.3558	37.0
6	Nolan Arenado	0.1383	0.2003	35.6
7	Braden Montgomery	0.2898	0.1973	34.7
8	Liam Hicks	0.1578	0.0993	33.8
9	Trent Grisham	0.2501	0.1839	33.3
10	Tristan Peters	0.2473	0.1833	32.6

Aggregate

Rank	Player	Proj	Actual	Error
1	Kazuma Okamoto	0.2016	0.2877	53.2
2	Chase Meidroth	0.1507	0.2193	42.4
3	Travis Bazzana	0.2827	0.2070	40.5
4	Zack Gelof	0.3259	0.2460	35.9
5	Colson Montgomery	0.2983	0.3558	35.0
6	Braden Montgomery	0.2898	0.1973	34.7
7	Liam Hicks	0.1583	0.0993	34.1
8	Nolan Arenado	0.1420	0.2003	33.4
9	Randy Arozarena	0.2629	0.2164	32.8
10	Trent Grisham	0.2486	0.1839	32.6

Depth Charts

Rank	Player	Proj	Actual	Error
1	Kazuma Okamoto	0.1696	0.2877	72.3
2	Travis Bazzana	0.2897	0.2070	45.0
3	Esmerlyn Valdez	0.2214	0.3763	43.2
4	Chase Meidroth	0.1500	0.2193	41.7
5	Braden Montgomery	0.2929	0.1973	36.5
6	Jared Young	0.2857	0.1842	36.2
7	Randy Arozarena	0.2651	0.2164	35.6
8	Zack Gelof	0.3214	0.2460	34.7
9	Trent Grisham	0.2491	0.1839	33.7
10	Mike Trout	0.3089	0.2603	33.6

Marcel

Rank	Player	Proj	Actual	Error
1	Munetaka Murakami	0.2214	0.3544	72.4
2	Colson Montgomery	0.2614	0.3558	58.9
3	Kevin McGonigle	0.2214	0.1414	58.0
4	Esmerlyn Valdez	0.2214	0.3763	43.9
5	Liam Hicks	0.1750	0.0993	43.1
6	Chase DeLauter	0.2214	0.1467	42.9
7	Owen Caissie	0.2409	0.3727	42.8
8	Sam Antonacci	0.2214	0.1472	42.5
9	Brayan Rocchio	0.2130	0.1436	42.3
10	Kazuma Okamoto	0.2214	0.2877	40.9

OOPSY

Rank	Player	Proj	Actual	Error
1	Colson Montgomery	0.2895	0.3558	40.7
2	Chase Meidroth	0.1568	0.2193	38.5
3	Liam Hicks	0.1655	0.0993	38.1
4	Travis Bazzana	0.2750	0.2070	36.5
5	Braden Montgomery	0.2893	0.1973	34.5
6	William Contreras	0.1958	0.1469	33.0
7	CJ Abrams	0.1887	0.2416	32.9
8	Kyle Manzardo	0.2256	0.3202	32.8
9	Chandler Simpson	0.1285	0.0784	32.2
10	Brice Turang	0.2019	0.2515	32.0

Razzball

Rank	Player	Proj	Actual	Error
1	Kazuma Okamoto	0.1714	0.2877	71.2
2	Chase Meidroth	0.1486	0.2193	42.6
3	Travis Bazzana	0.2824	0.2070	41.3
4	Colson Montgomery	0.2932	0.3558	37.1
5	Randy Arozarena	0.2673	0.2164	37.1
6	Liam Hicks	0.1611	0.0993	36.7
7	Zack Gelof	0.3254	0.2460	36.5
8	Trent Grisham	0.2526	0.1839	35.4
9	Mike Trout	0.3087	0.2603	33.5
10	Braden Montgomery	0.2826	0.1973	32.8

Steamer

Rank	Player	Proj	Actual	Error
1	Kazuma Okamoto	0.1701	0.2877	72.3
2	Chase Meidroth	0.1475	0.2193	43.6
3	Travis Bazzana	0.2814	0.2070	40.5
4	Colson Montgomery	0.2919	0.3558	38.3
5	Liam Hicks	0.1620	0.0993	36.9
6	Randy Arozarena	0.2661	0.2164	35.9
7	Zack Gelof	0.3221	0.2460	34.8
8	Trent Grisham	0.2500	0.1839	33.9
9	Munetaka Murakami	0.2896	0.3544	33.7
10	CJ Abrams	0.1876	0.2416	32.7

The BAT

Rank	Player	Proj	Actual	Error
1	Chase Meidroth	0.1497	0.2193	43.3
2	Kazuma Okamoto	0.2178	0.2877	43.0
3	Travis Bazzana	0.2810	0.2070	39.5
4	Zack Gelof	0.3342	0.2460	39.4
5	Nolan Arenado	0.1358	0.2003	37.3
6	Braden Montgomery	0.2892	0.1973	34.4
7	William Contreras	0.1959	0.1469	32.9
8	Liam Hicks	0.1561	0.0993	32.8
9	Colt Emerson	0.2080	0.3444	32.3
10	Andrew Benintendi	0.1681	0.2393	32.3

The BAT X

Rank	Player	Proj	Actual	Error
1	Chase Meidroth	0.1490	0.2193	43.8
2	Kazuma Okamoto	0.2177	0.2877	43.1
3	Zack Gelof	0.3362	0.2460	40.2
4	Travis Bazzana	0.2809	0.2070	39.4
5	Nolan Arenado	0.1346	0.2003	38.0
6	William Contreras	0.1987	0.1469	34.6
7	Braden Montgomery	0.2891	0.1973	34.3
8	Liam Hicks	0.1571	0.0993	33.3
9	Trent Grisham	0.2486	0.1839	32.4
10	Colt Emerson	0.2079	0.3444	32.4

ZiPS

Rank	Player	Proj	Actual	Error
1	Travis Bazzana	0.2947	0.2070	47.0
2	Braden Montgomery	0.3073	0.1973	41.3
3	Chase Meidroth	0.1530	0.2193	40.5
4	Kazuma Okamoto	0.2214	0.2877	40.1
5	Henry Bolte	0.3604	0.2812	39.0
6	Nolan Arenado	0.1400	0.2003	34.2
7	Zack Gelof	0.3207	0.2460	33.9
8	Mike Trout	0.3102	0.2603	33.7
9	Trent Grisham	0.2495	0.1839	33.3
10	Randy Arozarena	0.2627	0.2164	33.2

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	Drew Romo	0.3440	0.2602	0.2282	24.4	7.1	17.2
2	Tristan Peters	0.2473	0.2166	0.1833	32.6	17.6	15.0
3	Blaze Jordan	0.2214	0.1430	0.1508	14.6	1.0	13.5
4	Donovan Walton	0.2214	0.1749	0.1716	14.0	1.6	12.4
5	A.J. Ewing	0.2214	0.2445	0.2541	14.8	3.4	11.4
6	Weston Wilson	0.2214	0.2823	0.3169	17.0	5.9	11.2
7	Kazuma Okamoto	0.1849	0.2016	0.2877	63.8	53.2	10.7
8	Drew Cavanaugh	0.2214	0.3162	0.3012	12.8	2.9	9.9
9	Jonah Cox	0.2214	0.2774	0.3846	27.2	17.7	9.5
10	Jase Bowen	0.2214	0.3042	0.3981	17.9	9.4	8.5

Depth Charts

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Esmerlyn Valdez	0.2214	0.2921	0.3763	43.2	23.4	19.8
2	Kazuma Okamoto	0.1696	0.2016	0.2877	72.3	53.2	19.2
3	Blaze Jordan	0.2214	0.1430	0.1508	14.9	1.0	13.9
4	Jared Young	0.2857	0.2488	0.1842	36.2	23.0	13.3
5	Donovan Walton	0.2214	0.1749	0.1716	14.5	1.6	12.9
6	Anthony Seigler	0.2857	0.2180	0.1618	22.2	10.2	12.0
7	Victor Mesa Jr.	0.1429	0.2108	0.2023	14.4	2.9	11.5
8	Hao-Yu Lee	0.2857	0.2148	0.2390	18.6	7.9	10.7
9	A.J. Ewing	0.2214	0.2445	0.2541	13.9	3.4	10.5
10	Drew Cavanaugh	0.2214	0.3162	0.3012	12.5	2.9	9.6

Marcel

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Munetaka Murakami	0.2214	0.3348	0.3544	72.4	9.4	63.0
2	Kevin McGonigle	0.2214	0.1477	0.1414	58.0	6.3	51.7
3	Spencer Jones	0.2214	0.3797	0.3633	40.4	5.5	34.9
4	Javier Sanoja	0.1606	0.1055	0.0796	40.7	14.0	26.8
5	JJ Wetherholt	0.2214	0.1787	0.1680	34.3	8.2	26.1
6	Jorbit Vivas	0.2176	0.1478	0.1456	26.9	1.7	25.2
7	Carter Jensen	0.2140	0.2542	0.2819	39.7	15.2	24.5
8	Colson Montgomery	0.2614	0.2983	0.3558	58.9	35.0	23.9
9	Owen Caissie	0.2409	0.3091	0.3727	42.8	20.1	22.7
10	Nathan Church	0.2363	0.1492	0.1723	31.0	9.7	21.4

OOPSY

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Kevin McGonigle	0.1701	0.1477	0.1414	22.0	6.3	15.8
2	Chandler Simpson	0.1285	0.1099	0.0784	32.2	20.8	11.4
3	Jung Hoo Lee	0.1301	0.1132	0.0984	19.8	10.0	9.8
4	Luke Keaschall	0.1871	0.1714	0.1403	30.6	20.8	9.8
5	Garrett Mitchell	0.2838	0.3017	0.3145	15.0	5.4	9.5
6	Cole Young	0.1881	0.1755	0.1708	12.6	4.6	8.0
7	Patrick Wisdom	0.2214	0.3759	0.4200	9.8	2.1	7.7
8	Isaac Collins	0.1939	0.2086	0.2312	18.1	10.4	7.7
9	Luis Arraez	0.0532	0.0424	0.0427	8.5	1.5	7.0
10	Javier Sanoja	0.1197	0.1055	0.0796	20.9	14.0	6.9

Razzball

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Munetaka Murakami	0.2927	0.3348	0.3544	31.7	9.4	22.2
2	Kazuma Okamoto	0.1714	0.2016	0.2877	71.2	53.2	18.0
3	Donovan Walton	0.2214	0.1749	0.1716	14.5	1.6	12.9
4	A.J. Ewing	0.2214	0.2445	0.2541	13.9	3.4	10.5
5	Jonathan Aranda	0.2682	0.2548	0.2440	19.1	8.9	10.2
6	Elly De La Cruz	0.2488	0.2667	0.2752	14.0	3.8	10.2
7	Drew Cavanaugh	0.2214	0.3162	0.3012	12.5	2.9	9.6
8	Jonah Cox	0.2214	0.2774	0.3846	26.8	17.7	9.2
9	Jase Bowen	0.2214	0.3042	0.3981	17.7	9.4	8.3
10	Kahlil Watson	0.2214	0.3146	0.3516	11.5	3.1	8.3

Steamer

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Munetaka Murakami	0.2896	0.3348	0.3544	33.7	9.4	24.2
2	Kazuma Okamoto	0.1701	0.2016	0.2877	72.3	53.2	19.2
3	Elly De La Cruz	0.2505	0.2667	0.2752	13.2	3.8	9.4
4	Jonathan Aranda	0.2648	0.2548	0.2440	16.5	8.9	7.6
5	Tristan Peters	0.2277	0.2166	0.1833	23.7	17.6	6.1
6	Francisco Alvarez	0.2444	0.2591	0.3071	24.7	19.1	5.6
7	Garrett Mitchell	0.2903	0.3017	0.3145	10.7	5.4	5.3
8	Gunnar Henderson	0.2017	0.2106	0.2222	11.7	6.4	5.3
9	Drake Baldwin	0.1711	0.1807	0.2146	24.4	19.3	5.1
10	Josh Naylor	0.1565	0.1508	0.1215	25.3	20.7	4.6

The BAT

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Donovan Walton	0.2214	0.1749	0.1716	13.9	1.6	12.4
2	A.J. Ewing	0.2214	0.2445	0.2541	15.0	3.4	11.5
3	Drew Cavanaugh	0.2214	0.3162	0.3012	12.9	2.9	10.0
4	Jonah Cox	0.2214	0.2774	0.3846	27.2	17.7	9.5
5	Lazaro Montes	0.2214	0.3342	0.4068	10.8	4.1	6.7
6	Joshua Kuroda-Grauer	0.2214	0.1341	0.1351	6.6	0.1	6.4
7	Hao-Yu Lee	0.1974	0.2148	0.2390	14.3	7.9	6.4
8	Pedro Ramírez	0.2214	0.1979	0.1842	10.5	4.3	6.2
9	Sal Stewart	0.1842	0.1925	0.2214	24.4	18.5	6.0
10	Gage Workman	0.2214	0.3602	0.4146	7.8	2.1	5.7

The BAT X

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Donovan Walton	0.2214	0.1749	0.1716	13.9	1.6	12.4
2	A.J. Ewing	0.2214	0.2445	0.2541	15.0	3.4	11.6
3	Drew Cavanaugh	0.2214	0.3162	0.3012	12.9	2.9	10.0
4	Jonah Cox	0.2214	0.2774	0.3846	27.2	17.7	9.5
5	Lazaro Montes	0.2214	0.3342	0.4068	10.8	4.1	6.7
6	Hao-Yu Lee	0.1973	0.2148	0.2390	14.4	7.9	6.5
7	Riley Greene	0.2880	0.2767	0.2652	14.8	8.3	6.5
8	Joshua Kuroda-Grauer	0.2214	0.1341	0.1351	6.5	0.1	6.4
9	Pedro Ramírez	0.2214	0.1979	0.1842	10.5	4.3	6.2
10	Jordan Walker	0.2767	0.2672	0.2609	12.1	5.9	6.2

ZiPS

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	A.J. Ewing	0.2189	0.2445	0.2541	15.7	3.4	12.3
2	Henry Bolte	0.3604	0.3433	0.2812	39.0	30.6	8.4
3	Pete Alonso	0.2165	0.2291	0.2414	15.2	6.9	8.3
4	Hyeseong Kim	0.3017	0.2406	0.2366	8.9	0.9	8.1
5	Colt Keith	0.2267	0.2088	0.1986	13.3	5.4	7.9
6	Nick Kurtz	0.2757	0.2938	0.3249	19.9	12.4	7.6
7	Nathan Church	0.1333	0.1492	0.1723	16.8	9.7	7.1
8	José Fermín	0.1095	0.1282	0.1351	8.3	1.6	6.7
9	Braden Montgomery	0.3073	0.2898	0.1973	41.3	34.7	6.6
10	Travis Bazzana	0.2947	0.2827	0.2070	47.0	40.5	6.5

Walk Rate

Everybody Missed for Walk Rate

Player	Actual	ATC	Aggregate	Depth Charts	Marcel	OOPSY	Razzball	Steamer	The BAT	The BAT X	ZiPS
Steven Kwan	0.1334	0.0892 (25.8)	0.0915 (24.4)	0.0917 (25.9)	0.0883 (26.1)	0.0934 (24.1)	0.0943 (24.3)	0.0947 (23.8)	0.0901 (23.5)	0.0884 (24.6)	0.0902 (26.2)
Pete Crow-Armstrong	0.1143	0.0560 (39.7)	0.0561 (39.7)	0.0543 (42.8)	0.0551 (40.0)	0.0570 (40.0)	0.0563 (41.3)	0.0560 (41.3)	0.0564 (37.4)	0.0586 (35.8)	0.0523 (43.6)
Brice Turang	0.1324	0.0909 (25.6)	0.0917 (25.2)	0.0922 (26.6)	0.0903 (25.8)	0.0943 (24.4)	0.0931 (26.0)	0.0935 (25.5)	0.0899 (24.5)	0.0898 (24.6)	0.0902 (27.3)
Nick Kurtz	0.1820	0.0945 (36.4)	0.1167 (26.8)	0.1201 (26.4)	0.1128 (28.2)	0.1146 (28.3)	0.1220 (25.6)	0.1224 (25.3)	0.1236 (22.6)	0.1233 (22.7)	0.1164 (27.6)
Xander Bogaerts	0.1271	0.0807 (25.9)	0.0811 (25.7)	0.0821 (26.6)	0.0798 (26.1)	0.0831 (25.3)	0.0819 (26.8)	0.0821 (26.4)	0.0789 (25.3)	0.0789 (25.3)	0.0821 (26.0)
Bryan Reynolds	0.1273	0.0869 (25.7)	0.0872 (25.5)	0.0870 (27.5)	0.0843 (27.2)	0.0873 (26.4)	0.0863 (27.9)	0.0865 (27.6)	0.0876 (23.3)	0.0891 (22.2)	0.0868 (26.9)
Jake Bauers	0.1626	0.1173 (24.1)	0.1175 (24.0)	0.1224 (22.6)	0.1111 (27.4)	0.1153 (26.1)	0.1194 (24.4)	0.1207 (23.4)	0.1127 (25.2)	0.1129 (25.1)	0.1242 (21.0)
James Wood	0.1637	0.1167 (27.0)	0.1178 (26.4)	0.1211 (25.9)	0.1143 (28.2)	0.1131 (30.1)	0.1217 (25.5)	0.1213 (25.6)	0.1151 (26.3)	0.1151 (26.3)	0.1215 (25.0)
Gary Sánchez	0.1673	0.0801 (23.0)	0.0815 (22.6)	0.0800 (23.7)	0.0803 (22.8)	0.0863 (21.7)	0.0807 (23.5)	0.0815 (23.2)	0.0796 (22.4)	0.0792 (22.5)	0.0833 (22.5)
Taylor Ward	0.1631	0.1035 (34.0)	0.1039 (33.7)	0.1064 (33.8)	0.0998 (35.9)	0.0994 (37.3)	0.1026 (36.1)	0.1033 (35.5)	0.1048 (31.5)	0.1046 (31.6)	0.1092 (31.4)
Miguel Vargas	0.1435	0.1031 (25.8)	0.1045 (24.9)	0.1113 (21.9)	0.1012 (26.8)	0.1067 (24.3)	0.1097 (23.0)	0.1112 (21.7)	0.0958 (29.0)	0.0948 (29.7)	0.1101 (22.0)
Junior Caminero	0.1125	0.0679 (28.7)	0.0669 (29.5)	0.0692 (29.7)	0.0674 (28.8)	0.0652 (31.6)	0.0683 (30.3)	0.0687 (29.8)	0.0650 (28.9)	0.0653 (28.7)	0.0681 (29.7)
Brandon Marsh	0.0599	0.0974 (23.4)	0.0981 (23.8)	0.0986 (22.6)	0.1000 (25.2)	0.0990 (23.5)	0.0988 (22.7)	0.0991 (23.1)	0.0962 (24.3)	0.0972 (24.8)	0.0991 (23.5)

Individual Misses for Walk Rate

ATC

Rank	Player	Proj	Actual	Error
1	José Caballero	0.1091	0.0636	22.4
2	Matt Olson	0.1192	0.0917	21.8
3	Jake Burger	0.0518	0.0903	21.6
4	Kevin McGonigle	0.1002	0.1344	21.5
5	Ketel Marte	0.1098	0.0817	19.8
6	Yordan Alvarez	0.1256	0.1575	19.5
7	Bryce Harper	0.1228	0.1544	19.3

Aggregate

Rank	Player	Proj	Actual	Error
1	Kevin McGonigle	0.0997	0.1344	21.9
2	Matt Olson	0.1190	0.0917	21.6
3	Yordan Alvarez	0.1245	0.1575	20.4
4	Cole Young	0.0962	0.0690	19.7
5	Bryce Eldridge	0.0844	0.1317	19.6
6	Jake Burger	0.0553	0.0903	19.5
7	Bryce Harper	0.1228	0.1544	19.4

Depth Charts

Rank	Player	Proj	Actual	Error
1	Nicky Lopez	0.1429	0.0444	26.9
2	Jared Young	0.1429	0.0731	24.2
3	Victor Mesa Jr.	0.0000	0.0878	22.7
4	Hao-Yu Lee	0.1429	0.0824	22.4
5	Yordan Alvarez	0.1250	0.1575	21.8
6	Jake Burger	0.0555	0.0903	21.0
7	Bryce Harper	0.1233	0.1544	20.8

Marcel

Rank	Player	Proj	Actual	Error
1	Munetaka Murakami	0.0889	0.1664	40.6
2	Kevin McGonigle	0.0889	0.1344	29.2
3	Yordan Alvarez	0.1157	0.1575	26.1
4	Matt Olson	0.1184	0.0917	21.6
5	Zach Neto	0.0655	0.0994	21.0
6	Cole Young	0.0971	0.0690	20.6
7	Jakob Marsee	0.0892	0.1266	20.5

OOPSY

Rank	Player	Proj	Actual	Error
1	Yordan Alvarez	0.1195	0.1575	24.7
2	Jung Hoo Lee	0.0890	0.0501	23.8
3	Bryce Eldridge	0.0775	0.1317	23.3
4	Bryce Harper	0.1190	0.1544	23.0
5	Mike Trout	0.1304	0.1688	22.9
6	Kevin McGonigle	0.1003	0.1344	22.5
7	Michael Busch	0.0989	0.1296	20.2

Razzball

Rank	Player	Proj	Actual	Error
1	Cole Young	0.1049	0.0690	23.6
2	Mike Trout	0.1308	0.1688	23.4
3	Munetaka Murakami	0.1231	0.1664	23.4
4	Zach Neto	0.0690	0.0994	20.7
5	Manny Machado	0.0807	0.1123	20.7
6	Matt Olson	0.1194	0.0917	20.1
7	Yordan Alvarez	0.1275	0.1575	20.0

Steamer

Rank	Player	Proj	Actual	Error
1	Cole Young	0.1034	0.0690	22.9
2	Mike Trout	0.1315	0.1688	22.8
3	Munetaka Murakami	0.1262	0.1664	21.4
4	Zach Neto	0.0687	0.0994	20.7
5	Bryce Eldridge	0.0851	0.1317	20.3
6	Matt Olson	0.1193	0.0917	20.2
7	Manny Machado	0.0811	0.1123	20.2

The BAT

Rank	Player	Proj	Actual	Error
1	Kevin McGonigle	0.0857	0.1344	29.9
2	Matt Olson	0.1203	0.0917	24.4
3	TJ Rumfield	0.0734	0.1141	21.7
4	Ketel Marte	0.1088	0.0817	20.9
5	Esmerlyn Valdez	0.0698	0.1463	20.1
6	Willy Adames	0.1052	0.0733	19.4
7	Michael Busch	0.0968	0.1296	18.7

The BAT X

Rank	Player	Proj	Actual	Error
1	Kevin McGonigle	0.0857	0.1344	29.9
2	Matt Olson	0.1215	0.0917	25.3
3	TJ Rumfield	0.0734	0.1141	21.7
4	Ketel Marte	0.1093	0.0817	21.2
5	Esmerlyn Valdez	0.0699	0.1463	20.1
6	Willy Adames	0.1050	0.0733	19.3
7	Yordan Alvarez	0.1245	0.1575	18.5

ZiPS

Rank	Player	Proj	Actual	Error
1	Yordan Alvarez	0.1226	0.1575	22.7
2	Bryce Harper	0.1200	0.1544	22.4
3	Max Muncy	0.1527	0.1159	21.8
4	Jake Burger	0.0532	0.0903	21.8
5	Bryce Eldridge	0.0840	0.1317	20.5
6	Josh Bell	0.1126	0.0824	20.3
7	Pete Alonso	0.0854	0.1157	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	Nick Kurtz	0.0945	0.1167	0.1820	36.4	26.8	9.6
2	Jose Fernandez	0.0889	0.0434	0.0495	9.5	0.6	9.0
3	Tommy White	0.0889	0.0524	0.0256	13.0	5.9	7.1
4	Blaze Jordan	0.0889	0.0556	0.0352	11.4	4.8	6.6
5	Héctor Rodríguez	0.0889	0.0463	0.0461	7.1	0.6	6.5
6	Alika Williams	0.0889	0.0615	0.0433	11.4	5.0	6.3
7	Jacob Gonzalez	0.0889	0.0658	0.0529	9.0	3.8	5.3
8	José Caballero	0.1091	0.0983	0.0636	22.4	17.5	5.0
9	Jonah Cox	0.0889	0.0627	0.0592	5.6	1.2	4.4
10	Munetaka Murakami	0.1314	0.1388	0.1664	17.3	13.2	4.0

Depth Charts

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Hao-Yu Lee	0.1429	0.0753	0.0824	22.4	1.3	21.1
2	Victor Mesa Jr.	0.0000	0.0654	0.0878	22.7	4.9	17.8
3	Jared Young	0.1429	0.0891	0.0731	24.2	6.7	17.5
4	Nicky Lopez	0.1429	0.0809	0.0444	26.9	10.8	16.0
5	Christian Encarnacion-Strand	0.0000	0.0520	0.0516	10.8	0.8	9.9
6	Jose Fernandez	0.0889	0.0434	0.0495	9.0	0.6	8.4
7	Bryan Torres	0.1429	0.0978	0.0952	9.2	1.2	8.0
8	Nick Sogard	0.0714	0.0972	0.1119	10.9	3.1	7.8
9	Tommy White	0.0889	0.0524	0.0256	12.5	5.9	6.6
10	Héctor Rodríguez	0.0000	0.0463	0.0461	6.8	0.6	6.3

Marcel

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Munetaka Murakami	0.0889	0.1388	0.1664	40.6	13.2	27.3
2	Jakob Marsee	0.0892	0.1119	0.1266	20.5	6.8	13.6
3	Justin Crawford	0.0889	0.0690	0.0581	16.3	6.8	9.5
4	Konnor Griffin	0.0889	0.0615	0.0590	11.5	2.1	9.5
5	Jose Fernandez	0.0889	0.0434	0.0495	9.7	0.6	9.1
6	Jeremiah Jackson	0.0741	0.0495	0.0341	12.9	5.6	7.4
7	Kevin McGonigle	0.0889	0.0997	0.1344	29.2	21.9	7.3
8	Tommy White	0.0889	0.0524	0.0256	13.1	5.9	7.2
9	Nathan Church	0.0759	0.0615	0.0532	12.7	5.6	7.1
10	Blaze Jordan	0.0889	0.0556	0.0352	11.5	4.8	6.7

OOPSY

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Jung Hoo Lee	0.0890	0.0777	0.0501	23.8	18.1	5.7
2	Chase Meidroth	0.1162	0.1072	0.0949	15.2	10.3	4.9
3	Yordan Alvarez	0.1195	0.1245	0.1575	24.7	20.4	4.4
4	Travis Bazzana	0.1171	0.1074	0.1083	5.7	1.4	4.3
5	Kazuma Okamoto	0.1028	0.0947	0.0928	7.8	3.5	4.3
6	Jackson Holliday	0.1142	0.1020	0.0960	7.2	3.4	3.8
7	James Wood	0.1131	0.1178	0.1637	30.1	26.4	3.8
8	Bryce Eldridge	0.0775	0.0844	0.1317	23.3	19.6	3.7
9	Taylor Ward	0.0994	0.1039	0.1631	37.3	33.7	3.6
10	Bryce Harper	0.1190	0.1228	0.1544	23.0	19.4	3.6

Razzball

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Munetaka Murakami	0.1231	0.1388	0.1664	23.4	13.2	10.1
2	Jose Fernandez	0.0889	0.0434	0.0495	9.0	0.6	8.4
3	Tommy White	0.0889	0.0524	0.0256	12.5	5.9	6.6
4	Jacob Gonzalez	0.0889	0.0658	0.0529	8.4	3.8	4.6
5	José Fermín	0.1147	0.1009	0.0811	12.8	8.7	4.1
6	Mike Trout	0.1308	0.1346	0.1688	23.4	19.4	4.1
7	Jonah Cox	0.0889	0.0627	0.0592	5.2	1.2	4.0
8	Cole Young	0.1049	0.0962	0.0690	23.6	19.7	3.9
9	Andy Pages	0.0594	0.0624	0.0854	14.3	11.1	3.2
10	Chase Meidroth	0.1147	0.1072	0.0949	13.4	10.3	3.1

Steamer

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Munetaka Murakami	0.1262	0.1388	0.1664	21.4	13.2	8.2
2	Chase Meidroth	0.1162	0.1072	0.0949	14.6	10.3	4.4
3	José Fermín	0.1146	0.1009	0.0811	12.9	8.7	4.2
4	Sam Antonacci	0.0991	0.0897	0.0772	13.0	9.0	4.0
5	Mike Trout	0.1315	0.1346	0.1688	22.8	19.4	3.4
6	Jonathan Aranda	0.1071	0.0993	0.1033	3.5	0.3	3.2
7	Cole Young	0.1034	0.0962	0.0690	22.9	19.7	3.2
8	Brayan Rocchio	0.0846	0.0773	0.0642	12.9	9.9	3.0
9	Andy Pages	0.0595	0.0624	0.0854	14.1	11.1	3.0
10	Wilyer Abreu	0.1109	0.1045	0.1043	5.5	2.6	2.9

The BAT

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Jose Fernandez	0.0889	0.0434	0.0495	10.1	0.6	9.6
2	Kevin McGonigle	0.0857	0.0997	0.1344	29.9	21.9	8.0
3	Tommy White	0.0889	0.0524	0.0256	13.6	5.9	7.6
4	Nick Loftin	0.0735	0.0910	0.0962	7.0	0.7	6.3
5	Jacob Gonzalez	0.0889	0.0658	0.0529	9.6	3.8	5.9
6	JJ Wetherholt	0.0825	0.0947	0.1034	9.0	3.2	5.8
7	Chase DeLauter	0.0742	0.0873	0.1073	14.9	9.2	5.8
8	Jonah Cox	0.0889	0.0627	0.0592	6.1	1.2	4.9
9	Cole Carrigg	0.0889	0.0640	0.0753	7.4	2.9	4.6
10	Kazuma Okamoto	0.0988	0.0947	0.0928	7.9	3.5	4.4

The BAT X

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Jose Fernandez	0.0889	0.0434	0.0495	10.1	0.6	9.6
2	Kevin McGonigle	0.0857	0.0997	0.1344	29.9	21.9	8.0
3	Tommy White	0.0889	0.0524	0.0256	13.6	5.9	7.6
4	Nick Loftin	0.0730	0.0910	0.0962	7.2	0.7	6.5
5	Jacob Gonzalez	0.0889	0.0658	0.0529	9.6	3.8	5.9
6	JJ Wetherholt	0.0825	0.0947	0.1034	9.0	3.2	5.8
7	Chase DeLauter	0.0742	0.0873	0.1073	14.9	9.2	5.7
8	Jonah Cox	0.0889	0.0627	0.0592	6.1	1.2	4.9
9	Miguel Vargas	0.0948	0.1045	0.1435	29.7	24.9	4.8
10	Cole Carrigg	0.0889	0.0640	0.0753	7.4	2.9	4.6

ZiPS

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Ronald Acuña Jr.	0.1509	0.1357	0.1130	18.8	12.3	6.4
2	Pete Alonso	0.0854	0.0920	0.1157	19.8	14.1	5.7
3	Josh Bell	0.1126	0.1034	0.0824	20.3	15.5	4.8
4	Mookie Betts	0.1156	0.1064	0.0890	15.1	11.1	4.0
5	Pete Crow-Armstrong	0.0523	0.0561	0.1143	43.6	39.7	3.9
6	Chase Meidroth	0.1148	0.1072	0.0949	14.1	10.3	3.8
7	Max Muncy	0.1527	0.1448	0.1159	21.8	18.2	3.6
8	Nasim Nuñez	0.1050	0.0952	0.0994	3.8	0.3	3.5
9	Ryan Kreidler	0.1097	0.0951	0.0787	8.8	5.3	3.5
10	Alex Bregman	0.1121	0.1037	0.1083	4.1	0.7	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	The BAT X	ZiPS
Connor Norby	0.0287	0.0091 (7.2)	0.0091 (7.3)	0.0101 (6.9)	0.0101 (7.0)	0.0093 (7.3)	0.0086 (7.4)	0.0090 (7.3)	0.0091 (7.2)	0.0091 (7.2)	0.0096 (7.5)
Jo Adell	0.0273	0.0153 (7.4)	0.0145 (8.1)	0.0148 (7.9)	0.0149 (7.9)	0.0145 (8.1)	0.0140 (8.3)	0.0140 (8.3)	0.0138 (8.3)	0.0138 (8.3)	0.0157 (8.0)
Tommy Edman	0.0423	0.0103 (10.3)	0.0102 (10.4)	0.0099 (10.6)	0.0125 (9.7)	0.0102 (10.5)	0.0112 (10.1)	0.0110 (10.1)	0.0097 (10.5)	0.0097 (10.5)	0.0097 (11.0)
Iván Herrera	0.0432	0.0199 (16.1)	0.0181 (17.6)	0.0185 (17.3)	0.0217 (15.1)	0.0171 (18.4)	0.0184 (17.3)	0.0180 (17.6)	0.0171 (18.1)	0.0171 (18.1)	0.0194 (17.5)
Jake Mangum	0.0251	0.0085 (7.6)	0.0093 (7.3)	0.0081 (7.9)	0.0073 (8.3)	0.0099 (7.0)	0.0096 (7.1)	0.0090 (7.3)	0.0094 (7.1)	0.0094 (7.1)	0.0091 (7.9)
Henry Bolte	0.0317	0.0115 (9.2)	0.0159 (7.2)	0.0115 (9.3)	0.0115 (9.4)	0.0155 (7.5)	0.0143 (7.9)	0.0130 (8.5)	0.0115 (9.1)	0.0115 (9.1)	0.0208 (5.4)

Individual Misses for Hit By Pitch Rate

ATC

Rank	Player	Proj	Actual	Error
1	Sam Antonacci	0.0292	0.0521	12.3
2	Luke Keaschall	0.0195	0.0371	10.4
3	Tristan Peters	0.0040	0.0224	8.6
4	Willson Contreras	0.0301	0.0449	7.5
5	Jakob Marsee	0.0124	0.0244	6.9
6	Esteury Ruiz	0.0201	0.0471	6.7
7	JJ Wetherholt	0.0148	0.0258	6.4
8	Miguel Amaya	0.0181	0.0433	6.2
9	Jake Burger	0.0154	0.0065	6.0
10	Tyler Freeman	0.0305	0.0521	6.0

Aggregate

Rank	Player	Proj	Actual	Error
1	Sam Antonacci	0.0317	0.0521	11.0
2	Luke Keaschall	0.0198	0.0371	10.4
3	Willson Contreras	0.0297	0.0449	7.8
4	Tristan Peters	0.0069	0.0224	7.3
5	Randy Arozarena	0.0281	0.0388	6.8
6	Jakob Marsee	0.0133	0.0244	6.5
7	JJ Wetherholt	0.0149	0.0258	6.4
8	Esteury Ruiz	0.0217	0.0471	6.3
9	Tyler Freeman	0.0302	0.0521	6.1
10	Miguel Amaya	0.0189	0.0433	6.0

Depth Charts

Rank	Player	Proj	Actual	Error
1	Tristan Peters	0.0000	0.0224	10.7
2	Luke Keaschall	0.0229	0.0371	8.4
3	Jakob Marsee	0.0120	0.0244	7.2
4	Willson Contreras	0.0312	0.0449	7.0
5	Nicky Lopez	0.0000	0.0259	6.9
6	Willi Castro	0.0253	0.0126	6.3
7	Dillon Dingler	0.0140	0.0247	6.2
8	Randy Arozarena	0.0295	0.0388	5.9
9	Jared Young	0.0000	0.0175	5.8
10	Esteury Ruiz	0.0238	0.0471	5.8

Marcel

Rank	Player	Proj	Actual	Error
1	Sam Antonacci	0.0115	0.0521	22.4
2	Luke Keaschall	0.0160	0.0371	12.8
3	Jakob Marsee	0.0092	0.0244	9.1
4	JJ Wetherholt	0.0115	0.0258	8.6
5	Colson Montgomery	0.0085	0.0219	8.3
6	Cole Young	0.0088	0.0204	7.1
7	Willson Contreras	0.0314	0.0449	7.0
8	Willi Castro	0.0265	0.0126	6.9
9	Tyler Freeman	0.0284	0.0521	6.7
10	Alejandro Osuna	0.0101	0.0386	6.6

OOPSY

Rank	Player	Proj	Actual	Error
1	Luke Keaschall	0.0230	0.0371	8.4
2	Randy Arozarena	0.0272	0.0388	7.5
3	Tristan Peters	0.0070	0.0224	7.3
4	Willson Contreras	0.0307	0.0449	7.3
5	Sam Antonacci	0.0393	0.0521	6.8
6	Miguel Amaya	0.0189	0.0433	6.1
7	Victor Caratini	0.0184	0.0340	5.8
8	Esteury Ruiz	0.0245	0.0471	5.6
9	Jorbit Vivas	0.0259	0.0110	5.6
10	Isaac Paredes	0.0199	0.0288	5.6

Razzball

Rank	Player	Proj	Actual	Error
1	Sam Antonacci	0.0235	0.0521	15.5
2	Luke Keaschall	0.0171	0.0371	12.0
3	Willson Contreras	0.0257	0.0449	9.9
4	Esteury Ruiz	0.0180	0.0471	7.2
5	Tyler Freeman	0.0265	0.0521	7.2
6	JJ Wetherholt	0.0143	0.0258	6.7
7	Randy Arozarena	0.0281	0.0388	6.7
8	Miguel Amaya	0.0162	0.0433	6.7
9	Jakob Marsee	0.0130	0.0244	6.6
10	Dillon Dingler	0.0139	0.0247	6.1

Steamer

Rank	Player	Proj	Actual	Error
1	Sam Antonacci	0.0260	0.0521	14.1
2	Luke Keaschall	0.0170	0.0371	12.0
3	Willson Contreras	0.0260	0.0449	9.7
4	Tyler Freeman	0.0260	0.0521	7.3
5	Esteury Ruiz	0.0180	0.0471	7.2
6	JJ Wetherholt	0.0140	0.0258	6.9
7	Miguel Amaya	0.0160	0.0433	6.7
8	Randy Arozarena	0.0280	0.0388	6.7
9	Jakob Marsee	0.0130	0.0244	6.5
10	Tristan Peters	0.0090	0.0224	6.2

The BAT

Rank	Player	Proj	Actual	Error
1	Sam Antonacci	0.0240	0.0521	15.1
2	Luke Keaschall	0.0162	0.0371	12.4
3	Randy Arozarena	0.0259	0.0388	8.0
4	Willson Contreras	0.0292	0.0449	7.9
5	JJ Wetherholt	0.0124	0.0258	7.7
6	Tristan Peters	0.0068	0.0224	7.2
7	Tyler Freeman	0.0277	0.0521	6.8
8	Esteury Ruiz	0.0204	0.0471	6.6
9	Jakob Marsee	0.0133	0.0244	6.3
10	Miguel Amaya	0.0185	0.0433	6.1

The BAT X

Rank	Player	Proj	Actual	Error
1	Sam Antonacci	0.0240	0.0521	15.1
2	Luke Keaschall	0.0162	0.0371	12.4
3	Randy Arozarena	0.0259	0.0388	8.0
4	Willson Contreras	0.0292	0.0449	7.9
5	JJ Wetherholt	0.0124	0.0258	7.7
6	Tristan Peters	0.0068	0.0224	7.2
7	Tyler Freeman	0.0277	0.0521	6.8
8	Esteury Ruiz	0.0204	0.0471	6.6
9	Jakob Marsee	0.0133	0.0244	6.3
10	Miguel Amaya	0.0185	0.0433	6.1

ZiPS

Rank	Player	Proj	Actual	Error
1	Jakob Marsee	0.0124	0.0244	7.7
2	Tristan Peters	0.0076	0.0224	7.5
3	Zach Neto	0.0302	0.0199	6.9
4	Konnor Griffin	0.0354	0.0147	6.8
5	Willi Castro	0.0269	0.0126	6.6
6	Jesús Sánchez	0.0061	0.0254	6.2
7	Hao-Yu Lee	0.0169	0.0000	6.0
8	Jake Burger	0.0164	0.0065	5.8
9	Luke Raley	0.0451	0.0244	5.8
10	Caleb Durbin	0.0358	0.0256	5.7

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	A.J. Ewing	0.0115	0.0064	0.0041	4.1	1.5	2.6
2	Henry Bolte	0.0115	0.0159	0.0317	9.2	7.2	2.0
3	Jared Young	0.0082	0.0139	0.0175	2.9	1.1	1.9
4	Mickey Gasper	0.0092	0.0162	0.0222	2.7	1.2	1.5
5	Justin Foscue	0.0074	0.0131	0.0162	2.0	0.6	1.3
6	Caleb Durbin	0.0306	0.0286	0.0256	3.4	2.1	1.3
7	Sam Antonacci	0.0292	0.0317	0.0521	12.3	11.0	1.3
8	Tristan Peters	0.0040	0.0069	0.0224	8.6	7.3	1.3
9	Curtis Mead	0.0233	0.0196	0.0152	2.9	1.6	1.3
10	Taylor Trammell	0.0041	0.0086	0.0138	2.6	1.3	1.2

Depth Charts

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Jared Young	0.0000	0.0139	0.0175	5.8	1.1	4.8
2	Mickey Gasper	0.0000	0.0162	0.0222	4.9	1.2	3.6
3	Tristan Peters	0.0000	0.0069	0.0224	10.7	7.3	3.4
4	Justin Foscue	0.0000	0.0131	0.0162	3.9	0.6	3.2
5	Curtis Mead	0.0286	0.0196	0.0152	4.6	1.6	2.9
6	Jose Siri	0.0000	0.0106	0.0120	2.9	0.2	2.7
7	Christian Encarnacion-Strand	0.0000	0.0120	0.0188	3.9	1.3	2.6
8	Taylor Trammell	0.0000	0.0086	0.0138	3.8	1.3	2.5
9	A.J. Ewing	0.0115	0.0064	0.0041	3.9	1.5	2.5
10	Nicky Lopez	0.0000	0.0090	0.0259	6.9	4.4	2.4

Marcel

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Sam Antonacci	0.0115	0.0317	0.0521	22.4	11.0	11.4
2	Colson Montgomery	0.0085	0.0159	0.0219	8.3	3.5	4.8
3	Kevin McGonigle	0.0115	0.0058	0.0042	5.4	1.5	3.9
4	Chase DeLauter	0.0115	0.0050	0.0018	5.7	2.1	3.6
5	Caleb Durbin	0.0347	0.0286	0.0256	5.6	2.1	3.5
6	Bryce Eldridge	0.0132	0.0070	0.0000	6.1	3.4	2.7
7	Austin Martin	0.0094	0.0166	0.0223	4.5	1.8	2.7
8	Cole Young	0.0088	0.0127	0.0204	7.1	4.5	2.6
9	Jakob Marsee	0.0092	0.0133	0.0244	9.1	6.5	2.6
10	Luke Keaschall	0.0160	0.0198	0.0371	12.8	10.4	2.5

OOPSY

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Jorbit Vivas	0.0259	0.0203	0.0110	5.6	3.6	2.0
2	Carter Jensen	0.0027	0.0048	0.0066	2.1	0.8	1.3
3	Andy Pages	0.0170	0.0148	0.0139	2.1	0.8	1.2
4	Sung-Mun Song	0.0115	0.0034	0.0000	1.8	0.6	1.2
5	Chase Meidroth	0.0167	0.0151	0.0093	5.1	4.1	1.0
6	Kody Clemens	0.0074	0.0090	0.0120	2.4	1.4	0.9
7	Liam Hicks	0.0225	0.0208	0.0199	1.7	0.8	0.9
8	Konnor Griffin	0.0235	0.0208	0.0147	3.1	2.3	0.9
9	Iván Herrera	0.0171	0.0181	0.0432	18.4	17.6	0.8
10	Lawrence Butler	0.0014	0.0029	0.0037	1.0	0.1	0.8

Razzball

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Sam Antonacci	0.0235	0.0317	0.0521	15.5	11.0	4.5
2	A.J. Ewing	0.0115	0.0064	0.0041	4.0	1.5	2.5
3	Willson Contreras	0.0257	0.0297	0.0449	9.9	7.8	2.1
4	Austin Martin	0.0118	0.0166	0.0223	3.5	1.8	1.7
5	Luke Keaschall	0.0171	0.0198	0.0371	12.0	10.4	1.6
6	Kevin McGonigle	0.0080	0.0058	0.0042	3.1	1.5	1.6
7	Andrés Giménez	0.0223	0.0255	0.0315	4.3	2.7	1.6
8	Victor Mesa Jr.	0.0115	0.0056	0.0038	2.2	0.6	1.6
9	Austin Riley	0.0097	0.0120	0.0175	4.5	3.1	1.4
10	Henry Davis	0.0161	0.0203	0.0268	3.0	1.8	1.2

Steamer

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Sam Antonacci	0.0260	0.0317	0.0521	14.1	11.0	3.1
2	Willson Contreras	0.0260	0.0297	0.0449	9.7	7.8	1.9
3	Andrés Giménez	0.0220	0.0255	0.0315	4.4	2.7	1.7
4	Kevin McGonigle	0.0080	0.0058	0.0042	3.2	1.5	1.7
5	Luke Keaschall	0.0170	0.0198	0.0371	12.0	10.4	1.6
6	Austin Martin	0.0120	0.0166	0.0223	3.4	1.8	1.6
7	Henry Bolte	0.0130	0.0159	0.0317	8.5	7.2	1.3
8	Henry Davis	0.0160	0.0203	0.0268	3.0	1.8	1.2
9	Chase DeLauter	0.0070	0.0050	0.0018	3.3	2.1	1.2
10	Javier Sanoja	0.0070	0.0047	0.0000	3.8	2.6	1.2

The BAT

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Sam Antonacci	0.0240	0.0317	0.0521	15.1	11.0	4.1
2	A.J. Ewing	0.0115	0.0064	0.0041	4.1	1.5	2.7
3	Luke Keaschall	0.0162	0.0198	0.0371	12.4	10.4	2.0
4	Henry Bolte	0.0115	0.0159	0.0317	9.1	7.2	1.9
5	JJ Wetherholt	0.0124	0.0149	0.0258	7.7	6.4	1.3
6	Randy Arozarena	0.0259	0.0281	0.0388	8.0	6.8	1.3
7	Troy Johnston	0.0132	0.0160	0.0200	2.7	1.5	1.1
8	Yohendrick Piñango	0.0115	0.0060	0.0000	2.2	1.2	1.0
9	Carson Benge	0.0097	0.0116	0.0122	1.0	0.0	1.0
10	Mookie Betts	0.0093	0.0078	0.0038	3.4	2.4	1.0

The BAT X

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Sam Antonacci	0.0240	0.0317	0.0521	15.1	11.0	4.1
2	A.J. Ewing	0.0115	0.0064	0.0041	4.1	1.5	2.7
3	Luke Keaschall	0.0162	0.0198	0.0371	12.4	10.4	2.0
4	Henry Bolte	0.0115	0.0159	0.0317	9.1	7.2	1.9
5	JJ Wetherholt	0.0124	0.0149	0.0258	7.7	6.4	1.3
6	Randy Arozarena	0.0259	0.0281	0.0388	8.0	6.8	1.3
7	Troy Johnston	0.0132	0.0160	0.0200	2.7	1.5	1.1
8	Yohendrick Piñango	0.0115	0.0060	0.0000	2.2	1.2	1.0
9	Carson Benge	0.0097	0.0116	0.0122	1.0	0.0	1.0
10	Mookie Betts	0.0093	0.0078	0.0038	3.4	2.4	1.0

ZiPS

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Konnor Griffin	0.0354	0.0208	0.0147	6.8	2.3	4.6
2	Caleb Durbin	0.0358	0.0286	0.0256	5.7	2.1	3.6
3	Liam Hicks	0.0272	0.0208	0.0199	3.8	0.8	2.9
4	Luke Raley	0.0451	0.0353	0.0244	5.8	3.3	2.5
5	Zach Neto	0.0302	0.0257	0.0199	6.9	4.5	2.4
6	Ty France	0.0373	0.0324	0.0280	4.4	2.5	1.8
7	Jorbit Vivas	0.0262	0.0203	0.0110	5.3	3.6	1.7
8	Curtis Mead	0.0259	0.0196	0.0152	3.3	1.6	1.7
9	Carson Benge	0.0153	0.0116	0.0122	1.6	0.0	1.6
10	Carter Jensen	0.0034	0.0048	0.0066	2.3	0.8	1.5

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
Hunter Goodman	0.1178	0.0738 (25.0)	0.0739 (24.6)	0.0738 (25.0)	0.0690 (28.6)	0.0725 (25.6)	0.0727 (25.1)	0.0757 (24.6)	0.0771 (22.7)	0.0747 (24.2)	0.0707 (26.6)
Jo Adell	0.0510	0.0823 (21.0)	0.0841 (22.5)	0.0870 (24.0)	0.0798 (18.4)	0.0844 (22.5)	0.0832 (22.2)	0.0864 (23.0)	0.0824 (21.4)	0.0836 (22.1)	0.0862 (23.7)
Vladimir Guerrero Jr.	0.0193	0.0586 (24.2)	0.0619 (26.6)	0.0635 (27.2)	0.0508 (18.6)	0.0647 (28.0)	0.0640 (28.1)	0.0686 (29.6)	0.0548 (22.3)	0.0635 (27.5)	0.0591 (24.7)
Pete Crow-Armstrong	0.1014	0.0541 (33.9)	0.0558 (32.3)	0.0583 (31.0)	0.0546 (34.6)	0.0557 (32.7)	0.0546 (32.9)	0.0585 (31.5)	0.0555 (32.5)	0.0526 (34.7)	0.0592 (30.0)
CJ Abrams	0.0773	0.0402 (23.9)	0.0409 (23.1)	0.0436 (21.8)	0.0431 (23.0)	0.0398 (24.1)	0.0417 (22.3)	0.0445 (21.8)	0.0417 (22.5)	0.0368 (25.9)	0.0414 (23.0)
Luis García Jr.	0.0713	0.0377 (18.0)	0.0384 (17.2)	0.0390 (17.3)	0.0369 (19.2)	0.0412 (16.0)	0.0382 (17.2)	0.0410 (16.8)	0.0368 (18.1)	0.0368 (18.2)	0.0374 (18.0)
Esmerlyn Valdez	0.1250	0.0487 (21.8)	0.0507 (21.0)	0.0461 (22.5)	0.0461 (22.9)	0.0511 (21.0)	0.0460 (22.3)	0.0511 (21.4)	0.0511 (20.9)	0.0514 (20.9)	0.0557 (19.7)
Josh Naylor	0.0192	0.0469 (18.3)	0.0475 (19.1)	0.0485 (19.3)	0.0495 (19.1)	0.0430 (15.9)	0.0491 (20.4)	0.0525 (21.2)	0.0507 (21.2)	0.0437 (16.5)	0.0469 (18.5)
Taylor Ward	0.0189	0.0668 (29.4)	0.0652 (28.8)	0.0638 (27.5)	0.0653 (27.6)	0.0646 (28.2)	0.0595 (25.5)	0.0634 (26.7)	0.0680 (30.5)	0.0684 (30.6)	0.0656 (28.8)
Nolan Arenado	0.0719	0.0365 (20.9)	0.0358 (21.0)	0.0381 (20.0)	0.0411 (19.0)	0.0302 (24.6)	0.0380 (19.5)	0.0406 (19.1)	0.0350 (21.5)	0.0362 (20.9)	0.0339 (22.4)

Individual Misses for Home Run Rate

ATC

Rank	Player	Proj	Actual	Error
1	Michael Busch	0.0775	0.0455	23.1
2	Daulton Varsho	0.0742	0.0317	22.6
3	Munetaka Murakami	0.0949	0.1351	22.0
4	Shohei Ohtani	0.1143	0.0794	21.9
5	Kyle Tucker	0.0675	0.0385	18.4
6	Ben Rice	0.0730	0.0990	17.1
7	Miguel Vargas	0.0462	0.0702	16.6
8	Curtis Mead	0.0275	0.0766	16.0
9	Griffin Conine	0.0513	0.1005	15.7
10	Mike Trout	0.0870	0.0627	15.7

Aggregate

Rank	Player	Proj	Actual	Error
1	Shohei Ohtani	0.1122	0.0794	20.9
2	Daulton Varsho	0.0692	0.0317	20.3
3	Munetaka Murakami	0.0998	0.1351	19.0
4	Michael Busch	0.0700	0.0455	18.2
5	Kyle Tucker	0.0661	0.0385	17.9
6	Miguel Vargas	0.0447	0.0702	17.2
7	Ben Rice	0.0722	0.0990	17.2
8	Mike Trout	0.0875	0.0627	16.4
9	Carter Jensen	0.0476	0.0742	15.4
10	Curtis Mead	0.0302	0.0766	14.9

Depth Charts

Rank	Player	Proj	Actual	Error
1	Munetaka Murakami	0.0915	0.1351	23.9
2	Daulton Varsho	0.0711	0.0317	20.9
3	Michael Busch	0.0729	0.0455	19.8
4	Victor Mesa Jr.	0.0000	0.0757	19.7
5	Shohei Ohtani	0.1106	0.0794	19.5
6	Kyle Tucker	0.0691	0.0385	19.4
7	Miguel Vargas	0.0435	0.0702	18.5
8	Curtis Mead	0.0208	0.0766	18.2
9	Kazuma Okamoto	0.0585	0.0851	16.6
10	Justin Foscue	0.0000	0.0671	16.5

Marcel

Rank	Player	Proj	Actual	Error
1	Munetaka Murakami	0.0461	0.1351	49.8
2	Kazuma Okamoto	0.0461	0.0851	25.4
3	Ben Rice	0.0631	0.0990	24.6
4	Miguel Vargas	0.0397	0.0702	22.2
5	Shohei Ohtani	0.1117	0.0794	19.4
6	Griffin Conine	0.0422	0.1005	19.2
7	Jordan Walker	0.0396	0.0661	18.3
8	Yordan Alvarez	0.0675	0.0929	18.3
9	Nasim Nuñez	0.0400	0.0029	17.8
10	Michael Busch	0.0710	0.0455	17.5

OOPSY

Rank	Player	Proj	Actual	Error
1	Shohei Ohtani	0.1178	0.0794	24.1
2	Miguel Vargas	0.0404	0.0702	20.5
3	Colson Montgomery	0.0581	0.0904	20.2
4	Michael Busch	0.0697	0.0455	17.7
5	Munetaka Murakami	0.1034	0.1351	17.2
6	Ben Rice	0.0730	0.0990	16.9
7	Kyle Tucker	0.0644	0.0385	16.6
8	Mike Trout	0.0881	0.0627	16.5
9	Austin Riley	0.0758	0.0514	15.8
10	Carter Jensen	0.0481	0.0742	15.3

Razzball

Rank	Player	Proj	Actual	Error
1	Munetaka Murakami	0.0787	0.1351	30.5
2	Kazuma Okamoto	0.0542	0.0851	18.7
3	Miguel Vargas	0.0427	0.0702	18.4
4	Ben Rice	0.0713	0.0990	17.6
5	Kyle Tucker	0.0641	0.0385	16.9
6	Curtis Mead	0.0265	0.0766	16.0
7	Daulton Varsho	0.0608	0.0317	16.0
8	Michael Busch	0.0664	0.0455	15.8
9	Ty France	0.0286	0.0616	15.8
10	Carter Jensen	0.0475	0.0742	15.3

Steamer

Rank	Player	Proj	Actual	Error
1	Munetaka Murakami	0.0941	0.1351	23.1
2	Miguel Vargas	0.0449	0.0702	18.3
3	Michael Busch	0.0717	0.0455	18.2
4	Daulton Varsho	0.0666	0.0317	18.0
5	Kyle Tucker	0.0677	0.0385	17.8
6	Shohei Ohtani	0.1086	0.0794	17.7
7	Kazuma Okamoto	0.0580	0.0851	17.6
8	Ben Rice	0.0753	0.0990	16.3
9	Ty France	0.0315	0.0616	15.4
10	Curtis Mead	0.0308	0.0766	15.3

The BAT

Rank	Player	Proj	Actual	Error
1	Daulton Varsho	0.0744	0.0317	23.0
2	Mike Trout	0.0960	0.0627	21.8
3	Shohei Ohtani	0.1133	0.0794	21.7
4	Cal Raleigh	0.1172	0.0790	20.8
5	Ben Rice	0.0679	0.0990	20.0
6	Jordan Walker	0.0364	0.0661	19.0
7	Miguel Vargas	0.0424	0.0702	18.8
8	Ty France	0.0245	0.0616	18.0
9	Kyle Tucker	0.0657	0.0385	17.7
10	Carter Jensen	0.0451	0.0742	16.9

The BAT X

Rank	Player	Proj	Actual	Error
1	Shohei Ohtani	0.1158	0.0794	23.1
2	Daulton Varsho	0.0744	0.0317	22.9
3	Ben Rice	0.0704	0.0990	18.5
4	Griffin Conine	0.0452	0.1005	17.6
5	Mike Trout	0.0894	0.0627	17.5
6	Matt Olson	0.0633	0.0891	17.4
7	Brandon Lowe	0.0601	0.0871	17.1
8	Carter Jensen	0.0457	0.0742	16.6
9	James Wood	0.0615	0.0888	16.4
10	Kyle Tucker	0.0636	0.0385	16.3

ZiPS

Rank	Player	Proj	Actual	Error
1	Kazuma Okamoto	0.0461	0.0851	24.3
2	Munetaka Murakami	0.0916	0.1351	23.6
3	Daulton Varsho	0.0747	0.0317	23.0
4	Shohei Ohtani	0.1127	0.0794	21.1
5	Kyle Tucker	0.0695	0.0385	19.9
6	Miguel Vargas	0.0416	0.0702	19.6
7	Michael Busch	0.0722	0.0455	19.5
8	Brandon Lowe	0.0597	0.0871	17.4
9	Jordan Walker	0.0411	0.0661	16.2
10	Cal Raleigh	0.1084	0.0790	16.0

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	Luis Lara	0.0461	0.0121	0.0068	8.4	1.4	7.1
2	Cooper Pratt	0.0461	0.0227	0.0158	8.2	2.1	6.1
3	Brett Bateman	0.0461	0.0137	0.0159	5.6	0.2	5.4
4	Michael Busch	0.0775	0.0700	0.0455	23.1	18.2	4.9
5	Alika Williams	0.0461	0.0192	0.0237	5.3	0.8	4.5
6	Jose Fernandez	0.0461	0.0254	0.0190	6.1	1.7	4.5
7	Turner Hill	0.0461	0.0087	0.0114	4.4	0.2	4.2
8	Jim Jarvis	0.0461	0.0119	0.0109	4.4	0.3	4.2
9	Angel Genao	0.0461	0.0167	0.0189	3.9	0.2	3.7
10	Samad Taylor	0.0461	0.0245	0.0180	5.0	1.3	3.7

Depth Charts

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Christian Encarnacion-Strand	0.0000	0.0586	0.0769	16.3	3.7	12.6
2	Hao-Yu Lee	0.0000	0.0322	0.0405	14.6	2.6	12.0
3	Denzer Guzman	0.0000	0.0387	0.0385	11.6	0.4	11.2
4	Wade Meckler	0.0461	0.0147	0.0126	11.4	1.1	10.3
5	Sam Antonacci	0.0000	0.0166	0.0199	10.8	1.2	9.6
6	Justin Foscue	0.0000	0.0371	0.0671	16.5	7.1	9.3
7	Brandon Valenzuela	0.0000	0.0337	0.0523	14.1	4.7	9.3
8	Victor Mesa Jr.	0.0000	0.0330	0.0757	19.7	10.9	8.8
9	Elias Díaz	0.0000	0.0358	0.0476	11.2	2.6	8.6
10	Jared Young	0.0000	0.0480	0.0363	12.3	4.4	7.9

Marcel

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Munetaka Murakami	0.0461	0.0998	0.1351	49.8	19.0	30.8
2	Sam Antonacci	0.0461	0.0166	0.0199	14.1	1.2	12.9
3	Kazuma Okamoto	0.0461	0.0640	0.0851	25.4	12.7	12.7
4	Justin Crawford	0.0461	0.0191	0.0085	17.1	5.4	11.6
5	Bryce Eldridge	0.0405	0.0621	0.0630	10.5	0.1	10.4
6	Nasim Nuñez	0.0400	0.0185	0.0029	17.8	8.2	9.6
7	Yordan Alvarez	0.0675	0.0792	0.0929	18.3	8.7	9.6
8	Jorbit Vivas	0.0429	0.0159	0.0113	11.2	2.1	9.1
9	Ben Rice	0.0631	0.0722	0.0990	24.6	17.2	7.5
10	Jac Caglianone	0.0448	0.0559	0.0623	10.2	3.0	7.2

OOPSY

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Colson Montgomery	0.0581	0.0687	0.0904	20.2	13.1	7.1
2	Eugenio Suárez	0.0811	0.0941	0.0970	7.6	0.9	6.7
3	Alex Bregman	0.0371	0.0453	0.0547	11.9	5.8	6.0
4	Junior Caminero	0.0732	0.0785	0.0857	8.3	4.3	4.0
5	Austin Riley	0.0758	0.0691	0.0514	15.8	11.9	3.9
6	Kevin McGonigle	0.0446	0.0389	0.0354	7.0	3.3	3.7
7	Nolan Arenado	0.0302	0.0358	0.0719	24.6	21.0	3.6
8	JJ Bleday	0.0547	0.0605	0.0688	7.3	3.9	3.4
9	Miguel Vargas	0.0404	0.0447	0.0702	20.5	17.2	3.3
10	Jung Hoo Lee	0.0261	0.0200	0.0206	3.6	0.3	3.3

Razzball

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Munetaka Murakami	0.0787	0.0998	0.1351	30.5	19.0	11.5
2	Luis Lara	0.0461	0.0121	0.0068	8.6	1.4	7.3
3	Kazuma Okamoto	0.0542	0.0640	0.0851	18.7	12.7	6.0
4	Brett Bateman	0.0461	0.0137	0.0159	5.7	0.2	5.5
5	Jose Fernandez	0.0461	0.0254	0.0190	6.3	1.7	4.7
6	Jorge Barrosa	0.0461	0.0203	0.0183	5.1	0.5	4.5
7	Turner Hill	0.0461	0.0087	0.0114	4.5	0.2	4.3
8	Jim Jarvis	0.0461	0.0119	0.0109	4.5	0.3	4.3
9	Kyle Stowers	0.0611	0.0694	0.0727	5.2	1.1	4.1
10	Petey Halpin	0.0461	0.0302	0.0268	4.0	0.9	3.2

Steamer

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Kazuma Okamoto	0.0580	0.0640	0.0851	17.6	12.7	4.9
2	Munetaka Murakami	0.0941	0.0998	0.1351	23.1	19.0	4.1
3	Nolan Schanuel	0.0389	0.0298	0.0206	7.9	4.6	3.3
4	Vladimir Guerrero Jr.	0.0686	0.0619	0.0193	29.6	26.6	3.0
5	Royce Lewis	0.0613	0.0540	0.0444	8.3	5.4	2.9
6	Fernando Tatis Jr.	0.0715	0.0658	0.0497	14.9	12.1	2.8
7	Isaac Paredes	0.0628	0.0570	0.0520	6.7	4.0	2.7
8	Steven Kwan	0.0230	0.0171	0.0062	10.3	7.6	2.6
9	Travis Bazzana	0.0329	0.0361	0.0432	5.6	3.1	2.5
10	Jarren Duran	0.0386	0.0406	0.0505	7.6	5.4	2.2

The BAT

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Luis Lara	0.0461	0.0121	0.0068	8.6	1.4	7.2
2	Cal Raleigh	0.1172	0.1041	0.0790	20.8	13.8	7.0
3	Cooper Pratt	0.0461	0.0227	0.0158	8.4	2.1	6.2
4	Jac Caglianone	0.0454	0.0559	0.0623	8.7	3.0	5.8
5	Brett Bateman	0.0461	0.0137	0.0159	5.7	0.2	5.5
6	Mike Trout	0.0960	0.0875	0.0627	21.8	16.4	5.4
7	Jordan Walker	0.0364	0.0438	0.0661	19.0	14.1	4.9
8	Jose Fernandez	0.0461	0.0254	0.0190	6.3	1.7	4.6
9	Nick Kurtz	0.1132	0.1028	0.0995	6.4	1.9	4.5
10	Isaac Paredes	0.0635	0.0570	0.0520	8.3	4.0	4.3

The BAT X

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Luis Lara	0.0461	0.0121	0.0068	8.5	1.4	7.2
2	Cooper Pratt	0.0461	0.0227	0.0158	8.3	2.1	6.2
3	Luis Arraez	0.0002	0.0088	0.0102	6.0	0.2	5.8
4	Yandy Díaz	0.0503	0.0420	0.0421	6.2	0.7	5.5
5	Brett Bateman	0.0461	0.0137	0.0159	5.6	0.2	5.4
6	Cedric Mullins	0.0560	0.0452	0.0423	7.3	2.0	5.3
7	Drake Baldwin	0.0412	0.0496	0.0597	10.8	5.5	5.3
8	Matt Olson	0.0633	0.0705	0.0891	17.4	12.3	5.1
9	Jose Fernandez	0.0461	0.0254	0.0190	6.2	1.7	4.6
10	Chase Meidroth	0.0117	0.0185	0.0368	15.5	11.1	4.5

ZiPS

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Kazuma Okamoto	0.0461	0.0640	0.0851	24.3	12.7	11.6
2	Spencer Jones	0.0899	0.0734	0.0696	6.1	1.4	4.7
3	Munetaka Murakami	0.0916	0.0998	0.1351	23.6	19.0	4.7
4	A.J. Ewing	0.0097	0.0188	0.0345	11.8	7.2	4.6
5	Brandon Lowe	0.0597	0.0651	0.0871	17.4	13.7	3.7
6	Willson Contreras	0.0569	0.0624	0.0852	14.7	11.6	3.2
7	Pete Alonso	0.0787	0.0828	0.0982	13.1	10.0	3.1
8	Sam Antonacci	0.0113	0.0166	0.0199	4.3	1.2	3.1
9	Jared Young	0.0573	0.0480	0.0363	7.4	4.4	3.1
10	Jake Burger	0.0755	0.0704	0.0712	3.1	0.1	3.0

BABIP

Everybody Missed for BABIP

Player	Actual	ATC	Aggregate	Depth Charts	Marcel	OOPSY	Razzball	Steamer	The BAT	The BAT X	ZiPS
Ke'Bryan Hayes	0.1552	0.2886 (32.2)	0.2893 (32.2)	0.2929 (32.2)	0.2914 (32.0)	0.2862 (30.9)	0.2931 (33.6)	0.2947 (33.0)	0.2873 (32.4)	0.2858 (32.0)	0.2897 (31.0)
Cam Smith	0.2471	0.3134 (37.5)	0.3104 (35.3)	0.3114 (33.7)	0.3101 (33.4)	0.3032 (30.0)	0.3042 (33.0)	0.3089 (33.4)	0.3130 (38.4)	0.3149 (39.4)	0.3154 (35.2)
Jarren Duran	0.2500	0.3204 (42.6)	0.3188 (41.1)	0.3178 (38.3)	0.3350 (49.2)	0.3225 (42.1)	0.3143 (39.8)	0.3186 (39.8)	0.3192 (43.1)	0.3159 (41.0)	0.3205 (39.0)
Jake Bauers	0.3389	0.2711 (39.3)	0.2752 (37.5)	0.2857 (33.6)	0.2872 (32.3)	0.2873 (31.7)	0.2749 (36.3)	0.2783 (36.8)	0.2650 (41.7)	0.2681 (40.1)	0.2822 (36.5)
Manny Machado	0.2300	0.2896 (40.1)	0.2893 (39.3)	0.2933 (39.5)	0.2978 (43.1)	0.2901 (38.5)	0.2896 (41.1)	0.2947 (41.7)	0.2865 (39.4)	0.2826 (36.6)	0.2919 (37.6)
Carson Benge	0.3410	0.2835 (37.8)	0.2869 (36.2)	0.2900 (36.6)	0.2881 (37.3)	0.2895 (35.8)	0.2809 (38.6)	0.2846 (38.8)	0.2868 (34.3)	0.2866 (34.6)	0.2962 (33.5)
Nick Gonzales	0.3602	0.3097 (30.8)	0.3125 (29.7)	0.3168 (29.3)	0.3072 (34.7)	0.3088 (33.2)	0.3097 (30.0)	0.3142 (29.8)	0.3138 (27.1)	0.3131 (27.7)	0.3186 (29.1)
Chase Meidroth	0.3341	0.2894 (28.9)	0.2889 (29.8)	0.2919 (30.3)	0.2892 (31.6)	0.2858 (33.1)	0.2856 (30.5)	0.2935 (28.1)	0.2912 (26.5)	0.2886 (28.3)	0.2883 (33.5)
Jac Caglianone	0.3613	0.2740 (48.4)	0.2817 (44.7)	0.2872 (43.7)	0.2300 (74.8)	0.2930 (39.5)	0.2806 (44.0)	0.2854 (43.6)	0.2725 (48.1)	0.2758 (46.4)	0.2899 (43.0)
Gunnar Henderson	0.2629	0.3106 (33.3)	0.3116 (33.4)	0.3131 (31.8)	0.3169 (35.0)	0.3252 (41.5)	0.3027 (28.7)	0.3087 (30.0)	0.3088 (33.5)	0.3090 (33.4)	0.3163 (33.0)
Garrett Mitchell	0.3833	0.3062 (41.1)	0.3134 (37.7)	0.3208 (35.8)	0.3182 (36.7)	0.3198 (35.4)	0.3108 (37.9)	0.3153 (37.7)	0.3049 (40.7)	0.3073 (39.5)	0.3305 (31.4)
J.T. Realmuto	0.2395	0.3100 (32.8)	0.3042 (29.7)	0.3086 (30.0)	0.3131 (32.4)	0.3002 (26.9)	0.2944 (26.1)	0.2984 (26.1)	0.3042 (31.0)	0.3082 (32.8)	0.3145 (32.1)
Matt McLain	0.2292	0.3038 (36.9)	0.3030 (36.0)	0.3068 (36.1)	0.3129 (39.5)	0.2982 (32.7)	0.2984 (34.9)	0.2990 (33.1)	0.3015 (36.8)	0.3036 (37.7)	0.3166 (40.2)
Oneil Cruz	0.3971	0.3063 (38.2)	0.3078 (37.9)	0.3079 (39.4)	0.3023 (41.4)	0.3085 (38.5)	0.3018 (39.5)	0.3058 (39.5)	0.3088 (36.3)	0.3122 (35.0)	0.3115 (38.5)

Individual Misses for BABIP

ATC

Rank	Player	Proj	Actual	Error
1	Henry Bolte	0.2881	0.3782	42.7
2	Drew Romo	0.3113	0.1473	33.7
3	Drake Baldwin	0.2817	0.3325	31.4
4	Randy Arozarena	0.2888	0.3333	30.0
5	Pete Crow-Armstrong	0.2853	0.3258	29.6
6	Henry Davis	0.2720	0.1799	27.4

Aggregate

Rank	Player	Proj	Actual	Error
1	Randy Arozarena	0.2922	0.3333	28.4
2	Henry Davis	0.2744	0.1799	27.8
3	Drake Baldwin	0.2890	0.3325	27.4
4	Ty France	0.2895	0.3406	26.1
5	Drew Romo	0.2748	0.1473	26.0
6	Pete Crow-Armstrong	0.2916	0.3258	25.7

Depth Charts

Rank	Player	Proj	Actual	Error
1	Henry Bolte	0.2881	0.3782	44.9
2	Samad Taylor	0.2500	0.4220	31.0
3	Ty France	0.2857	0.3406	29.9
4	Kevin McGonigle	0.2685	0.3055	29.6
5	Hao-Yu Lee	0.2500	0.3249	29.0
6	Wade Meckler	0.2881	0.3686	28.8

Marcel

Rank	Player	Proj	Actual	Error
1	Henry Bolte	0.2881	0.3782	44.5
2	Otto Lopez	0.2832	0.3346	38.1
3	Pete Crow-Armstrong	0.2782	0.3258	37.5
4	Randy Arozarena	0.2921	0.3333	30.4
5	TJ Rumfield	0.2881	0.3311	29.7
6	Bryce Eldridge	0.2817	0.3439	29.7

OOPSY

Rank	Player	Proj	Actual	Error
1	Henry Davis	0.2847	0.1799	30.3
2	Otto Lopez	0.2959	0.3346	28.8
3	Ty France	0.2882	0.3406	27.8
4	Cal Raleigh	0.2755	0.2201	27.7
5	Brice Turang	0.3032	0.3401	27.3
6	Jackson Chourio	0.3043	0.3479	26.9

Razzball

Rank	Player	Proj	Actual	Error
1	Randy Arozarena	0.2880	0.3333	29.6
2	Jackson Chourio	0.2969	0.3479	28.6
3	Henry Davis	0.2736	0.1799	28.2
4	Drake Baldwin	0.2863	0.3325	27.7
5	Pete Crow-Armstrong	0.2870	0.3258	27.4
6	Nick Kurtz	0.2998	0.3632	27.0

Steamer

Rank	Player	Proj	Actual	Error
1	Randy Arozarena	0.2922	0.3333	29.6
2	Jackson Chourio	0.3001	0.3479	29.2
3	Henry Davis	0.2773	0.1799	28.1
4	Pete Crow-Armstrong	0.2911	0.3258	27.4
5	Drake Baldwin	0.2911	0.3325	27.3
6	Nick Kurtz	0.3038	0.3632	27.1

The BAT

Rank	Player	Proj	Actual	Error
1	Henry Bolte	0.2881	0.3782	41.8
2	Drake Baldwin	0.2829	0.3325	29.5
3	Max Muncy	0.2425	0.2938	27.8
4	Ezequiel Tovar	0.3202	0.2673	27.7
5	Henry Davis	0.2703	0.1799	27.5
6	Randy Arozarena	0.2912	0.3333	27.0

The BAT X

Rank	Player	Proj	Actual	Error
1	Henry Bolte	0.2881	0.3782	41.9
2	Randy Arozarena	0.2850	0.3333	31.4
3	Dansby Swanson	0.2989	0.2408	29.0
4	Drake Baldwin	0.2862	0.3325	27.5
5	Riley Greene	0.3129	0.3609	27.5
6	Ezequiel Tovar	0.3199	0.2673	27.4

ZiPS

Rank	Player	Proj	Actual	Error
1	Kevin McGonigle	0.2551	0.3055	40.1
2	Munetaka Murakami	0.3377	0.2634	37.6
3	Ty France	0.2853	0.3406	30.8
4	Otto Lopez	0.2993	0.3346	28.6
5	Max Muncy	0.2500	0.2938	28.1
6	Andrew Vaughn	0.2796	0.3550	27.1

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	Henry Bolte	0.2881	0.3447	0.3782	42.7	16.4	26.3
2	A.J. Ewing	0.2881	0.3110	0.3214	16.5	5.7	10.8
3	Jacob Gonzalez	0.2881	0.2506	0.2437	10.0	1.3	8.7
4	Drew Romo	0.3113	0.2748	0.1473	33.7	26.0	7.7
5	Cole Carrigg	0.2881	0.3047	0.3403	19.5	13.7	5.8
6	Denzer Guzman	0.3024	0.2883	0.2700	9.8	5.2	4.6
7	Jake McCarthy	0.3002	0.3081	0.3214	12.8	8.6	4.2
8	José Caballero	0.2916	0.2833	0.2746	7.6	3.5	4.2
9	Jakob Marsee	0.2883	0.2792	0.2798	5.1	1.1	4.0
10	Drake Baldwin	0.2817	0.2890	0.3325	31.4	27.4	4.0

Depth Charts

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Henry Bolte	0.2881	0.3447	0.3782	44.9	16.4	28.5
2	Nicky Lopez	0.4000	0.2920	0.3058	24.1	4.1	20.1
3	Sterlin Thompson	0.5000	0.3092	0.3043	14.7	0.3	14.4
4	Hao-Yu Lee	0.2500	0.2856	0.3249	29.0	14.7	14.3
5	Elias Díaz	0.3333	0.2707	0.2687	14.2	0.2	14.0
6	Victor Mesa Jr.	0.3333	0.2745	0.2749	14.1	0.4	13.7
7	A.J. Ewing	0.2881	0.3110	0.3214	18.8	5.7	13.1
8	Brandon Valenzuela	0.2222	0.2658	0.2761	15.9	3.1	12.8
9	Eduardo Valencia	0.2000	0.2803	0.4000	28.3	16.7	11.6
10	Jared Young	0.2500	0.2772	0.3054	20.6	10.0	10.6

Marcel

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Jac Caglianone	0.2300	0.2817	0.3613	74.8	44.7	30.2
2	Henry Bolte	0.2881	0.3447	0.3782	44.5	16.4	28.1
3	Jakob Marsee	0.3256	0.2792	0.2798	25.7	1.1	24.6
4	Jake McCarthy	0.2891	0.3081	0.3214	21.7	8.6	13.1
5	Otto Lopez	0.2832	0.2991	0.3346	38.1	25.1	13.0
6	Konnor Griffin	0.2881	0.3229	0.3496	22.2	9.4	12.8
7	A.J. Ewing	0.2881	0.3110	0.3214	18.4	5.7	12.7
8	Dillon Dingler	0.3208	0.2983	0.2730	26.6	14.7	11.9
9	Pete Crow-Armstrong	0.2782	0.2916	0.3258	37.5	25.7	11.8
10	Sal Stewart	0.2829	0.2977	0.2960	12.0	0.4	11.6

OOPSY

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Colson Montgomery	0.2942	0.2751	0.2596	20.0	9.1	10.9
2	Cal Raleigh	0.2755	0.2545	0.2201	27.7	17.6	10.1
3	Gunnar Henderson	0.3252	0.3116	0.2629	41.5	33.4	8.1
4	Luke Keaschall	0.2952	0.3060	0.3152	14.4	6.4	8.0
5	Chandler Simpson	0.3018	0.3126	0.3253	16.4	8.5	7.9
6	Samuel Basallo	0.3027	0.2809	0.2594	16.0	8.1	7.9
7	Jonathan Aranda	0.3127	0.3212	0.3400	20.4	13.3	7.0
8	Yandy Díaz	0.3020	0.3102	0.3160	11.8	4.8	7.0
9	Bryan Reynolds	0.3041	0.3120	0.3286	19.3	12.4	7.0
10	Sal Stewart	0.2888	0.2977	0.2960	7.3	0.4	6.9

Razzball

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	A.J. Ewing	0.2881	0.3110	0.3214	15.8	5.7	10.1
2	Jacob Gonzalez	0.2881	0.2506	0.2437	10.3	1.3	9.0
3	James Wood	0.3228	0.3373	0.3442	12.6	5.0	7.6
4	Sam Antonacci	0.2759	0.2914	0.3165	22.0	14.6	7.4
5	Ildemaro Vargas	0.2798	0.2678	0.2657	7.4	0.5	6.9
6	Henry Bolte	0.3289	0.3447	0.3782	22.8	16.4	6.4
7	Caleb Durbin	0.2785	0.2710	0.2640	9.2	3.4	5.7
8	Sal Stewart	0.3032	0.2977	0.2960	5.8	0.4	5.4
9	Nick Kurtz	0.2998	0.3139	0.3632	27.0	21.9	5.2
10	Shohei Ohtani	0.2997	0.3103	0.3276	16.5	11.4	5.1

Steamer

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Ildemaro Vargas	0.2829	0.2678	0.2657	6.9	0.5	6.4
2	James Wood	0.3299	0.3373	0.3442	10.8	5.0	5.8
3	Caleb Durbin	0.2823	0.2710	0.2640	8.9	3.4	5.5
4	Elly De La Cruz	0.3223	0.3287	0.3585	25.0	19.7	5.2
5	Nick Kurtz	0.3038	0.3139	0.3632	27.1	21.9	5.2
6	Henry Bolte	0.3357	0.3447	0.3782	21.5	16.4	5.1
7	Ernie Clement	0.2852	0.2759	0.2717	6.5	1.9	4.6
8	Shohei Ohtani	0.3048	0.3103	0.3276	15.9	11.4	4.5
9	Matt Olson	0.2978	0.2898	0.2768	12.5	8.2	4.2
10	Jackson Chourio	0.3001	0.3055	0.3479	29.2	25.0	4.2

The BAT

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Henry Bolte	0.2881	0.3447	0.3782	41.8	16.4	25.4
2	A.J. Ewing	0.2881	0.3110	0.3214	15.5	5.7	9.8
3	Jacob Gonzalez	0.2881	0.2506	0.2437	10.5	1.3	9.2
4	Cole Carrigg	0.2881	0.3047	0.3403	18.8	13.7	5.1
5	Julio Rodríguez	0.3194	0.3146	0.2887	21.2	16.2	5.1
6	Kyle Karros	0.3356	0.3287	0.3023	16.6	12.0	4.6
7	Dominic Canzone	0.2691	0.2803	0.2968	13.9	9.4	4.5
8	Jake Bauers	0.2650	0.2752	0.3389	41.7	37.5	4.3
9	Ildemaro Vargas	0.2542	0.2678	0.2657	4.7	0.5	4.2
10	Bo Bichette	0.3206	0.3179	0.2960	18.3	14.4	3.9

The BAT X

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Henry Bolte	0.2881	0.3447	0.3782	41.9	16.4	25.5
2	A.J. Ewing	0.2881	0.3110	0.3214	15.6	5.7	9.9
3	Jacob Gonzalez	0.2881	0.2506	0.2437	10.4	1.3	9.1
4	Josh Naylor	0.2620	0.2759	0.2857	14.4	7.1	7.3
5	Ezequiel Duran	0.2856	0.2982	0.3170	17.8	11.9	5.9
6	Yordan Alvarez	0.2970	0.3079	0.3341	24.7	18.9	5.7
7	Freddie Freeman	0.3007	0.3120	0.3326	20.0	14.3	5.7
8	Cole Carrigg	0.2881	0.3047	0.3403	18.9	13.7	5.2
9	Jonathan Aranda	0.3108	0.3212	0.3400	18.4	13.3	5.1
10	Alec Burleson	0.2739	0.2842	0.3095	22.8	17.7	5.1

ZiPS

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Munetaka Murakami	0.3377	0.2877	0.2634	37.6	12.8	24.8
2	Kevin McGonigle	0.2551	0.2711	0.3055	40.1	25.1	15.0
3	Alex Bregman	0.2538	0.2629	0.2748	19.2	9.2	10.1
4	Owen Caissie	0.3569	0.3234	0.3086	13.8	4.5	9.3
5	Kyle Schwarber	0.2515	0.2592	0.2786	23.4	14.4	9.0
6	Braden Montgomery	0.3291	0.3013	0.2724	18.4	10.1	8.3
7	Travis Bazzana	0.3067	0.2877	0.2861	7.4	0.2	7.1
8	Justin Crawford	0.3476	0.3277	0.3114	13.9	7.0	6.8
9	Josh Lowe	0.3310	0.3077	0.2677	19.5	13.3	6.2
10	José Fermín	0.2500	0.2616	0.2660	8.3	2.0	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
Jackson Chourio	0.2740	0.2190 (30.6)	0.2209 (29.6)	0.2173 (33.7)	0.2183 (32.1)	0.2197 (31.1)	0.2177 (30.1)	0.2173 (32.5)	0.2257 (26.1)	0.2287 (24.5)	0.2182 (32.6)
Cam Smith	0.1810	0.2370 (32.7)	0.2326 (30.1)	0.2305 (26.9)	0.2334 (29.6)	0.2250 (25.0)	0.2263 (27.8)	0.2306 (28.1)	0.2390 (34.5)	0.2390 (34.3)	0.2315 (28.1)
Jake Bauers	0.2584	0.1987 (33.6)	0.2027 (31.4)	0.2013 (34.2)	0.2074 (29.6)	0.2168 (24.0)	0.2121 (24.6)	0.2072 (29.6)	0.1958 (34.6)	0.1974 (33.8)	0.1902 (40.0)
Manny Machado	0.1784	0.2246 (32.3)	0.2232 (31.3)	0.2263 (31.0)	0.2333 (36.9)	0.2257 (32.0)	0.2200 (30.7)	0.2272 (33.0)	0.2217 (31.1)	0.2185 (28.8)	0.2249 (30.8)
Carson Benge	0.2834	0.2091 (47.6)	0.2128 (45.3)	0.2156 (45.7)	0.2190 (42.3)	0.2166 (43.7)	0.2037 (49.7)	0.2140 (45.4)	0.2149 (43.1)	0.2147 (43.3)	0.2170 (44.1)
Nick Gonzales	0.2975	0.2241 (43.7)	0.2273 (41.9)	0.2277 (43.7)	0.2320 (40.0)	0.2230 (45.3)	0.2280 (40.0)	0.2288 (41.8)	0.2309 (38.9)	0.2322 (38.2)	0.2242 (45.2)
Jac Caglianone	0.2630	0.2060 (30.7)	0.2113 (27.8)	0.2162 (27.1)	0.1737 (49.5)	0.2168 (25.5)	0.2143 (24.9)	0.2147 (26.7)	0.2025 (32.0)	0.2043 (31.1)	0.2203 (24.2)
Drake Baldwin	0.2792	0.2177 (36.9)	0.2237 (33.3)	0.2254 (34.4)	0.2215 (35.7)	0.2320 (29.0)	0.2239 (31.7)	0.2274 (31.9)	0.2217 (33.7)	0.2243 (32.2)	0.2188 (37.8)
Oneil Cruz	0.3254	0.2206 (43.2)	0.2211 (43.1)	0.2219 (44.3)	0.2159 (46.0)	0.2216 (43.5)	0.2172 (43.8)	0.2211 (43.7)	0.2225 (42.0)	0.2218 (42.3)	0.2230 (43.3)

Individual Misses for Single Rate

ATC

Rank	Player	Proj	Actual	Error
1	Henry Bolte	0.2190	0.3127	43.6
2	Matt McLain	0.2272	0.1632	32.5
3	Kevin McGonigle	0.1926	0.2383	31.2
4	Drew Romo	0.2392	0.1008	28.8
5	J.T. Realmuto	0.2333	0.1780	26.5
6	Samad Taylor	0.2190	0.3670	25.6
7	Tyler Soderstrom	0.2215	0.1672	25.3
8	Gunnar Henderson	0.2225	0.1888	24.8
9	Dansby Swanson	0.2262	0.1773	24.6
10	Wade Meckler	0.2288	0.3008	23.7

Aggregate

Rank	Player	Proj	Actual	Error
1	Matt McLain	0.2240	0.1632	30.9
2	Henry Bolte	0.2510	0.3127	28.5
3	Kevin McGonigle	0.1978	0.2383	27.7
4	Corbin Carroll	0.1977	0.1607	25.8
5	Gunnar Henderson	0.2220	0.1888	24.3
6	Dansby Swanson	0.2256	0.1773	24.2
7	Samad Taylor	0.2284	0.3670	24.0
8	J.T. Realmuto	0.2280	0.1780	24.0
9	Drew Romo	0.2125	0.1008	23.3
10	Tyler Soderstrom	0.2173	0.1672	23.3

Depth Charts

Rank	Player	Proj	Actual	Error
1	Henry Bolte	0.2190	0.3127	45.4
2	Christian Encarnacion-Strand	0.4000	0.2273	36.3
3	Kevin McGonigle	0.1893	0.2383	36.2
4	Nicky Lopez	0.4000	0.2767	32.7
5	Matt McLain	0.2301	0.1632	32.1
6	Victor Mesa Jr.	0.3333	0.2105	31.6
7	Munetaka Murakami	0.2431	0.1875	29.5
8	Wade Meckler	0.2190	0.3008	28.3
9	Carter Jensen	0.2305	0.1840	26.7
10	Nick Kurtz	0.2219	0.2789	25.7

Marcel

Rank	Player	Proj	Actual	Error
1	Henry Bolte	0.2190	0.3127	44.5
2	Matt McLain	0.2381	0.1632	37.0
3	Iván Herrera	0.2642	0.2208	30.9
4	Pete Alonso	0.1946	0.2380	30.6
5	Ben Rice	0.1795	0.2198	27.1
6	Tyler Soderstrom	0.2274	0.1672	27.1
7	Dillon Dingler	0.2423	0.1990	26.1
8	J.T. Realmuto	0.2340	0.1780	26.0
9	Gunnar Henderson	0.2260	0.1888	25.9
10	Samad Taylor	0.2239	0.3670	25.1

OOPSY

Rank	Player	Proj	Actual	Error
1	Henry Bolte	0.2413	0.3127	33.8
2	Matt McLain	0.2225	0.1632	29.4
3	Gunnar Henderson	0.2295	0.1888	28.6
4	Corbin Carroll	0.2027	0.1607	28.2
5	Teoscar Hernández	0.2287	0.2789	24.6
6	Samad Taylor	0.2282	0.3670	24.3
7	Jonah Heim	0.2090	0.1475	24.0
8	Drew Romo	0.2146	0.1008	23.5
9	Kevin McGonigle	0.2058	0.2383	23.0
10	J.T. Realmuto	0.2271	0.1780	23.0

Razzball

Rank	Player	Proj	Actual	Error
1	Henry Bolte	0.2368	0.3127	34.1
2	Teoscar Hernández	0.2112	0.2789	31.4
3	Corbin Carroll	0.2010	0.1607	29.6
4	Wade Meckler	0.2151	0.3008	27.7
5	Ketel Marte	0.2233	0.1830	27.5
6	Josh Naylor	0.1953	0.2407	27.1
7	Elly De La Cruz	0.2155	0.2605	26.3
8	Nick Kurtz	0.2157	0.2789	25.8
9	Carter Jensen	0.2222	0.1840	25.3
10	Sal Frelick	0.2418	0.1812	24.7

Steamer

Rank	Player	Proj	Actual	Error
1	Matt McLain	0.2245	0.1632	30.4
2	Henry Bolte	0.2495	0.3127	29.9
3	Nick Kurtz	0.2189	0.2789	26.1
4	Corbin Carroll	0.1986	0.1607	25.4
5	Gunnar Henderson	0.2244	0.1888	25.0
6	Kevin McGonigle	0.2033	0.2383	24.8
7	Teoscar Hernández	0.2288	0.2789	24.6
8	Dansby Swanson	0.2267	0.1773	24.0
9	Samad Taylor	0.2338	0.3670	23.3
10	Carter Jensen	0.2216	0.1840	22.6

The BAT

Rank	Player	Proj	Actual	Error
1	Henry Bolte	0.2190	0.3127	43.1
2	Matt McLain	0.2240	0.1632	31.5
3	Kevin McGonigle	0.1983	0.2383	26.4
4	J.T. Realmuto	0.2315	0.1780	26.3
5	Corbin Carroll	0.1966	0.1607	25.9
6	Samad Taylor	0.2219	0.3670	24.9
7	Dansby Swanson	0.2246	0.1773	24.3
8	Gunnar Henderson	0.2206	0.1888	24.2
9	TJ Rumfield	0.2175	0.2573	23.4
10	Tyler Soderstrom	0.2157	0.1672	23.2

The BAT X

Rank	Player	Proj	Actual	Error
1	Henry Bolte	0.2190	0.3127	43.1
2	Matt McLain	0.2254	0.1632	32.1
3	Kevin McGonigle	0.1981	0.2383	26.6
4	Tyler Soderstrom	0.2210	0.1672	25.5
5	Corbin Carroll	0.1961	0.1607	25.5
6	J.T. Realmuto	0.2300	0.1780	25.5
7	Jonathan Aranda	0.2332	0.2730	24.9
8	Dansby Swanson	0.2252	0.1773	24.5
9	Samad Taylor	0.2251	0.3670	24.4
10	Gunnar Henderson	0.2208	0.1888	24.3

ZiPS

Rank	Player	Proj	Actual	Error
1	Kevin McGonigle	0.1701	0.2383	49.0
2	Munetaka Murakami	0.2675	0.1875	43.7
3	Matt McLain	0.2367	0.1632	35.9
4	Carter Jensen	0.2380	0.1840	31.9
5	Gunnar Henderson	0.2263	0.1888	25.6
6	Nick Kurtz	0.2212	0.2789	25.5
7	Jonah Heim	0.2133	0.1475	25.3
8	J.T. Realmuto	0.2327	0.1780	25.1
9	Dansby Swanson	0.2287	0.1773	24.5
10	Drew Romo	0.2181	0.1008	24.0

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	Henry Bolte	0.2190	0.2510	0.3127	43.6	28.5	15.1
2	A.J. Ewing	0.2190	0.2349	0.2565	17.7	10.0	7.7
3	Tristan Peters	0.2182	0.2036	0.2023	8.5	1.3	7.2
4	Jacob Gonzalez	0.2190	0.1914	0.1875	7.5	1.2	6.3
5	Drew Romo	0.2392	0.2125	0.1008	28.8	23.3	5.5
6	Brett Bateman	0.2190	0.2473	0.3387	21.4	16.3	5.1
7	Pete Crow-Armstrong	0.2028	0.2094	0.2281	17.2	12.6	4.7
8	Garrett Mitchell	0.2262	0.2343	0.2648	19.7	15.5	4.2
9	Elias Díaz	0.2281	0.2119	0.1875	10.0	6.1	3.9
10	James Wood	0.2482	0.2421	0.2435	3.9	0.0	3.9

Depth Charts

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Christian Encarnacion-Strand	0.4000	0.2169	0.2273	36.3	1.9	34.4
2	Victor Mesa Jr.	0.3333	0.2049	0.2105	31.6	1.1	30.5
3	Nicky Lopez	0.4000	0.2388	0.2767	32.7	9.9	22.9
4	Sterlin Thompson	0.5000	0.2299	0.2174	21.6	1.1	20.5
5	Héctor Rodríguez	0.3333	0.2137	0.2121	18.1	0.5	17.7
6	Henry Bolte	0.2190	0.2510	0.3127	45.4	28.5	16.8
7	Rece Hinds	0.4000	0.2210	0.1212	19.6	7.2	12.5
8	Eric Haase	0.3750	0.2336	0.1111	22.0	10.4	11.6
9	Curtis Mead	0.2553	0.2186	0.1805	23.9	13.0	10.9
10	Munetaka Murakami	0.2431	0.2214	0.1875	29.5	19.5	10.0

Marcel

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Jac Caglianone	0.1737	0.2113	0.2630	49.5	27.8	21.7
2	Henry Bolte	0.2190	0.2510	0.3127	44.5	28.5	15.9
3	Iván Herrera	0.2642	0.2438	0.2208	30.9	17.5	13.4
4	Miguel Vargas	0.1681	0.1881	0.1876	13.9	1.3	12.6
5	Samuel Basallo	0.1782	0.2076	0.2134	14.2	1.8	12.4
6	Pete Crow-Armstrong	0.1942	0.2094	0.2281	24.8	12.6	12.2
7	Konnor Griffin	0.2190	0.2524	0.2655	15.9	4.0	11.9
8	Heriberto Hernández	0.2407	0.2158	0.2000	20.4	8.7	11.7
9	Dillon Dingler	0.2423	0.2214	0.1990	26.1	14.4	11.7
10	Javier Sanoja	0.1840	0.2059	0.2131	14.4	2.8	11.5

OOPSY

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Cal Raleigh	0.2030	0.1838	0.1642	20.6	11.1	9.5
2	Chandler Simpson	0.2496	0.2626	0.2844	21.3	12.5	8.8
3	Yandy Díaz	0.2349	0.2451	0.2620	18.6	10.7	7.9
4	Colson Montgomery	0.2186	0.2052	0.1827	22.9	15.2	7.7
5	Miguel Vargas	0.1994	0.1881	0.1876	8.3	1.3	7.0
6	Sal Stewart	0.2128	0.2197	0.2399	18.9	13.2	5.7
7	Xavier Edwards	0.2511	0.2594	0.2648	8.2	2.4	5.7
8	Jake Mangum	0.2396	0.2498	0.2733	16.1	10.6	5.5
9	Trent Grisham	0.1998	0.1875	0.1551	21.6	16.4	5.3
10	Henry Bolte	0.2413	0.2510	0.3127	33.8	28.5	5.2

Razzball

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Elly De La Cruz	0.2155	0.2327	0.2605	26.3	16.8	9.5
2	Tristan Peters	0.2190	0.2036	0.2023	10.0	1.3	8.7
3	Josh Naylor	0.1953	0.2105	0.2407	27.1	18.8	8.3
4	Teoscar Hernández	0.2112	0.2303	0.2789	31.4	23.2	8.2
5	James Wood	0.2267	0.2421	0.2435	8.2	0.0	8.2
6	Ketel Marte	0.2233	0.2127	0.1830	27.5	19.4	8.1
7	Andy Pages	0.1947	0.2104	0.2336	20.2	12.5	7.7
8	Sam Antonacci	0.2069	0.2224	0.2430	18.1	10.7	7.3
9	Ildemaro Vargas	0.2196	0.2070	0.2055	8.7	1.4	7.3
10	Jacob Gonzalez	0.2190	0.1914	0.1875	8.0	1.2	6.8

Steamer

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Junior Caminero	0.2105	0.2154	0.2277	12.1	7.6	4.4
2	Willson Contreras	0.2187	0.2250	0.2483	15.8	11.7	4.1
3	James Wood	0.2374	0.2421	0.2435	3.8	0.0	3.8
4	Riley Greene	0.2362	0.2410	0.2604	14.4	10.7	3.7
5	Ildemaro Vargas	0.2159	0.2070	0.2055	5.0	1.4	3.6
6	Joc Pederson	0.2093	0.2002	0.1920	7.4	4.1	3.3
7	Hao-Yu Lee	0.2067	0.2141	0.2363	10.8	7.6	3.2
8	Elly De La Cruz	0.2293	0.2327	0.2605	19.9	16.8	3.1
9	Matt Olson	0.2165	0.2107	0.1957	14.5	11.4	3.1
10	Nick Kurtz	0.2189	0.2242	0.2789	26.1	23.2	2.9

The BAT

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Henry Bolte	0.2190	0.2510	0.3127	43.1	28.5	14.5
2	A.J. Ewing	0.2190	0.2349	0.2565	17.1	10.0	7.2
3	Jacob Gonzalez	0.2190	0.1914	0.1875	7.8	1.2	6.6
4	James Wood	0.2512	0.2421	0.2435	6.5	0.0	6.5
5	Jarren Duran	0.2215	0.2136	0.1968	16.7	11.1	5.6
6	Jacob Wilson	0.2517	0.2364	0.2210	11.2	5.7	5.6
7	Brett Bateman	0.2190	0.2473	0.3387	21.2	16.3	4.9
8	Luis Arraez	0.2543	0.2483	0.2388	11.9	7.1	4.8
9	Tyler Stephenson	0.2352	0.2262	0.2271	5.0	0.2	4.8
10	Max Muncy	0.1734	0.1828	0.2062	16.9	12.4	4.5

The BAT X

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Henry Bolte	0.2190	0.2510	0.3127	43.1	28.5	14.6
2	Jonathan Aranda	0.2332	0.2471	0.2730	24.9	16.4	8.5
3	James Wood	0.2538	0.2421	0.2435	8.0	0.0	8.0
4	A.J. Ewing	0.2190	0.2349	0.2565	17.2	10.0	7.3
5	Yordan Alvarez	0.2166	0.2274	0.2488	20.5	13.8	6.7
6	Jacob Gonzalez	0.2190	0.1914	0.1875	7.7	1.2	6.5
7	Michael Massey	0.1922	0.2058	0.2216	12.1	6.5	5.6
8	Riley Greene	0.2309	0.2410	0.2604	16.0	10.7	5.3
9	Bryan Reynolds	0.2393	0.2330	0.2262	11.0	5.7	5.3
10	Alec Burleson	0.2137	0.2225	0.2273	7.4	2.3	5.2

ZiPS

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Munetaka Murakami	0.2675	0.2214	0.1875	43.7	19.5	24.2
2	Kevin McGonigle	0.1701	0.1978	0.2383	49.0	27.7	21.3
3	Carter Jensen	0.2380	0.2193	0.1840	31.9	22.1	9.8
4	Alex Bregman	0.1884	0.1992	0.2025	10.6	1.3	9.3
5	Jake Bauers	0.1902	0.2027	0.2584	40.0	31.4	8.6
6	Justin Crawford	0.2781	0.2594	0.2429	15.9	8.3	7.6
7	Kyle Schwarber	0.1871	0.1949	0.2136	19.3	12.2	7.1
8	Jakob Marsee	0.1976	0.2067	0.2124	9.8	2.7	7.1
9	Nathaniel Lowe	0.2554	0.2392	0.2088	19.6	13.6	5.9
10	Chase DeLauter	0.1972	0.2053	0.2325	20.3	14.4	5.9

Double Rate

Everybody Missed for Double Rate

Player	Actual	ATC	Aggregate	Depth Charts	Marcel	OOPSY	Razzball	Steamer	The BAT	The BAT X	ZiPS
Jarren Duran	0.0399	0.0876 (27.7)	0.0874 (27.4)	0.0904 (29.0)	0.0968 (32.7)	0.0886 (27.6)	0.0831 (24.7)	0.0865 (26.5)	0.0829 (25.4)	0.0865 (27.6)	0.0964 (31.9)
Brice Turang	0.0932	0.0588 (24.8)	0.0582 (25.5)	0.0614 (23.5)	0.0567 (27.0)	0.0589 (25.7)	0.0542 (28.3)	0.0629 (22.6)	0.0578 (24.9)	0.0545 (27.2)	0.0602 (25.1)
Bryson Stott	0.0831	0.0573 (16.9)	0.0570 (17.4)	0.0550 (18.8)	0.0573 (17.6)	0.0601 (16.1)	0.0530 (20.0)	0.0580 (17.0)	0.0582 (15.9)	0.0580 (16.0)	0.0539 (20.2)
Bryan Reynolds	0.0952	0.0700 (19.1)	0.0706 (18.9)	0.0744 (16.5)	0.0769 (15.0)	0.0708 (19.5)	0.0721 (18.1)	0.0724 (18.0)	0.0623 (23.9)	0.0725 (16.8)	0.0746 (17.2)
Garrett Mitchell	0.1045	0.0669 (21.1)	0.0664 (21.5)	0.0708 (19.4)	0.0779 (15.8)	0.0681 (21.1)	0.0602 (25.0)	0.0684 (20.7)	0.0635 (22.4)	0.0618 (23.3)	0.0763 (17.1)
Cedric Mullins	0.0294	0.0635 (16.1)	0.0641 (16.2)	0.0654 (16.6)	0.0660 (16.8)	0.0664 (16.8)	0.0648 (16.4)	0.0683 (18.1)	0.0617 (15.6)	0.0594 (14.4)	0.0645 (15.6)
Troy Johnston	0.1013	0.0665 (16.5)	0.0658 (17.0)	0.0667 (16.8)	0.0526 (23.3)	0.0671 (16.9)	0.0564 (21.3)	0.0645 (17.8)	0.0682 (15.4)	0.0674 (15.8)	0.0704 (15.7)

Individual Misses for Double Rate

ATC

Rank	Player	Proj	Actual	Error
1	Carter Jensen	0.0708	0.1039	21.2
2	Randal Grichuk	0.0698	0.1302	17.5
3	Jac Caglianone	0.0634	0.0925	17.2
4	Chase Meidroth	0.0505	0.0740	16.4
5	Alec Burleson	0.0580	0.0801	16.1
6	Rafael Devers	0.0757	0.0989	16.0
7	Esmerlyn Valdez	0.0664	0.1176	15.3
8	JJ Wetherholt	0.0626	0.0359	15.2
9	Brandon Nimmo	0.0627	0.0829	14.6
10	Spencer Horwitz	0.0783	0.0456	13.8

Aggregate

Rank	Player	Proj	Actual	Error
1	Carter Jensen	0.0706	0.1039	21.5
2	Randal Grichuk	0.0680	0.1302	18.1
3	Jac Caglianone	0.0648	0.0925	16.6
4	Rafael Devers	0.0751	0.0989	16.6
5	Alec Burleson	0.0589	0.0801	15.9
6	Alika Williams	0.0555	0.1212	15.7
7	Chase Meidroth	0.0521	0.0740	15.6
8	Tristan Peters	0.0617	0.0909	15.5
9	JJ Wetherholt	0.0621	0.0359	14.7
10	Esmerlyn Valdez	0.0690	0.1176	14.7

Depth Charts

Rank	Player	Proj	Actual	Error
1	Hao-Yu Lee	0.0000	0.0802	30.2
2	Jared Young	0.0000	0.0711	25.3
3	Carter Jensen	0.0700	0.1039	22.1
4	Eduardo Valencia	0.0000	0.1556	21.9
5	Christian Encarnacion-Strand	0.0000	0.0985	21.6
6	Tristan Peters	0.0526	0.0909	20.2
7	Randal Grichuk	0.0632	0.1302	19.6
8	Anthony Seigler	0.0000	0.0976	17.4
9	Bryan Torres	0.1000	0.0079	16.9
10	Chase Meidroth	0.0508	0.0740	16.7

Marcel

Rank	Player	Proj	Actual	Error
1	Jac Caglianone	0.0516	0.0925	24.3
2	Jakob Marsee	0.0884	0.0492	22.2
3	Chase Meidroth	0.0482	0.0740	18.6
4	Alec Burleson	0.0578	0.0801	17.1
5	Mike Trout	0.0556	0.0790	16.9
6	Bo Bichette	0.0773	0.0500	16.8
7	Esmerlyn Valdez	0.0635	0.1176	16.4
8	Jonny DeLuca	0.0497	0.0909	16.4
9	Nasim Nuñez	0.0536	0.0175	16.2
10	Jake McCarthy	0.0430	0.0670	16.2

OOPSY

Rank	Player	Proj	Actual	Error
1	Carter Jensen	0.0701	0.1039	22.4
2	Randal Grichuk	0.0655	0.1302	19.1
3	Rafael Devers	0.0750	0.0989	17.3
4	JJ Wetherholt	0.0655	0.0359	16.2
5	Tristan Peters	0.0615	0.0909	16.1
6	Chase Meidroth	0.0531	0.0740	15.6
7	Alika Williams	0.0578	0.1212	15.4
8	Jac Caglianone	0.0681	0.0925	15.4
9	Alec Burleson	0.0608	0.0801	15.2
10	Nick Loftin	0.0594	0.0906	14.7

Razzball

Rank	Player	Proj	Actual	Error
1	Riley Greene	0.0579	0.0947	23.4
2	Sal Stewart	0.0921	0.0561	23.4
3	Carter Jensen	0.0679	0.1039	23.3
4	Kyle Stowers	0.0632	0.1007	20.6
5	Josh Naylor	0.0777	0.0450	19.5
6	Rafael Devers	0.0707	0.0989	19.5
7	Cole Young	0.0735	0.0418	18.6
8	Jac Caglianone	0.0617	0.0925	18.5
9	JJ Wetherholt	0.0679	0.0359	18.2
10	J.P. Crawford	0.0773	0.0392	17.3

Steamer

Rank	Player	Proj	Actual	Error
1	Carter Jensen	0.0727	0.1039	20.6
2	Randal Grichuk	0.0686	0.1302	18.1
3	Rafael Devers	0.0755	0.0989	16.6
4	Jac Caglianone	0.0659	0.0925	16.3
5	Alec Burleson	0.0588	0.0801	16.2
6	JJ Wetherholt	0.0647	0.0359	16.0
7	Alika Williams	0.0550	0.1212	16.0
8	Tristan Peters	0.0617	0.0909	15.8
9	Max Muncy	0.0596	0.0844	15.5
10	Esmerlyn Valdez	0.0679	0.1176	15.1

The BAT

Rank	Player	Proj	Actual	Error
1	Randal Grichuk	0.0636	0.1302	19.0
2	Carter Jensen	0.0750	0.1039	18.1
3	Brandon Nimmo	0.0573	0.0829	17.6
4	Jac Caglianone	0.0625	0.0925	17.3
5	Alec Burleson	0.0563	0.0801	16.7
6	Rafael Devers	0.0737	0.0989	16.7
7	JJ Wetherholt	0.0627	0.0359	15.8
8	Alika Williams	0.0558	0.1212	15.4
9	Chase Meidroth	0.0515	0.0740	15.2
10	Tristan Peters	0.0615	0.0909	15.0

The BAT X

Rank	Player	Proj	Actual	Error
1	Rafael Devers	0.0691	0.0989	19.7
2	Carter Jensen	0.0729	0.1039	19.5
3	Randal Grichuk	0.0648	0.1302	18.7
4	Chase Meidroth	0.0489	0.0740	16.9
5	JJ Wetherholt	0.0628	0.0359	15.8
6	Jac Caglianone	0.0655	0.0925	15.6
7	Alika Williams	0.0562	0.1212	15.3
8	Nasim Nuñez	0.0494	0.0175	15.1
9	Tristan Peters	0.0615	0.0909	15.1
10	Alec Burleson	0.0591	0.0801	15.0

ZiPS

Rank	Player	Proj	Actual	Error
1	Carter Jensen	0.0652	0.1039	25.7
2	Chase Meidroth	0.0468	0.0740	20.1
3	Randal Grichuk	0.0684	0.1302	18.4
4	Tristan Peters	0.0582	0.0909	18.0
5	Alec Burleson	0.0578	0.0801	17.6
6	Spencer Horwitz	0.0881	0.0456	17.4
7	Alika Williams	0.0536	0.1212	16.5
8	Jac Caglianone	0.0667	0.0925	16.5
9	Cole Carrigg	0.0547	0.0924	15.5
10	Austin Wells	0.0755	0.0318	15.4

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	Jared Young	0.0470	0.0632	0.0711	9.0	3.5	5.4
2	Jorbit Vivas	0.0406	0.0536	0.0570	6.7	2.1	4.6
3	Christian Encarnacion-Strand	0.0507	0.0726	0.0985	10.6	6.0	4.6
4	Mickey Gasper	0.0473	0.0627	0.0625	3.9	0.5	3.4
5	Elias Díaz	0.0431	0.0570	0.0813	9.5	6.3	3.2
6	Jonah Cox	0.0635	0.0465	0.0444	2.9	0.1	2.8
7	Victor Mesa Jr.	0.0753	0.0650	0.0468	6.9	4.1	2.8
8	Chase DeLauter	0.0675	0.0718	0.0750	5.3	3.1	2.2
9	Kevin McGonigle	0.0680	0.0653	0.0570	6.3	4.1	2.2
10	Munetaka Murakami	0.0597	0.0640	0.0714	7.6	5.5	2.2

Depth Charts

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Hao-Yu Lee	0.0000	0.0624	0.0802	30.2	7.4	22.8
2	Jared Young	0.0000	0.0632	0.0711	25.3	3.5	21.8
3	Christian Encarnacion-Strand	0.0000	0.0726	0.0985	21.6	6.0	15.5
4	Brandon Valenzuela	0.0000	0.0612	0.0552	15.7	1.0	14.8
5	Mickey Gasper	0.0000	0.0627	0.0625	14.7	0.5	14.2
6	Anthony Seigler	0.0000	0.0694	0.0976	17.4	5.3	12.1
7	Weston Wilson	0.1111	0.0590	0.0490	10.9	1.4	9.5
8	Blake Dunn	0.0000	0.0573	0.0648	10.5	1.5	8.9
9	Victor Mesa Jr.	0.0000	0.0650	0.0468	13.0	4.1	8.9
10	Eduardo Valencia	0.0000	0.0605	0.1556	21.9	13.5	8.4

Marcel

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Jakob Marsee	0.0884	0.0622	0.0492	22.2	6.5	15.7
2	Mike Trout	0.0556	0.0685	0.0790	16.9	8.2	8.7
3	Freddie Freeman	0.0941	0.0807	0.0705	13.4	5.1	8.3
4	Kyle Karros	0.0546	0.0737	0.0698	8.7	0.7	8.0
5	Jac Caglianone	0.0516	0.0648	0.0925	24.3	16.6	7.7
6	Jake McCarthy	0.0430	0.0543	0.0670	16.2	9.0	7.2
7	Jordan Walker	0.0637	0.0735	0.0805	13.3	6.3	7.1
8	Bo Bichette	0.0773	0.0671	0.0500	16.8	10.2	6.6
9	Troy Johnston	0.0526	0.0658	0.1013	23.3	17.0	6.3
10	Owen Caissie	0.0638	0.0810	0.0864	8.5	2.6	5.9

OOPSY

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Coby Mayo	0.0841	0.0753	0.0717	4.1	0.5	3.6
2	James Wood	0.0852	0.0893	0.0974	9.7	6.6	3.1
3	Dillon Dingler	0.0671	0.0715	0.0689	3.1	0.1	3.0
4	Jacob Wilson	0.0742	0.0658	0.0580	4.3	1.8	2.5
5	Bryce Eldridge	0.0703	0.0749	0.0909	10.8	8.3	2.5
6	Mike Yastrzemski	0.0670	0.0716	0.0711	3.1	0.8	2.3
7	Brooks Lee	0.0636	0.0590	0.0539	4.0	1.7	2.3
8	Geraldo Perdomo	0.0625	0.0583	0.0413	12.1	9.9	2.2
9	Xavier Edwards	0.0552	0.0506	0.0388	7.7	5.6	2.1
10	Jo Adell	0.0703	0.0662	0.0607	4.1	2.0	2.1

Razzball

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Sal Stewart	0.0921	0.0768	0.0561	23.4	12.8	10.5
2	Riley Greene	0.0579	0.0730	0.0947	23.4	14.2	9.1
3	Josh Naylor	0.0777	0.0646	0.0450	19.5	11.2	8.4
4	Yordan Alvarez	0.0650	0.0768	0.0829	14.3	5.9	8.4
5	Steven Kwan	0.0651	0.0532	0.0435	12.1	4.7	7.4
6	Matt McLain	0.0872	0.0725	0.0625	10.9	3.8	7.1
7	Corbin Carroll	0.0586	0.0689	0.0791	15.6	8.5	7.0
8	J.P. Crawford	0.0773	0.0627	0.0392	17.3	10.3	7.0
9	Colt Keith	0.0490	0.0646	0.0651	7.9	1.2	6.7
10	Willy Adames	0.0560	0.0685	0.0817	14.3	7.9	6.4

Steamer

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Munetaka Murakami	0.0552	0.0640	0.0714	10.6	5.5	5.1
2	Caleb Durbin	0.0705	0.0628	0.0584	5.3	1.1	4.2
3	Shohei Ohtani	0.0705	0.0765	0.0747	4.4	0.4	4.0
4	Mike Trout	0.0636	0.0685	0.0790	11.6	8.2	3.4
5	Jung Hoo Lee	0.0606	0.0659	0.0651	4.3	0.9	3.4
6	Kevin McGonigle	0.0697	0.0653	0.0570	6.9	4.1	2.8
7	Kazuma Okamoto	0.0634	0.0672	0.0732	8.1	5.4	2.8
8	Colson Montgomery	0.0591	0.0627	0.0769	13.2	10.6	2.6
9	Bryce Harper	0.0886	0.0844	0.0784	5.0	2.5	2.6
10	Geraldo Perdomo	0.0626	0.0583	0.0413	12.5	9.9	2.6

The BAT

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Daylen Lile	0.0733	0.0667	0.0609	7.3	2.2	5.1
2	Bryan Reynolds	0.0623	0.0706	0.0952	23.9	18.9	5.0
3	Josh Bell	0.0503	0.0585	0.0651	10.1	5.7	4.4
4	Brandon Nimmo	0.0573	0.0648	0.0829	17.6	13.5	4.1
5	Tyler Stephenson	0.0647	0.0739	0.0806	8.0	4.3	3.7
6	Randy Arozarena	0.0658	0.0722	0.0840	13.0	9.5	3.5
7	Jung Hoo Lee	0.0737	0.0659	0.0651	4.3	0.9	3.3
8	Hunter Goodman	0.0846	0.0804	0.0651	10.5	7.3	3.1
9	Luis García Jr.	0.0577	0.0646	0.0665	5.4	2.3	3.1
10	Chase DeLauter	0.0651	0.0718	0.0750	6.2	3.1	3.1

The BAT X

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Daylen Lile	0.0749	0.0667	0.0609	8.4	2.2	6.1
2	Mauricio Dubón	0.0467	0.0572	0.0566	6.9	1.1	5.8
3	Shohei Ohtani	0.0855	0.0765	0.0747	5.9	0.4	5.5
4	Matt Olson	0.0675	0.0765	0.0811	10.4	5.0	5.4
5	Jackson Merrill	0.0803	0.0733	0.0599	12.7	7.3	5.4
6	Ezequiel Duran	0.0614	0.0734	0.0696	5.7	0.8	4.9
7	Byron Buxton	0.0921	0.0816	0.0729	7.3	2.6	4.7
8	Caleb Durbin	0.0509	0.0628	0.0584	5.2	1.1	4.0
9	Michael Busch	0.0770	0.0726	0.0643	8.1	4.2	3.9
10	Jakob Marsee	0.0673	0.0622	0.0492	10.4	6.5	3.9

ZiPS

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Pete Alonso	0.0854	0.0704	0.0608	14.4	5.1	9.4
2	Willson Contreras	0.0922	0.0757	0.0724	8.5	0.5	8.0
3	Otto Lopez	0.0524	0.0601	0.0595	7.6	1.2	6.4
4	Kevin McGonigle	0.0748	0.0653	0.0570	9.8	4.1	5.7
5	Freddie Freeman	0.0907	0.0807	0.0705	10.7	5.1	5.5
6	Drake Baldwin	0.0719	0.0615	0.0533	9.0	3.5	5.5
7	Braden Montgomery	0.0918	0.0759	0.0650	8.3	3.1	5.2
8	Jordan Walker	0.0673	0.0735	0.0805	11.5	6.3	5.2
9	Jackson Chourio	0.0864	0.0765	0.0740	4.8	0.0	4.8
10	Jarren Duran	0.0964	0.0874	0.0399	31.9	27.4	4.5

Triple Rate

Everybody Missed for Triple Rate

Player	Actual	ATC	Aggregate	Depth Charts	Marcel	OOPSY	Razzball	Steamer	The BAT	The BAT X	ZiPS
Jake McCarthy	0.0290	0.0154 (8.0)	0.0171 (7.2)	0.0195 (5.6)	0.0195 (6.0)	0.0190 (5.9)	0.0169 (7.2)	0.0168 (7.3)	0.0149 (8.3)	0.0163 (7.4)	0.0201 (6.1)
Leody Taveras	0.0195	0.0023 (8.2)	0.0065 (6.3)	0.0000 (9.4)	0.0085 (5.6)	0.0076 (5.6)	0.0065 (6.2)	0.0075 (5.8)	0.0047 (7.0)	0.0066 (6.1)	0.0106 (4.9)
Corbin Carroll	0.0408	0.0265 (9.4)	0.0259 (10.0)	0.0302 (7.0)	0.0313 (6.8)	0.0281 (8.4)	0.0259 (9.9)	0.0267 (9.4)	0.0245 (10.8)	0.0180 (15.1)	0.0318 (6.9)
Geraldo Perdomo	0.0186	0.0081 (7.0)	0.0080 (7.3)	0.0082 (7.0)	0.0094 (6.7)	0.0076 (7.3)	0.0074 (7.6)	0.0079 (7.3)	0.0077 (7.2)	0.0077 (7.2)	0.0094 (7.2)
Bobby Witt Jr.	0.0023	0.0135 (7.3)	0.0131 (6.7)	0.0147 (7.9)	0.0159 (8.2)	0.0145 (7.8)	0.0102 (5.0)	0.0105 (5.2)	0.0133 (7.1)	0.0121 (6.4)	0.0174 (8.7)
Zach Neto	0.0132	0.0032 (6.9)	0.0033 (7.0)	0.0024 (7.5)	0.0029 (7.7)	0.0026 (7.4)	0.0030 (7.2)	0.0031 (7.2)	0.0031 (6.9)	0.0055 (5.2)	0.0028 (8.3)
Otto Lopez	0.0167	0.0062 (7.0)	0.0059 (7.5)	0.0065 (6.9)	0.0025 (10.2)	0.0056 (7.5)	0.0029 (9.5)	0.0029 (9.5)	0.0061 (7.1)	0.0074 (6.2)	0.0100 (5.6)

Individual Misses for Triple Rate

ATC

Rank	Player	Proj	Actual	Error
1	Pete Crow-Armstrong	0.0123	0.0201	5.5
2	Nick Gonzales	0.0106	0.0022	5.3
3	Cam Smith	0.0078	0.0172	5.2
4	Jackson Chourio	0.0084	0.0000	5.0
5	Trea Turner	0.0088	0.0021	4.9
6	Colson Montgomery	0.0074	0.0000	4.9
7	Julio Rodríguez	0.0070	0.0000	4.7
8	Francisco Lindor	0.0030	0.0132	4.7
9	Jonny DeLuca	0.0121	0.0000	4.6
10	Dominic Canzone	0.0028	0.0115	4.5

Aggregate

Rank	Player	Proj	Actual	Error
1	Pete Crow-Armstrong	0.0128	0.0201	5.3
2	A.J. Ewing	0.0141	0.0032	5.3
3	Cam Smith	0.0083	0.0172	5.1
4	Dominic Canzone	0.0022	0.0115	5.0
5	Jakob Marsee	0.0103	0.0181	4.9
6	Julio Rodríguez	0.0075	0.0000	4.9
7	Nick Gonzales	0.0103	0.0022	4.9
8	Francisco Lindor	0.0031	0.0132	4.8
9	Trea Turner	0.0090	0.0021	4.8
10	Luis García Jr.	0.0043	0.0128	4.7

Depth Charts

Rank	Player	Proj	Actual	Error
1	Nick Gonzales	0.0132	0.0022	6.7
2	Michael Harris II	0.0121	0.0022	6.2
3	Pete Crow-Armstrong	0.0119	0.0201	5.9
4	Colson Montgomery	0.0090	0.0000	5.8
5	Tristan Peters	0.0000	0.0117	5.7
6	Sam Antonacci	0.0000	0.0101	5.6
7	Jonny DeLuca	0.0146	0.0000	5.4
8	Jackson Chourio	0.0089	0.0000	5.1
9	Francisco Lindor	0.0023	0.0132	5.1
10	Bryce Harper	0.0000	0.0074	5.0

Marcel

Rank	Player	Proj	Actual	Error
1	Daylen Lile	0.0293	0.0174	7.4
2	Dominic Canzone	0.0000	0.0115	6.5
3	Cam Smith	0.0070	0.0172	6.2
4	Jonny DeLuca	0.0166	0.0000	5.9
5	Bryson Stott	0.0052	0.0139	5.6
6	Bryce Harper	0.0000	0.0074	5.5
7	Pete Crow-Armstrong	0.0131	0.0201	5.5
8	Jackson Chourio	0.0102	0.0000	5.5
9	Francisco Lindor	0.0024	0.0132	5.4
10	Seiya Suzuki	0.0115	0.0027	5.1

OOPSY

Rank	Player	Proj	Actual	Error
1	Jordan Walker	0.0086	0.0000	5.9
2	Colson Montgomery	0.0090	0.0000	5.8
3	Jakob Marsee	0.0088	0.0181	5.6
4	Bryson Stott	0.0045	0.0139	5.6
5	Nick Gonzales	0.0110	0.0022	5.4
6	Dominic Canzone	0.0018	0.0115	5.1
7	Francisco Lindor	0.0023	0.0132	5.1
8	Carter Jensen	0.0139	0.0059	4.9
9	Kevin McGonigle	0.0032	0.0102	4.8
10	Luis Arraez	0.0048	0.0120	4.6

Razzball

Rank	Player	Proj	Actual	Error
1	Pete Crow-Armstrong	0.0097	0.0201	7.4
2	Jonny DeLuca	0.0156	0.0000	5.8
3	Francisco Lindor	0.0021	0.0132	5.2
4	Dominic Canzone	0.0017	0.0115	5.2
5	Dustin Harris	0.0000	0.0339	5.1
6	Luis García Jr.	0.0035	0.0128	5.0
7	Michael Harris II	0.0102	0.0022	5.0
8	Trea Turner	0.0090	0.0021	4.9
9	Nick Gonzales	0.0102	0.0022	4.9
10	Ezequiel Tovar	0.0095	0.0000	4.8

Steamer

Rank	Player	Proj	Actual	Error
1	Pete Crow-Armstrong	0.0099	0.0201	7.4
2	Jonny DeLuca	0.0157	0.0000	5.8
3	Francisco Lindor	0.0021	0.0132	5.3
4	Nick Gonzales	0.0108	0.0022	5.2
5	Dominic Canzone	0.0019	0.0115	5.2
6	Michael Harris II	0.0104	0.0022	5.1
7	Luis García Jr.	0.0036	0.0128	5.0
8	Trea Turner	0.0091	0.0021	4.9
9	Ezequiel Tovar	0.0097	0.0000	4.9
10	Jarren Duran	0.0206	0.0133	4.4

The BAT

Rank	Player	Proj	Actual	Error
1	Cam Smith	0.0052	0.0172	6.7
2	Julio Rodríguez	0.0091	0.0000	6.1
3	Jakob Marsee	0.0080	0.0181	6.1
4	Bryan Reynolds	0.0149	0.0071	5.6
5	Kody Clemens	0.0087	0.0183	5.5
6	Bryson Stott	0.0049	0.0139	5.3
7	Trea Turner	0.0092	0.0021	5.2
8	Dominic Canzone	0.0016	0.0115	5.2
9	Pete Crow-Armstrong	0.0130	0.0201	4.9
10	Luis Arraez	0.0047	0.0120	4.7

The BAT X

Rank	Player	Proj	Actual	Error
1	Julio Rodríguez	0.0144	0.0000	9.6
2	Cam Smith	0.0048	0.0172	6.9
3	Jakob Marsee	0.0075	0.0181	6.4
4	Kody Clemens	0.0074	0.0183	6.2
5	Trea Turner	0.0105	0.0021	6.1
6	Jackson Chourio	0.0097	0.0000	5.7
7	Luis García Jr.	0.0032	0.0128	5.1
8	Kyle Stowers	0.0049	0.0149	5.0
9	Dominic Canzone	0.0020	0.0115	4.9
10	Heliot Ramos	0.0035	0.0147	4.8

ZiPS

Rank	Player	Proj	Actual	Error
1	A.J. Ewing	0.0221	0.0032	8.6
2	Nick Gonzales	0.0147	0.0022	6.8
3	Carson Benge	0.0176	0.0069	6.1
4	Bryce Harper	0.0000	0.0074	6.0
5	Lane Thomas	0.0171	0.0000	5.9
6	Colson Montgomery	0.0103	0.0000	5.7
7	Daylen Lile	0.0271	0.0174	5.5
8	Willi Castro	0.0161	0.0035	5.4
9	Luis Arraez	0.0052	0.0120	5.4
10	Dominic Canzone	0.0034	0.0115	5.1

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	Cole Carrigg	0.0056	0.0184	0.0168	4.1	0.6	3.5
2	Sam Antonacci	0.0034	0.0083	0.0101	3.6	1.1	2.5
3	Leody Taveras	0.0023	0.0065	0.0195	8.2	6.3	1.9
4	Jonah Cox	0.0056	0.0163	0.0222	2.8	1.0	1.8
5	Tristan Peters	0.0036	0.0073	0.0117	3.9	2.2	1.7
6	Jared Young	0.0014	0.0049	0.0126	3.7	2.6	1.1
7	Brett Sullivan	0.0146	0.0104	0.0057	2.2	1.1	1.1
8	Drew Gilbert	0.0039	0.0069	0.0114	2.9	1.8	1.0
9	Max Clark	0.0056	0.0110	0.0216	3.2	2.2	1.0
10	Tommy White	0.0056	0.0009	0.0000	1.1	0.2	1.0

Depth Charts

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Sam Antonacci	0.0000	0.0083	0.0101	5.6	1.1	4.5
2	Daylen Lile	0.0250	0.0192	0.0174	5.0	1.1	3.9
3	Cole Carrigg	0.0056	0.0184	0.0168	4.1	0.6	3.6
4	Tristan Peters	0.0000	0.0073	0.0117	5.7	2.2	3.5
5	Leody Taveras	0.0000	0.0065	0.0195	9.4	6.3	3.1
6	Hao-Yu Lee	0.0000	0.0091	0.0084	3.0	0.2	2.8
7	Drew Gilbert	0.0000	0.0069	0.0114	4.5	1.8	2.6
8	Michael Harris II	0.0121	0.0082	0.0022	6.2	3.7	2.5
9	Jung Hoo Lee	0.0164	0.0125	0.0084	4.7	2.3	2.4
10	Esteury Ruiz	0.0185	0.0095	0.0078	2.8	0.4	2.4

Marcel

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Daylen Lile	0.0293	0.0192	0.0174	7.4	1.1	6.3
2	Cole Carrigg	0.0056	0.0184	0.0168	4.4	0.6	3.8
3	Sal Stewart	0.0066	0.0012	0.0000	4.2	0.8	3.4
4	Shohei Ohtani	0.0200	0.0143	0.0115	4.9	1.7	3.2
5	Otto Lopez	0.0025	0.0059	0.0167	10.2	7.5	2.7
6	Dillon Dingler	0.0102	0.0054	0.0051	2.7	0.1	2.6
7	Jung Hoo Lee	0.0175	0.0125	0.0084	4.9	2.3	2.6
8	Jarren Duran	0.0223	0.0178	0.0133	5.1	2.7	2.4
9	Hunter Goodman	0.0123	0.0077	0.0065	3.0	0.6	2.4
10	David Hamilton	0.0047	0.0101	0.0114	2.8	0.5	2.3

OOPSY

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Kevin McGonigle	0.0032	0.0081	0.0102	4.8	1.5	3.3
2	Junior Caminero	0.0069	0.0030	0.0022	3.4	0.5	2.9
3	Elly De La Cruz	0.0191	0.0148	0.0140	3.3	0.5	2.9
4	Cole Carrigg	0.0244	0.0184	0.0168	2.9	0.6	2.3
5	Jordan Walker	0.0086	0.0054	0.0000	5.9	3.6	2.3
6	Hao-Yu Lee	0.0148	0.0091	0.0084	2.4	0.2	2.2
7	Carter Jensen	0.0139	0.0111	0.0059	4.9	3.1	1.9
8	Riley Greene	0.0115	0.0087	0.0059	3.4	1.6	1.8
9	Jarren Duran	0.0205	0.0178	0.0133	4.5	2.7	1.8
10	Fernando Tatis Jr.	0.0032	0.0058	0.0063	2.0	0.4	1.6

Razzball

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Brandon Nimmo	0.0035	0.0069	0.0092	3.7	1.6	2.2
2	Pete Crow-Armstrong	0.0097	0.0128	0.0201	7.4	5.3	2.1
3	Otto Lopez	0.0029	0.0059	0.0167	9.5	7.5	1.9
4	Michael Busch	0.0094	0.0070	0.0048	3.3	1.5	1.8
5	Jonah Cox	0.0056	0.0163	0.0222	2.8	1.0	1.8
6	Jung Hoo Lee	0.0154	0.0125	0.0084	4.1	2.3	1.8
7	Jarren Duran	0.0203	0.0178	0.0133	4.3	2.7	1.6
8	Cole Carrigg	0.0111	0.0184	0.0168	2.1	0.6	1.5
9	Michael Harris II	0.0102	0.0082	0.0022	5.0	3.7	1.3
10	Jonny DeLuca	0.0156	0.0122	0.0000	5.8	4.5	1.3

Steamer

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Brandon Nimmo	0.0035	0.0069	0.0092	3.8	1.6	2.2
2	Pete Crow-Armstrong	0.0099	0.0128	0.0201	7.4	5.3	2.1
3	Otto Lopez	0.0029	0.0059	0.0167	9.5	7.5	2.0
4	Michael Busch	0.0095	0.0070	0.0048	3.4	1.5	1.9
5	Jarren Duran	0.0206	0.0178	0.0133	4.4	2.7	1.8
6	Jung Hoo Lee	0.0154	0.0125	0.0084	4.0	2.3	1.7
7	Daylen Lile	0.0213	0.0192	0.0174	2.5	1.1	1.4
8	Michael Harris II	0.0104	0.0082	0.0022	5.1	3.7	1.4
9	Hunter Goodman	0.0099	0.0077	0.0065	1.9	0.6	1.3
10	Jonny DeLuca	0.0157	0.0122	0.0000	5.8	4.5	1.3

The BAT

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Bryan Reynolds	0.0149	0.0084	0.0071	5.6	0.8	4.7
2	Cole Carrigg	0.0056	0.0184	0.0168	4.1	0.6	3.5
3	Jackson Merrill	0.0058	0.0094	0.0115	3.6	1.5	2.1
4	Matt McLain	0.0102	0.0064	0.0035	3.5	1.4	2.1
5	Manny Machado	0.0034	0.0010	0.0000	2.5	0.6	1.9
6	Pete Alonso	0.0045	0.0023	0.0000	3.3	1.6	1.8
7	Jonah Cox	0.0056	0.0163	0.0222	2.8	1.0	1.8
8	Carson Benge	0.0032	0.0079	0.0069	2.3	0.6	1.7
9	Hao-Yu Lee	0.0031	0.0091	0.0084	1.8	0.2	1.6
10	Brandon Nimmo	0.0138	0.0069	0.0092	3.2	1.6	1.6

The BAT X

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Corbin Carroll	0.0180	0.0259	0.0408	15.1	10.0	5.0
2	Julio Rodríguez	0.0144	0.0075	0.0000	9.6	4.9	4.7
3	Cole Carrigg	0.0056	0.0184	0.0168	4.1	0.6	3.5
4	Jackson Merrill	0.0046	0.0094	0.0115	4.4	1.5	2.9
5	Gunnar Henderson	0.0064	0.0108	0.0135	4.8	2.0	2.8
6	Brice Turang	0.0118	0.0071	0.0076	3.1	0.4	2.7
7	Daylen Lile	0.0114	0.0192	0.0174	3.7	1.1	2.6
8	Marcus Semien	0.0099	0.0055	0.0026	4.1	1.5	2.6
9	Fernando Tatis Jr.	0.0099	0.0058	0.0063	2.8	0.4	2.4
10	Elly De La Cruz	0.0098	0.0148	0.0140	2.5	0.5	2.0

ZiPS

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Carson Benge	0.0176	0.0079	0.0069	6.1	0.6	5.5
2	Daylen Lile	0.0271	0.0192	0.0174	5.5	1.1	4.4
3	A.J. Ewing	0.0221	0.0141	0.0032	8.6	5.3	3.3
4	Lane Thomas	0.0171	0.0078	0.0000	5.9	2.9	3.0
5	Isaac Collins	0.0175	0.0115	0.0093	3.6	1.1	2.5
6	Evan Carter	0.0193	0.0128	0.0107	3.3	0.9	2.4
7	Chase DeLauter	0.0000	0.0029	0.0075	4.9	2.6	2.3
8	Bryce Harper	0.0000	0.0021	0.0074	6.0	3.7	2.3
9	Jac Caglianone	0.0029	0.0055	0.0058	2.3	0.2	2.1
10	Sam Antonacci	0.0172	0.0083	0.0101	3.2	1.1	2.1

Run Rate

Everybody Missed for Run Rate

Player	Actual	ATC	Aggregate	Depth Charts	Marcel	OOPSY	Razzball	Steamer	The BAT	The BAT X	ZiPS
Zack Gelof	0.1747	0.1206 (24.1)	0.1188 (24.6)	0.1214 (24.7)	0.1165 (26.6)	0.1095 (28.5)	0.1143 (26.2)	0.1128 (26.9)	0.1231 (22.3)	0.1225 (22.6)	0.1287 (22.1)
Shohei Ohtani	0.1440	0.1839 (23.8)	0.1843 (24.6)	0.1870 (24.5)	0.1791 (19.9)	0.1827 (23.7)	0.1802 (22.5)	0.1821 (23.6)	0.1845 (25.3)	0.1832 (24.4)	0.1934 (27.6)
Cal Raleigh	0.0925	0.1379 (23.4)	0.1373 (23.5)	0.1397 (23.2)	0.1370 (22.1)	0.1326 (21.1)	0.1409 (25.8)	0.1442 (27.5)	0.1403 (25.5)	0.1314 (20.8)	0.1337 (19.3)
Jeremy Peña	0.1698	0.1290 (20.4)	0.1276 (20.6)	0.1268 (22.4)	0.1231 (23.9)	0.1245 (22.0)	0.1285 (19.8)	0.1311 (18.6)	0.1295 (19.2)	0.1289 (19.6)	0.1214 (25.7)
Jake Bauers	0.1609	0.1164 (26.5)	0.1162 (26.1)	0.1190 (26.2)	0.1228 (23.7)	0.1176 (25.2)	0.1134 (27.3)	0.1142 (26.9)	0.1130 (27.5)	0.1145 (26.7)	0.1242 (24.0)
Dansby Swanson	0.1687	0.1245 (22.2)	0.1194 (24.2)	0.1195 (25.6)	0.1300 (20.2)	0.1137 (26.9)	0.1114 (27.7)	0.1097 (28.6)	0.1216 (22.7)	0.1255 (20.9)	0.1294 (21.4)
Randy Arozarena	0.1687	0.1318 (25.6)	0.1273 (28.1)	0.1252 (31.4)	0.1299 (27.9)	0.1238 (30.3)	0.1145 (36.1)	0.1218 (31.3)	0.1351 (22.2)	0.1349 (22.5)	0.1290 (29.7)

Individual Misses for Run Rate

ATC

Rank	Player	Proj	Actual	Error
1	Jordan Walker	0.1035	0.1454	28.9
2	James Wood	0.1315	0.1701	24.9
3	Julio Rodríguez	0.1432	0.1055	23.7
4	Bryan Reynolds	0.1161	0.1459	21.8
5	Nico Hoerner	0.1224	0.0900	21.4
6	Pete Crow-Armstrong	0.1361	0.1639	21.2
7	Josh Naylor	0.1225	0.0892	20.7
8	Miguel Vargas	0.1228	0.1506	20.5
9	Andrés Giménez	0.1129	0.0748	18.6
10	Otto Lopez	0.1121	0.1368	18.0

Aggregate

Rank	Player	Proj	Actual	Error
1	Jordan Walker	0.1073	0.1454	25.8
2	Julio Rodríguez	0.1410	0.1055	22.9
3	James Wood	0.1348	0.1701	22.4
4	Miguel Vargas	0.1207	0.1506	21.4
5	Pete Crow-Armstrong	0.1359	0.1639	20.7
6	Andrés Giménez	0.1150	0.0748	20.2
7	Nico Hoerner	0.1193	0.0900	19.8
8	Bryan Reynolds	0.1186	0.1459	19.5
9	Josh Naylor	0.1196	0.0892	19.4
10	Jackson Chourio	0.1350	0.1675	19.0

Depth Charts

Rank	Player	Proj	Actual	Error
1	Jordan Walker	0.1015	0.1454	31.6
2	Bryan Reynolds	0.1118	0.1459	26.2
3	Julio Rodríguez	0.1414	0.1055	21.2
4	James Wood	0.1398	0.1701	21.1
5	Ronald Acuña Jr.	0.1767	0.1301	20.2
6	Otto Lopez	0.1117	0.1368	19.6
7	Andrés Giménez	0.1160	0.0748	19.2
8	Pete Crow-Armstrong	0.1413	0.1639	18.9
9	Nico Hoerner	0.1203	0.0900	18.5
10	Miguel Vargas	0.1279	0.1506	18.4

Marcel

Rank	Player	Proj	Actual	Error
1	James Wood	0.1261	0.1701	29.2
2	Jordan Walker	0.1051	0.1454	28.8
3	Nico Hoerner	0.1341	0.0900	28.5
4	Pete Crow-Armstrong	0.1291	0.1639	27.3
5	Bryan Reynolds	0.1130	0.1459	25.0
6	Josh Naylor	0.1257	0.0892	21.8
7	Seiya Suzuki	0.1209	0.1514	21.2
8	Chase Meidroth	0.1102	0.1400	21.0
9	Ben Rice	0.1288	0.1574	21.0
10	Miguel Vargas	0.1245	0.1506	20.3

OOPSY

Rank	Player	Proj	Actual	Error
1	Jarren Duran	0.1527	0.1086	26.6
2	Corbin Carroll	0.1730	0.1356	24.9
3	James Wood	0.1314	0.1701	24.4
4	Gunnar Henderson	0.1603	0.1254	24.2
5	Miguel Vargas	0.1171	0.1506	23.8
6	Brice Turang	0.1169	0.1500	22.7
7	Isaac Collins	0.1329	0.0906	21.8
8	Jackson Chourio	0.1302	0.1675	21.6
9	Julio Rodríguez	0.1378	0.1055	20.9
10	Austin Riley	0.1350	0.1016	20.8

Razzball

Rank	Player	Proj	Actual	Error
1	Pete Crow-Armstrong	0.1147	0.1639	35.6
2	Jordan Walker	0.1046	0.1454	27.1
3	Miguel Vargas	0.1139	0.1506	25.7
4	Sam Antonacci	0.1000	0.1454	25.2
5	Salvador Perez	0.1177	0.0797	24.0
6	Brice Turang	0.1173	0.1500	22.1
7	Andrés Giménez	0.1147	0.0748	20.4
8	James Wood	0.1375	0.1701	20.2
9	Brandon Nimmo	0.1298	0.0992	20.1
10	Otto Lopez	0.1077	0.1368	19.9

Steamer

Rank	Player	Proj	Actual	Error
1	Jordan Walker	0.1057	0.1454	26.4
2	Salvador Perez	0.1208	0.0797	25.8
3	Miguel Vargas	0.1156	0.1506	24.5
4	Josh Naylor	0.1249	0.0892	23.3
5	Sam Antonacci	0.1042	0.1454	22.9
6	Brandon Nimmo	0.1324	0.0992	21.8
7	Julio Rodríguez	0.1380	0.1055	21.4
8	Pete Crow-Armstrong	0.1346	0.1639	21.1
9	Andrés Giménez	0.1151	0.0748	20.6
10	Otto Lopez	0.1073	0.1368	20.2

The BAT

Rank	Player	Proj	Actual	Error
1	Jordan Walker	0.1046	0.1454	27.0
2	Julio Rodríguez	0.1461	0.1055	26.8
3	Miguel Vargas	0.1138	0.1506	25.6
4	JJ Wetherholt	0.1046	0.1438	24.0
5	Josh Naylor	0.1246	0.0892	23.2
6	James Wood	0.1336	0.1701	22.5
7	Nico Hoerner	0.1218	0.0900	22.2
8	Andrés Giménez	0.1168	0.0748	21.5
9	Brandon Nimmo	0.1311	0.0992	21.1
10	Jackson Chourio	0.1315	0.1675	20.4

The BAT X

Rank	Player	Proj	Actual	Error
1	Julio Rodríguez	0.1449	0.1055	25.9
2	James Wood	0.1299	0.1701	24.9
3	JJ Wetherholt	0.1050	0.1438	23.9
4	Jackson Chourio	0.1288	0.1675	22.1
5	Nico Hoerner	0.1212	0.0900	21.7
6	Chase Meidroth	0.1062	0.1400	21.5
7	Andrés Giménez	0.1167	0.0748	21.4
8	Salvador Perez	0.1127	0.0797	20.8
9	Miguel Vargas	0.1209	0.1506	20.8
10	Jordan Walker	0.1161	0.1454	19.4

ZiPS

Rank	Player	Proj	Actual	Error
1	Jordan Walker	0.0981	0.1454	34.7
2	Bryan Reynolds	0.1061	0.1459	31.2
3	Ronald Acuña Jr.	0.1925	0.1301	27.0
4	James Wood	0.1354	0.1701	24.6
5	Nico Hoerner	0.1291	0.0900	23.7
6	Julio Rodríguez	0.1448	0.1055	22.6
7	Justin Crawford	0.1556	0.1032	22.1
8	Nolan Arenado	0.1034	0.1336	20.9
9	Geraldo Perdomo	0.1452	0.1103	20.5
10	Seiya Suzuki	0.1244	0.1514	20.2

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	Yordan Alvarez	0.1390	0.1479	0.1517	9.8	3.0	6.8
2	Yandy Díaz	0.1188	0.1249	0.1356	12.5	7.6	4.8
3	Jacob Gonzalez	0.1184	0.0890	0.0925	5.6	0.9	4.6
4	Jorbit Vivas	0.1155	0.1039	0.0879	9.5	5.6	3.9
5	Cole Young	0.1069	0.1121	0.1191	8.7	4.8	3.9
6	Michael Harris II	0.1199	0.1253	0.1272	5.4	1.5	3.9
7	Nick Kurtz	0.1622	0.1526	0.1429	7.8	4.0	3.8
8	Jake McCarthy	0.1212	0.1267	0.1342	8.6	4.8	3.7
9	Travis Bazzana	0.1213	0.1136	0.1083	6.0	2.5	3.5
10	Tristan Peters	0.0973	0.1036	0.1283	15.9	12.4	3.5

Depth Charts

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Nick Sogard	0.1429	0.1049	0.1047	9.6	0.1	9.5
2	Mickey Gasper	0.1667	0.1107	0.1156	10.7	1.2	9.5
3	Hao-Yu Lee	0.1429	0.1147	0.1099	10.8	1.6	9.2
4	Nicky Lopez	0.1429	0.1061	0.0926	12.6	3.5	9.1
5	Justin Foscue	0.1429	0.1089	0.1053	8.4	0.8	7.7
6	Alika Williams	0.0714	0.0981	0.1255	13.3	6.5	6.8
7	Bryan Reynolds	0.1118	0.1186	0.1459	26.2	19.5	6.8
8	Bryan Torres	0.1429	0.1045	0.0899	9.4	2.7	6.7
9	Brandon Valenzuela	0.0769	0.0958	0.1070	9.1	3.2	5.9
10	Rodolfo Durán	0.1667	0.1001	0.0879	6.9	1.1	5.8

Marcel

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Yordan Alvarez	0.1295	0.1479	0.1517	17.4	3.0	14.4
2	Jac Caglianone	0.1009	0.1205	0.1302	17.8	5.7	12.1
3	Josh Bell	0.1002	0.1155	0.1236	16.6	5.5	11.1
4	Colson Montgomery	0.1364	0.1168	0.1113	14.2	3.2	11.0
5	Michael Harris II	0.1119	0.1253	0.1272	11.3	1.5	9.8
6	Nasim Nuñez	0.1357	0.1101	0.1116	10.5	1.0	9.5
7	Brooks Lee	0.0931	0.1049	0.1141	15.0	6.1	8.9
8	Nico Hoerner	0.1341	0.1193	0.0900	28.5	19.8	8.6
9	Oneil Cruz	0.1178	0.1356	0.1551	16.8	8.4	8.5
10	Tyler Soderstrom	0.1099	0.1255	0.1280	9.5	1.4	8.1

OOPSY

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Jung Hoo Lee	0.1360	0.1165	0.1123	13.5	2.2	11.3
2	Jarren Duran	0.1527	0.1357	0.1086	26.6	16.2	10.4
3	Corbin Carroll	0.1730	0.1598	0.1356	24.9	15.9	9.0
4	Sal Stewart	0.1108	0.1237	0.1243	9.7	0.8	9.0
5	Nasim Nuñez	0.0933	0.1101	0.1116	9.2	1.0	8.2
6	Gunnar Henderson	0.1603	0.1493	0.1254	24.2	16.4	7.8
7	Trea Turner	0.1268	0.1376	0.1443	12.5	5.1	7.4
8	Zach Neto	0.1246	0.1350	0.1449	14.5	7.3	7.2
9	Zach McKinstry	0.1323	0.1183	0.0993	13.8	7.8	6.0
10	Caleb Durbin	0.1069	0.1172	0.1263	11.6	5.6	5.9

Razzball

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Pete Crow-Armstrong	0.1147	0.1359	0.1639	35.6	20.7	14.9
2	Elly De La Cruz	0.1282	0.1429	0.1557	17.3	8.4	8.9
3	Sam Antonacci	0.1000	0.1157	0.1454	25.2	16.9	8.3
4	Randy Arozarena	0.1145	0.1273	0.1687	36.1	28.1	8.1
5	Munetaka Murakami	0.1184	0.1305	0.1483	16.4	10.1	6.3
6	David Hamilton	0.1031	0.1200	0.1266	9.0	2.8	6.2
7	Riley Greene	0.1192	0.1300	0.1334	8.3	2.3	6.0
8	Christian Yelich	0.1127	0.1249	0.1380	12.5	6.8	5.7
9	Taylor Walls	0.0945	0.1083	0.1386	19.0	13.3	5.6
10	Carlos Cortes	0.1259	0.1123	0.0787	18.1	12.6	5.5

Steamer

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Kevin McGonigle	0.1111	0.1238	0.1372	18.3	9.9	8.5
2	Isaac Paredes	0.1349	0.1240	0.1047	20.0	12.4	7.6
3	Salvador Perez	0.1208	0.1098	0.0797	25.8	18.5	7.3
4	Ketel Marte	0.1525	0.1428	0.1250	17.2	10.8	6.5
5	Carson Benge	0.1087	0.1190	0.1315	14.8	8.5	6.3
6	Sam Antonacci	0.1042	0.1157	0.1454	22.9	16.9	6.0
7	Kyle Schwarber	0.1543	0.1465	0.1355	13.2	7.4	5.9
8	Kyle Tucker	0.1606	0.1524	0.1435	10.8	5.2	5.6
9	Vinnie Pasquantino	0.1303	0.1206	0.1123	8.7	3.7	5.0
10	Luis Arraez	0.1220	0.1152	0.1023	13.0	8.1	4.9

The BAT

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Jazz Chisholm Jr.	0.1509	0.1353	0.1297	11.5	2.7	8.8
2	JJ Wetherholt	0.1046	0.1156	0.1438	24.0	17.8	6.2
3	Cedric Mullins	0.1289	0.1178	0.1116	8.9	2.9	6.0
4	Chandler Simpson	0.1268	0.1184	0.1078	11.9	6.1	5.7
5	José Caballero	0.1337	0.1224	0.1096	11.2	5.6	5.6
6	Jac Caglianone	0.1098	0.1205	0.1302	11.1	5.7	5.4
7	Jacob Gonzalez	0.1184	0.0890	0.0925	6.0	0.9	5.0
8	Xander Bogaerts	0.1236	0.1165	0.1122	7.1	2.3	4.8
9	Carson Benge	0.1110	0.1190	0.1315	13.2	8.5	4.7
10	José Ramírez	0.1454	0.1380	0.1305	8.3	3.8	4.5

The BAT X

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Steven Kwan	0.1096	0.1232	0.1256	10.1	1.9	8.2
2	Cedric Mullins	0.1321	0.1178	0.1116	10.4	2.9	7.5
3	José Caballero	0.1373	0.1224	0.1096	12.7	5.6	7.1
4	Xander Bogaerts	0.1271	0.1165	0.1122	9.1	2.3	6.8
5	JJ Wetherholt	0.1050	0.1156	0.1438	23.9	17.8	6.1
6	Matt Olson	0.1212	0.1306	0.1418	14.3	8.2	6.1
7	Chase Meidroth	0.1062	0.1160	0.1400	21.5	15.7	5.8
8	Jazz Chisholm Jr.	0.1451	0.1353	0.1297	8.3	2.7	5.6
9	Chandler Simpson	0.1268	0.1184	0.1078	11.7	6.1	5.6
10	Carson Benge	0.1106	0.1190	0.1315	13.6	8.5	5.1

ZiPS

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Travis Bazzana	0.1462	0.1136	0.1083	17.1	2.5	14.6
2	Justin Crawford	0.1556	0.1245	0.1032	22.1	9.6	12.5
3	Bryan Reynolds	0.1061	0.1186	0.1459	31.2	19.5	11.7
4	Ronald Acuña Jr.	0.1925	0.1647	0.1301	27.0	16.0	11.0
5	Josh Bell	0.1032	0.1155	0.1236	15.9	5.5	10.4
6	Yordan Alvarez	0.1374	0.1479	0.1517	13.2	3.0	10.2
7	Konnor Griffin	0.1619	0.1258	0.1268	10.3	0.5	9.7
8	Jordan Walker	0.0981	0.1073	0.1454	34.7	25.8	8.9
9	Pete Alonso	0.1235	0.1318	0.1429	16.9	8.1	8.8
10	Connor Norby	0.1385	0.1137	0.0940	15.2	7.4	7.9

RBI Rate

Everybody Missed for RBI Rate

Player	Actual	ATC	Aggregate	Depth Charts	Marcel	OOPSY	Razzball	Steamer	The BAT	The BAT X	ZiPS
Vaughn Grissom	0.1519	0.0935 (28.3)	0.0959 (27.1)	0.1008 (27.4)	0.0972 (27.3)	0.1003 (24.8)	0.0953 (26.3)	0.0972 (26.7)	0.0924 (27.7)	0.0902 (28.8)	0.1021 (28.1)
Jake McCarthy	0.1393	0.0904 (30.0)	0.0916 (29.1)	0.0971 (29.2)	0.0972 (26.8)	0.0930 (28.1)	0.0990 (23.4)	0.0945 (27.7)	0.0835 (32.6)	0.0839 (32.5)	0.0970 (30.8)
Brice Turang	0.1471	0.1060 (28.8)	0.1004 (32.4)	0.1075 (31.5)	0.1054 (30.4)	0.1011 (31.8)	0.0905 (37.8)	0.0997 (33.4)	0.0976 (32.9)	0.0934 (35.9)	0.1148 (28.4)
Alec Burleson	0.1731	0.1276 (31.4)	0.1268 (31.8)	0.1312 (32.6)	0.1231 (35.5)	0.1193 (36.6)	0.1269 (30.3)	0.1346 (27.0)	0.1222 (33.4)	0.1282 (29.5)	0.1290 (36.0)
CJ Abrams	0.1621	0.1045 (38.5)	0.1095 (35.1)	0.1159 (34.7)	0.1037 (40.1)	0.1114 (33.7)	0.1027 (38.1)	0.1151 (31.8)	0.1113 (32.5)	0.1057 (36.3)	0.1159 (36.4)
Luis García Jr.	0.1694	0.1230 (25.9)	0.1236 (25.5)	0.1265 (27.0)	0.1219 (27.4)	0.1217 (26.4)	0.1239 (24.2)	0.1225 (26.4)	0.1206 (25.9)	0.1231 (24.7)	0.1305 (26.3)
Bobby Witt Jr.	0.0854	0.1394 (33.3)	0.1418 (34.9)	0.1414 (31.1)	0.1360 (30.1)	0.1528 (42.1)	0.1330 (30.7)	0.1398 (33.3)	0.1378 (33.8)	0.1466 (39.2)	0.1433 (30.6)
Daulton Varsho	0.0760	0.1363 (31.0)	0.1336 (29.7)	0.1395 (29.8)	0.1295 (26.6)	0.1286 (27.2)	0.1257 (26.7)	0.1259 (25.3)	0.1325 (30.3)	0.1315 (29.7)	0.1547 (36.4)
Taylor Ward	0.0610	0.1322 (42.4)	0.1300 (41.2)	0.1307 (38.2)	0.1303 (40.3)	0.1355 (44.7)	0.1225 (38.0)	0.1257 (38.2)	0.1283 (41.6)	0.1297 (42.3)	0.1361 (39.9)

Individual Misses for RBI Rate

ATC

Rank	Player	Proj	Actual	Error
1	Josh Naylor	0.1420	0.0877	34.4
2	Jordan Walker	0.1069	0.1529	31.6
3	Liam Hicks	0.0947	0.1480	30.3
4	Vladimir Guerrero Jr.	0.1439	0.0936	29.8
5	Ezequiel Duran	0.0917	0.1390	29.0
6	Gunnar Henderson	0.1250	0.0855	26.8
7	Mike Trout	0.1264	0.0852	25.3
8	Andrew Benintendi	0.1163	0.1667	24.2
9	Ryan O'Hearn	0.1164	0.1685	24.1
10	Richie Palacios	0.0852	0.1429	23.5

Aggregate

Rank	Player	Proj	Actual	Error
1	Vladimir Guerrero Jr.	0.1484	0.0936	32.7
2	Liam Hicks	0.0910	0.1480	32.2
3	Josh Naylor	0.1357	0.0877	30.5
4	Jordan Walker	0.1090	0.1529	30.0
5	Gunnar Henderson	0.1293	0.0855	30.0
6	Mike Trout	0.1301	0.0852	27.8
7	Andrew Benintendi	0.1144	0.1667	25.0
8	Ezequiel Duran	0.0989	0.1390	24.6
9	Ryan O'Hearn	0.1156	0.1685	24.4
10	Shohei Ohtani	0.1701	0.1311	23.4

Depth Charts

Rank	Player	Proj	Actual	Error
1	Josh Naylor	0.1477	0.0877	34.6
2	Jordan Walker	0.1090	0.1529	33.8
3	Vladimir Guerrero Jr.	0.1532	0.0936	32.1
4	Liam Hicks	0.0975	0.1480	31.8
5	Ryan O'Hearn	0.1154	0.1685	27.0
6	Gunnar Henderson	0.1295	0.0855	26.1
7	Andrew Benintendi	0.1178	0.1667	26.1
8	Josh Bell	0.1202	0.1521	24.4
9	Richie Palacios	0.0893	0.1429	24.1
10	Ezequiel Duran	0.1061	0.1390	23.7

Marcel

Rank	Player	Proj	Actual	Error
1	Josh Naylor	0.1611	0.0877	45.8
2	Jakob Marsee	0.1262	0.0666	34.9
3	Jordan Walker	0.1098	0.1529	30.7
4	Ezequiel Duran	0.0906	0.1390	30.6
5	Sal Stewart	0.1181	0.1586	30.4
6	Andrew Benintendi	0.1118	0.1667	27.0
7	Jac Caglianone	0.0948	0.1356	24.2
8	Ty France	0.0992	0.1440	23.9
9	Miguel Vargas	0.1012	0.1321	23.8
10	Josh Bell	0.1175	0.1521	23.7

OOPSY

Rank	Player	Proj	Actual	Error
1	Gunnar Henderson	0.1435	0.0855	40.2
2	Vladimir Guerrero Jr.	0.1535	0.0936	36.0
3	Liam Hicks	0.0844	0.1480	35.7
4	Mike Trout	0.1351	0.0852	31.1
5	Shohei Ohtani	0.1805	0.1311	30.0
6	Jordan Walker	0.1113	0.1529	28.3
7	Andrew Benintendi	0.1092	0.1667	27.3
8	Daylen Lile	0.0955	0.1359	27.0
9	Ildemaro Vargas	0.0858	0.1379	25.7
10	Ryan O'Hearn	0.1137	0.1685	25.1

Razzball

Rank	Player	Proj	Actual	Error
1	Vladimir Guerrero Jr.	0.1494	0.0936	34.7
2	Liam Hicks	0.0855	0.1480	34.1
3	Josh Naylor	0.1357	0.0877	31.9
4	Gunnar Henderson	0.1288	0.0855	31.2
5	Jordan Walker	0.1058	0.1529	30.7
6	Andrew Benintendi	0.1081	0.1667	26.9
7	Jake Bauers	0.1056	0.1488	24.4
8	Dillon Dingler	0.1089	0.1499	24.3
9	José Ramírez	0.1409	0.0974	24.2
10	Steven Kwan	0.0858	0.0502	23.3

Steamer

Rank	Player	Proj	Actual	Error
1	Vladimir Guerrero Jr.	0.1555	0.0936	36.6
2	Josh Naylor	0.1409	0.0877	33.5
3	Jordan Walker	0.1110	0.1529	29.1
4	Liam Hicks	0.0983	0.1480	28.5
5	Gunnar Henderson	0.1259	0.0855	27.2
6	Andrew Benintendi	0.1137	0.1667	25.6
7	José Ramírez	0.1450	0.0974	24.9
8	Julio Rodríguez	0.1478	0.1086	24.5
9	Freddie Freeman	0.1429	0.1065	22.8
10	Mike Trout	0.1228	0.0852	22.8

The BAT

Rank	Player	Proj	Actual	Error
1	Mike Trout	0.1405	0.0852	35.8
2	Jordan Walker	0.1008	0.1529	34.0
3	Liam Hicks	0.0883	0.1480	32.5
4	Gunnar Henderson	0.1257	0.0855	29.1
5	Ezequiel Duran	0.0894	0.1390	29.0
6	Josh Naylor	0.1311	0.0877	28.9
7	Vladimir Guerrero Jr.	0.1387	0.0936	28.1
8	Shohei Ohtani	0.1753	0.1311	28.0
9	Trea Turner	0.1205	0.0829	27.2
10	Steven Kwan	0.0908	0.0502	26.5

The BAT X

Rank	Player	Proj	Actual	Error
1	Vladimir Guerrero Jr.	0.1479	0.0936	33.6
2	Liam Hicks	0.0865	0.1480	33.6
3	Mike Trout	0.1366	0.0852	33.1
4	Shohei Ohtani	0.1792	0.1311	30.3
5	Ezequiel Duran	0.0883	0.1390	29.8
6	Pete Crow-Armstrong	0.1081	0.1474	27.9
7	Gunnar Henderson	0.1214	0.0855	25.8
8	Trea Turner	0.1181	0.0829	25.3
9	Jacob Young	0.0527	0.1062	24.7
10	Ildemaro Vargas	0.0870	0.1379	24.3

ZiPS

Rank	Player	Proj	Actual	Error
1	Josh Naylor	0.1538	0.0877	36.8
2	Jordan Walker	0.1075	0.1529	36.6
3	Liam Hicks	0.0990	0.1480	32.4
4	Ryan O'Hearn	0.1102	0.1685	30.6
5	Shohei Ohtani	0.1890	0.1311	29.9
6	Vladimir Guerrero Jr.	0.1502	0.0936	28.7
7	Gunnar Henderson	0.1345	0.0855	27.7
8	Ezequiel Duran	0.1042	0.1390	26.5
9	Josh Bell	0.1201	0.1521	26.2
10	Kazuma Okamoto	0.1132	0.1447	26.1

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	A.J. Ewing	0.1132	0.0929	0.0874	12.0	2.1	9.9
2	Drake Baldwin	0.1414	0.1294	0.1285	7.1	0.1	7.0
3	Brett Bateman	0.1132	0.0748	0.0608	9.2	2.3	6.9
4	Alika Williams	0.1132	0.0864	0.0693	9.8	3.7	6.1
5	Ezequiel Duran	0.0917	0.0989	0.1390	29.0	24.6	4.4
6	Chase Meidroth	0.0738	0.0801	0.0980	16.4	12.2	4.2
7	Kyle Stowers	0.1433	0.1349	0.1270	7.7	3.5	4.2
8	Josh Naylor	0.1420	0.1357	0.0877	34.4	30.5	3.9
9	Garrett Mitchell	0.0945	0.1016	0.1224	15.5	11.6	3.9
10	Jorbit Vivas	0.0979	0.0873	0.0852	4.1	0.4	3.8

Depth Charts

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Mickey Gasper	0.1667	0.1058	0.1067	12.0	0.5	11.5
2	Wade Meckler	0.1132	0.0818	0.0801	8.8	0.2	8.6
3	Nicky Lopez	0.1429	0.0726	0.0889	12.7	4.7	8.0
4	Elias Díaz	0.0769	0.1043	0.1477	18.4	10.5	7.8
5	Anthony Seigler	0.1429	0.0927	0.0751	10.5	2.8	7.7
6	Brandon Lowe	0.1245	0.1304	0.1463	18.8	11.2	7.6
7	Jared Young	0.1429	0.1152	0.1140	7.5	0.0	7.5
8	A.J. Ewing	0.1132	0.0929	0.0874	9.3	2.1	7.2
9	Brett Bateman	0.1132	0.0748	0.0608	8.3	2.3	5.9
10	Yandy Díaz	0.1167	0.1194	0.1239	9.6	3.8	5.8

Marcel

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Jac Caglianone	0.0948	0.1284	0.1356	24.2	4.6	19.6
2	Jakob Marsee	0.1262	0.0939	0.0666	34.9	16.1	18.8
3	Drake Baldwin	0.1570	0.1294	0.1285	15.8	0.1	15.7
4	Josh Naylor	0.1611	0.1357	0.0877	45.8	30.5	15.3
5	Kazuma Okamoto	0.1132	0.1350	0.1447	21.9	6.9	15.0
6	Ben Rice	0.1207	0.1400	0.1454	18.5	4.4	14.1
7	Munetaka Murakami	0.1132	0.1365	0.1392	16.0	2.1	13.9
8	Sam Antonacci	0.1132	0.0879	0.0862	13.4	0.3	13.0
9	Nasim Nuñez	0.1047	0.0746	0.0751	13.1	0.8	12.4
10	Geraldo Perdomo	0.1188	0.0988	0.0868	19.8	7.4	12.3

OOPSY

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Gunnar Henderson	0.1435	0.1293	0.0855	40.2	30.0	10.2
2	Nolan Arenado	0.1058	0.1226	0.1436	23.1	13.2	9.9
3	Daylen Lile	0.0955	0.1085	0.1359	27.0	18.7	8.3
4	Ronald Acuña Jr.	0.1470	0.1300	0.1173	13.5	5.4	8.1
5	Austin Riley	0.1525	0.1407	0.1143	23.6	15.9	7.7
6	Colson Montgomery	0.1137	0.1256	0.1364	15.0	7.6	7.4
7	Zach Neto	0.1331	0.1231	0.1094	16.1	8.9	7.3
8	Alex Bregman	0.1119	0.1223	0.1325	15.1	7.9	7.1
9	Bobby Witt Jr.	0.1528	0.1418	0.0854	42.1	34.9	7.1
10	Isaac Paredes	0.1153	0.1258	0.1426	18.6	11.8	6.8

Razzball

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	A.J. Ewing	0.1132	0.0929	0.0874	13.2	2.1	11.0
2	Rafael Devers	0.1185	0.1353	0.1548	22.3	13.1	9.2
3	Jackson Chourio	0.1153	0.1315	0.1309	8.3	0.3	8.0
4	Brett Bateman	0.1132	0.0748	0.0608	9.7	2.3	7.3
5	Jake Bauers	0.1056	0.1197	0.1488	24.4	17.4	6.9
6	Munetaka Murakami	0.1236	0.1365	0.1392	8.0	2.1	5.9
7	Yandy Díaz	0.1090	0.1194	0.1239	9.5	3.8	5.7
8	Brandon Lowe	0.1197	0.1304	0.1463	16.8	11.2	5.6
9	Elly De La Cruz	0.1318	0.1256	0.1242	5.5	0.2	5.3
10	Brice Turang	0.0905	0.1004	0.1471	37.8	32.4	5.3

Steamer

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Yandy Díaz	0.1090	0.1194	0.1239	11.4	3.8	7.6
2	Geraldo Perdomo	0.1100	0.0988	0.0868	14.6	7.4	7.2
3	Jonathan Aranda	0.1157	0.1253	0.1377	15.9	9.1	6.8
4	Chandler Simpson	0.0852	0.0740	0.0621	13.1	6.6	6.5
5	Nick Kurtz	0.1444	0.1583	0.1590	7.1	0.8	6.3
6	Trent Grisham	0.1086	0.1209	0.1219	7.3	1.0	6.2
7	Jackson Chourio	0.1224	0.1315	0.1309	5.8	0.3	5.6
8	Ernie Clement	0.1112	0.1036	0.0773	20.0	15.6	4.4
9	Freddie Freeman	0.1429	0.1357	0.1065	22.8	18.4	4.3
10	Julio Rodríguez	0.1478	0.1408	0.1086	24.5	20.4	4.2

The BAT

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	A.J. Ewing	0.1132	0.0929	0.0874	13.2	2.1	11.1
2	Ketel Marte	0.1521	0.1371	0.1218	19.6	8.8	10.7
3	Cal Raleigh	0.1779	0.1600	0.1302	25.9	15.2	10.6
4	Kyle Schwarber	0.1671	0.1547	0.1384	20.9	10.7	10.2
5	José Caballero	0.0650	0.0859	0.1118	20.8	12.3	8.5
6	Pete Crow-Armstrong	0.1131	0.1264	0.1474	24.1	16.0	8.1
7	Mike Trout	0.1405	0.1301	0.0852	35.8	27.8	8.0
8	Brett Bateman	0.1132	0.0748	0.0608	9.7	2.3	7.3
9	Salvador Perez	0.1577	0.1491	0.1244	21.5	14.8	6.8
10	Elly De La Cruz	0.1122	0.1256	0.1242	6.9	0.2	6.7

The BAT X

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Ketel Marte	0.1548	0.1371	0.1218	21.1	8.8	12.3
2	Pete Crow-Armstrong	0.1081	0.1264	0.1474	27.9	16.0	11.8
3	A.J. Ewing	0.1132	0.0929	0.0874	13.1	2.1	11.0
4	Elly De La Cruz	0.1088	0.1256	0.1242	9.2	0.2	9.1
5	Jacob Young	0.0527	0.0738	0.1062	24.7	15.8	9.0
6	Salvador Perez	0.1603	0.1491	0.1244	23.1	14.8	8.3
7	Brett Bateman	0.1132	0.0748	0.0608	9.6	2.3	7.3
8	Cody Bellinger	0.1153	0.1320	0.1299	7.7	0.6	7.1
9	Kyle Schwarber	0.1626	0.1547	0.1384	17.6	10.7	6.9
10	Shohei Ohtani	0.1792	0.1701	0.1311	30.3	23.4	6.9

ZiPS

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Kazuma Okamoto	0.1132	0.1350	0.1447	26.1	6.9	19.2
2	Sam Antonacci	0.1240	0.0879	0.0862	15.8	0.3	15.4
3	Brandon Lowe	0.1220	0.1304	0.1463	22.2	11.2	11.0
4	Kevin McGonigle	0.1383	0.1144	0.1018	19.0	8.1	10.9
5	Miguel Vargas	0.1083	0.1130	0.1321	23.4	14.3	9.2
6	JJ Wetherholt	0.1217	0.0990	0.0824	18.4	9.6	8.8
7	Jakob Marsee	0.1165	0.0939	0.0666	24.9	16.1	8.7
8	Henry Bolte	0.1340	0.1075	0.0803	20.9	12.3	8.5
9	Jazz Chisholm Jr.	0.1571	0.1329	0.1034	23.5	15.1	8.4
10	Shea Langeliers	0.1777	0.1515	0.1242	20.5	12.2	8.3

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
Jordan Walker	0.1410	0.0843 (43.2)	0.0776 (48.3)	0.0744 (47.2)	0.0816 (47.3)	0.0801 (49.4)	0.0829 (43.7)	0.0816 (44.0)	0.0732 (50.2)	0.0733 (50.3)	0.0672 (54.4)
Luis Robert Jr.	0.0377	0.2547 (48.0)	0.2510 (47.0)	0.2339 (44.2)	0.2347 (42.6)	0.2632 (48.8)	0.2408 (45.0)	0.2444 (46.0)	0.2709 (51.9)	0.2596 (49.3)	0.2233 (40.9)
Jackson Merrill	0.1888	0.0574 (92.6)	0.0562 (94.0)	0.0493 (95.3)	0.0690 (87.3)	0.0517 (99.8)	0.0525 (95.3)	0.0507 (96.0)	0.0649 (87.2)	0.0670 (85.9)	0.0488 (98.1)
Corbin Carroll	0.1419	0.2184 (45.9)	0.2211 (47.1)	0.2194 (49.2)	0.2286 (50.4)	0.2185 (42.5)	0.2140 (43.5)	0.2174 (46.3)	0.2279 (52.8)	0.2315 (55.0)	0.2201 (47.3)
Miguel Vargas	0.1158	0.0532 (49.8)	0.0552 (48.9)	0.0537 (46.6)	0.0522 (52.9)	0.0650 (45.1)	0.0530 (49.4)	0.0504 (50.6)	0.0581 (45.8)	0.0549 (48.2)	0.0519 (50.4)
Francisco Lindor	0.0278	0.1453 (51.3)	0.1455 (51.0)	0.1429 (52.1)	0.1634 (58.2)	0.1544 (53.2)	0.1459 (52.0)	0.1440 (51.4)	0.1476 (52.8)	0.1442 (51.0)	0.1369 (47.6)
Otto Lopez	0.1809	0.1131 (52.1)	0.1130 (52.8)	0.1032 (56.1)	0.1221 (48.3)	0.1195 (51.3)	0.1106 (53.2)	0.1087 (54.0)	0.1224 (45.2)	0.1208 (46.5)	0.0963 (63.4)
Jazz Chisholm Jr.	0.3203	0.2390 (47.6)	0.2280 (53.9)	0.2199 (55.6)	0.2266 (56.0)	0.2318 (54.1)	0.2207 (56.9)	0.2135 (60.3)	0.2393 (47.0)	0.2371 (48.4)	0.2154 (59.9)

Individual Misses for Stolen Base Rate

ATC

Rank	Player	Proj	Actual	Error
1	A.J. Ewing	0.0738	0.1969	64.5
2	Jonah Cox	0.0738	0.4211	60.1
3	Jakob Marsee	0.2266	0.1314	53.6
4	Nasim Nuñez	0.2767	0.3740	52.0
5	Gunnar Henderson	0.1438	0.0621	51.7
6	Elly De La Cruz	0.2645	0.1796	48.8
7	Brice Turang	0.1815	0.1022	48.5
8	Jake McCarthy	0.1585	0.2302	47.6
9	Cooper Pratt	0.0738	0.2375	45.7
10	Zach McKinstry	0.1427	0.0306	44.0

Aggregate

Rank	Player	Proj	Actual	Error
1	Jakob Marsee	0.2240	0.1314	51.5
2	Nasim Nuñez	0.2874	0.3740	47.1
3	Josh Naylor	0.1100	0.1734	47.0
4	Esteury Ruiz	0.3502	0.5231	46.4
5	Travis Bazzana	0.0645	0.1429	45.2
6	Fernando Tatis Jr.	0.1430	0.1979	45.0
7	Elly De La Cruz	0.2591	0.1796	44.8
8	Brice Turang	0.1766	0.1022	44.6
9	Gunnar Henderson	0.1340	0.0621	44.2
10	Jake McCarthy	0.1652	0.2302	44.1

Depth Charts

Rank	Player	Proj	Actual	Error
1	A.J. Ewing	0.0738	0.1969	62.5
2	Jonah Cox	0.0738	0.4211	59.4
3	Jakob Marsee	0.2318	0.1314	59.3
4	Kahlil Watson	0.0000	0.5294	48.5
5	José Ramírez	0.1905	0.2741	47.7
6	Shohei Ohtani	0.1444	0.0640	47.2
7	Gunnar Henderson	0.1329	0.0621	46.9
8	Nasim Nuñez	0.2843	0.3740	46.2
9	Esteury Ruiz	0.3500	0.5231	45.2
10	Cooper Pratt	0.0738	0.2375	44.6

Marcel

Rank	Player	Proj	Actual	Error
1	Nasim Nuñez	0.2000	0.3740	91.5
2	Konnor Griffin	0.0738	0.2706	70.6
3	A.J. Ewing	0.0738	0.1969	66.2
4	Jonah Cox	0.0738	0.4211	60.6
5	Shohei Ohtani	0.1707	0.0640	58.8
6	Elly De La Cruz	0.2763	0.1796	54.1
7	Brice Turang	0.1911	0.1022	52.6
8	Cooper Pratt	0.0738	0.2375	46.6
9	Josh Naylor	0.1135	0.1734	46.5
10	Matt McLain	0.1167	0.1980	46.1

OOPSY

Rank	Player	Proj	Actual	Error
1	Jakob Marsee	0.2749	0.1314	80.2
2	Chandler Simpson	0.3836	0.2570	69.4
3	Troy Johnston	0.1821	0.0336	60.7
4	Cole Carrigg	0.2810	0.1250	53.1
5	Travis Bazzana	0.0623	0.1429	48.5
6	Heriberto Hernández	0.0338	0.1140	47.2
7	Jake McCarthy	0.1665	0.2302	45.9
8	David Hamilton	0.4372	0.3093	44.4
9	Fernando Tatis Jr.	0.1485	0.1979	44.1
10	Gunnar Henderson	0.1366	0.0621	43.0

Razzball

Rank	Player	Proj	Actual	Error
1	A.J. Ewing	0.0738	0.1969	64.1
2	Jonah Cox	0.0738	0.4211	59.9
3	Jakob Marsee	0.2323	0.1314	57.6
4	Jake McCarthy	0.1456	0.2302	54.8
5	Esteury Ruiz	0.3197	0.5231	53.7
6	Gunnar Henderson	0.1414	0.0621	50.5
7	Nasim Nuñez	0.2849	0.3740	47.5
8	Elly De La Cruz	0.2610	0.1796	47.1
9	Matt McLain	0.1166	0.1980	44.0
10	Josh Naylor	0.1134	0.1734	43.7

Steamer

Rank	Player	Proj	Actual	Error
1	Jakob Marsee	0.2358	0.1314	60.3
2	Esteury Ruiz	0.3134	0.5231	55.1
3	Jake McCarthy	0.1448	0.2302	54.8
4	Nasim Nuñez	0.2807	0.3740	49.2
5	Gunnar Henderson	0.1367	0.0621	47.7
6	Josh Naylor	0.1075	0.1734	47.1
7	Matt McLain	0.1102	0.1980	46.8
8	José Ramírez	0.1983	0.2741	44.8
9	Travis Bazzana	0.0634	0.1429	44.5
10	Fernando Tatis Jr.	0.1425	0.1979	43.6

The BAT

Rank	Player	Proj	Actual	Error
1	A.J. Ewing	0.0738	0.1969	64.2
2	Nasim Nuñez	0.2550	0.3740	62.3
3	Jonah Cox	0.0738	0.4211	59.9
4	Brice Turang	0.1877	0.1022	53.1
5	Josh Naylor	0.1014	0.1734	51.6
6	Zach McKinstry	0.1524	0.0306	48.4
7	Elly De La Cruz	0.2612	0.1796	47.2
8	Travis Bazzana	0.0599	0.1429	46.7
9	Fernando Tatis Jr.	0.1395	0.1979	46.3
10	Cooper Pratt	0.0738	0.2375	45.5

The BAT X

Rank	Player	Proj	Actual	Error
1	A.J. Ewing	0.0738	0.1969	64.3
2	Josh Naylor	0.0878	0.1734	60.6
3	Jonah Cox	0.0738	0.4211	60.0
4	Nasim Nuñez	0.2650	0.3740	57.5
5	Brice Turang	0.1904	0.1022	54.8
6	Elly De La Cruz	0.2663	0.1796	50.3
7	Zach McKinstry	0.1568	0.0306	50.1
8	Fernando Tatis Jr.	0.1363	0.1979	48.7
9	Shohei Ohtani	0.1455	0.0640	45.7
10	Cooper Pratt	0.0738	0.2375	45.6

ZiPS

Rank	Player	Proj	Actual	Error
1	José Ramírez	0.1783	0.2741	56.3
2	Shohei Ohtani	0.1576	0.0640	53.1
3	Jakob Marsee	0.2242	0.1314	52.4
4	Travis Bazzana	0.0556	0.1429	49.1
5	Fernando Tatis Jr.	0.1379	0.1979	47.7
6	Brice Turang	0.1772	0.1022	45.8
7	Esteury Ruiz	0.3566	0.5231	44.4
8	Elly De La Cruz	0.2564	0.1796	43.9
9	Zach McKinstry	0.1376	0.0306	42.0
10	Nasim Nuñez	0.2966	0.3740	42.0

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	A.J. Ewing	0.0738	0.2096	0.1969	64.5	1.9	62.6
2	Jonah Cox	0.0738	0.2621	0.4211	60.1	28.4	31.7
3	Henry Bolte	0.0738	0.1842	0.1500	39.9	11.9	27.9
4	Samad Taylor	0.0738	0.1971	0.2203	27.1	5.6	21.4
5	Sam Antonacci	0.1638	0.1389	0.1190	20.4	6.1	14.4
6	Tristan Peters	0.0302	0.0586	0.0684	22.7	9.2	13.5
7	Cooper Pratt	0.0738	0.1201	0.2375	45.7	33.6	12.1
8	Tommy White	0.0738	0.0185	0.0000	12.8	1.9	11.0
9	Blaze Jordan	0.0738	0.0204	0.0000	13.1	2.3	10.8
10	Spencer Jones	0.1999	0.1606	0.1538	11.0	0.6	10.3

Depth Charts

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	A.J. Ewing	0.0738	0.2096	0.1969	62.5	1.9	60.7
2	Samad Taylor	0.0000	0.1971	0.2203	39.3	5.6	33.6
3	Jonah Cox	0.0738	0.2621	0.4211	59.4	28.4	31.0
4	Tristan Peters	0.0000	0.0586	0.0684	35.6	9.2	26.4
5	Henry Bolte	0.0738	0.1842	0.1500	38.0	11.9	26.0
6	Spencer Jones	0.2500	0.1606	0.1538	26.6	0.6	26.0
7	Weston Wilson	0.0000	0.1209	0.1628	30.5	9.3	21.2
8	Blake Dunn	0.0000	0.1224	0.1429	22.8	4.6	18.2
9	MJ Melendez	0.2000	0.0837	0.0000	28.2	10.8	17.5
10	Nicky Lopez	0.0000	0.0647	0.0658	18.9	2.7	16.2

Marcel

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	A.J. Ewing	0.0738	0.2096	0.1969	66.2	1.9	64.3
2	Nasim Nuñez	0.2000	0.2874	0.3740	91.5	47.1	44.4
3	Konnor Griffin	0.0738	0.1838	0.2706	70.6	32.5	38.2
4	Kazuma Okamoto	0.0738	0.0171	0.0072	35.0	0.6	34.4
5	Jonah Cox	0.0738	0.2621	0.4211	60.6	28.4	32.3
6	Henry Bolte	0.0738	0.1842	0.1500	41.5	11.9	29.6
7	TJ Rumfield	0.0738	0.0249	0.0000	39.3	10.1	29.2
8	Spencer Jones	0.0738	0.1606	0.1538	26.5	0.6	25.8
9	Sam Antonacci	0.0738	0.1389	0.1190	31.7	6.1	25.6
10	Bryce Eldridge	0.0741	0.0182	0.0081	24.4	0.5	23.8

OOPSY

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Chandler Simpson	0.3836	0.3268	0.2570	69.4	37.2	32.1
2	Jakob Marsee	0.2749	0.2240	0.1314	80.2	51.5	28.7
3	Troy Johnston	0.1821	0.1266	0.0336	60.7	37.8	23.0
4	Cole Carrigg	0.2810	0.2207	0.1250	53.1	32.3	20.8
5	Henry Bolte	0.2166	0.1842	0.1500	25.2	11.9	13.3
6	David Hamilton	0.4372	0.3992	0.3093	44.4	31.3	13.1
7	Justin Crawford	0.2337	0.2037	0.1478	33.8	21.8	12.0
8	Caleb Durbin	0.1819	0.1577	0.1307	22.2	10.6	11.6
9	Andy Pages	0.0620	0.0757	0.0890	23.1	12.8	10.3
10	Jac Caglianone	0.0158	0.0273	0.0534	28.1	19.4	8.8

Razzball

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	A.J. Ewing	0.0738	0.2096	0.1969	64.1	1.9	62.2
2	Jonah Cox	0.0738	0.2621	0.4211	59.9	28.4	31.5
3	Tommy White	0.0738	0.0185	0.0000	13.0	1.9	11.1
4	Jake McCarthy	0.1456	0.1652	0.2302	54.8	44.1	10.7
5	Zach Neto	0.2014	0.1903	0.1420	36.7	27.7	9.0
6	Eduardo Valencia	0.0738	0.0121	0.0000	9.2	0.4	8.7
7	Jose Siri	0.1379	0.1732	0.1698	9.8	1.4	8.4
8	Esteury Ruiz	0.3197	0.3502	0.5231	53.7	46.4	7.4
9	Drew Cavanaugh	0.0738	0.0312	0.0222	7.4	0.0	7.3
10	Jase Bowen	0.0738	0.1409	0.4286	37.3	30.5	6.7

Steamer

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	A.J. Ewing	0.1646	0.2096	0.1969	19.1	1.9	17.2
2	Jonah Cox	0.1878	0.2621	0.4211	40.5	28.4	12.1
3	Jake McCarthy	0.1448	0.1652	0.2302	54.8	44.1	10.7
4	Zach Neto	0.2004	0.1903	0.1420	36.5	27.7	8.8
5	Esteury Ruiz	0.3134	0.3502	0.5231	55.1	46.4	8.8
6	Jakob Marsee	0.2358	0.2240	0.1314	60.3	51.5	8.8
7	Ronald Acuña Jr.	0.1203	0.1378	0.1707	26.7	19.6	7.1
8	Jorge Mateo	0.3537	0.3853	0.4634	25.7	19.2	6.4
9	Jazz Chisholm Jr.	0.2135	0.2280	0.3203	60.3	53.9	6.4
10	Pete Crow-Armstrong	0.2750	0.2687	0.2204	34.9	28.6	6.3

The BAT

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	A.J. Ewing	0.0738	0.2096	0.1969	64.2	1.9	62.3
2	Jonah Cox	0.0738	0.2621	0.4211	59.9	28.4	31.6
3	Henry Bolte	0.0738	0.1842	0.1500	39.5	11.9	27.6
4	Nasim Nuñez	0.2550	0.2874	0.3740	62.3	47.1	15.2
5	JJ Wetherholt	0.0592	0.0816	0.0787	16.6	3.7	12.9
6	Cooper Pratt	0.0738	0.1201	0.2375	45.5	33.6	11.9
7	Ernie Clement	0.0857	0.0694	0.0522	16.2	5.1	11.1
8	Tommy White	0.0738	0.0185	0.0000	13.0	1.9	11.1
9	Lane Thomas	0.1961	0.1691	0.1011	32.8	22.1	10.7
10	Konnor Griffin	0.1524	0.1838	0.2706	42.6	32.5	10.1

The BAT X

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	A.J. Ewing	0.0738	0.2096	0.1969	64.3	1.9	62.4
2	Jonah Cox	0.0738	0.2621	0.4211	60.0	28.4	31.6
3	Henry Bolte	0.0738	0.1842	0.1500	39.7	11.9	27.7
4	Josh Naylor	0.0878	0.1100	0.1734	60.6	47.0	13.6
5	Ernie Clement	0.0879	0.0694	0.0522	17.4	5.1	12.3
6	Cooper Pratt	0.0738	0.1201	0.2375	45.6	33.6	12.0
7	Tyler Tolbert	0.2819	0.3585	0.5238	36.9	25.8	11.2
8	Tommy White	0.0738	0.0185	0.0000	12.9	1.9	11.0
9	Munetaka Murakami	0.0864	0.0682	0.0071	39.6	28.8	10.8
10	Lane Thomas	0.1955	0.1691	0.1011	32.5	22.1	10.4

ZiPS

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Kazuma Okamoto	0.0738	0.0171	0.0072	37.4	0.6	36.8
2	A.J. Ewing	0.2635	0.2096	0.1969	29.0	1.9	27.1
3	Hyeseong Kim	0.3247	0.2069	0.1351	23.8	8.2	15.6
4	Jake Bauers	0.1370	0.1114	0.0629	38.4	22.9	15.5
5	Garrett Mitchell	0.1731	0.1453	0.0986	35.5	20.1	15.4
6	José Ramírez	0.1783	0.2044	0.2741	56.3	42.7	13.5
7	Shohei Ohtani	0.1576	0.1393	0.0640	53.1	41.0	12.1
8	Henry Bolte	0.2077	0.1842	0.1500	23.6	11.9	11.7
9	Oswald Peraza	0.1889	0.1595	0.1446	13.5	2.2	11.3
10	Otto Lopez	0.0963	0.1130	0.1809	63.4	52.8	10.6

Batting Average

Everybody Missed for Batting Average

Player	Actual	ATC	Aggregate	Depth Charts	Marcel	OOPSY	Razzball	Steamer	The BAT	The BAT X	ZiPS
Jarren Duran	0.2069	0.2599 (31.5)	0.2596 (31.1)	0.2588 (28.4)	0.2701 (35.5)	0.2648 (33.3)	0.2540 (28.3)	0.2582 (28.5)	0.2581 (31.3)	0.2618 (33.4)	0.2603 (29.4)
TJ Rumfield	0.2998	0.2497 (32.3)	0.2511 (31.8)	0.2587 (29.3)	0.2439 (38.4)	0.2524 (31.9)	0.2480 (33.0)	0.2531 (32.3)	0.2451 (34.4)	0.2452 (34.5)	0.2644 (25.6)
Jake Bauers	0.2662	0.2110 (32.6)	0.2135 (31.4)	0.2213 (29.0)	0.2215 (28.7)	0.2228 (26.9)	0.2113 (32.1)	0.2145 (32.5)	0.2038 (36.0)	0.2061 (34.8)	0.2251 (26.7)
Manny Machado	0.2173	0.2630 (30.1)	0.2629 (29.7)	0.2642 (28.2)	0.2685 (31.3)	0.2638 (29.4)	0.2623 (30.1)	0.2680 (31.3)	0.2604 (29.3)	0.2611 (29.6)	0.2616 (26.5)
Carson Benge	0.2824	0.2381 (29.7)	0.2387 (29.6)	0.2411 (30.4)	0.2439 (28.3)	0.2415 (28.7)	0.2318 (33.4)	0.2354 (33.6)	0.2388 (28.3)	0.2388 (28.4)	0.2462 (27.0)
Nick Gonzales	0.3031	0.2580 (28.1)	0.2602 (27.1)	0.2626 (27.8)	0.2573 (30.8)	0.2553 (30.9)	0.2601 (26.5)	0.2632 (26.9)	0.2608 (25.6)	0.2616 (25.2)	0.2623 (27.9)
Gunnar Henderson	0.2263	0.2697 (29.6)	0.2719 (30.8)	0.2741 (29.9)	0.2689 (26.4)	0.2812 (36.4)	0.2687 (29.4)	0.2746 (30.8)	0.2689 (30.0)	0.2674 (28.8)	0.2727 (29.0)
Randy Arozarena	0.2815	0.2329 (33.3)	0.2338 (33.0)	0.2355 (34.3)	0.2363 (33.6)	0.2380 (31.2)	0.2277 (36.4)	0.2330 (35.4)	0.2345 (31.3)	0.2323 (32.9)	0.2384 (32.2)

Individual Misses for Batting Average

ATC

Rank	Player	Proj	Actual	Error
1	Jac Caglianone	0.2394	0.2891	28.1
2	Otto Lopez	0.2650	0.3046	28.0
3	Trea Turner	0.2827	0.2419	27.8
4	Wade Meckler	0.2216	0.3000	26.8
5	Pete Crow-Armstrong	0.2458	0.2796	25.4
6	Liam Hicks	0.2399	0.2839	25.0
7	Chase DeLauter	0.2433	0.2869	25.0
8	Cal Raleigh	0.2294	0.1818	24.6
9	Ke'Bryan Hayes	0.2417	0.1410	24.1
10	Jordan Walker	0.2343	0.2693	24.1

Aggregate

Rank	Player	Proj	Actual	Error
1	Otto Lopez	0.2675	0.3046	26.6
2	Trea Turner	0.2804	0.2419	25.9
3	Austin Riley	0.2609	0.2191	25.3
4	Cal Raleigh	0.2310	0.1818	25.2
5	Jac Caglianone	0.2460	0.2891	24.7
6	Ke'Bryan Hayes	0.2435	0.1410	24.4
7	Matt McLain	0.2361	0.1854	24.4
8	Liam Hicks	0.2417	0.2839	24.3
9	Chase DeLauter	0.2458	0.2869	23.8
10	Josh Jung	0.2475	0.2990	23.6

Depth Charts

Rank	Player	Proj	Actual	Error
1	Hao-Yu Lee	0.1667	0.2636	37.2
2	Jared Young	0.1667	0.2662	35.8
3	Otto Lopez	0.2693	0.3046	27.9
4	Samad Taylor	0.1667	0.3158	27.0
5	Ty France	0.2475	0.2955	26.6
6	Eduardo Valencia	0.1667	0.3411	24.8
7	Matt McLain	0.2404	0.1854	24.7
8	Ke'Bryan Hayes	0.2454	0.1410	24.0
9	Trea Turner	0.2814	0.2419	24.0
10	Austin Riley	0.2624	0.2191	24.0

Marcel

Rank	Player	Proj	Actual	Error
1	Jac Caglianone	0.2000	0.2891	52.0
2	Otto Lopez	0.2530	0.3046	38.8
3	Pete Crow-Armstrong	0.2429	0.2796	30.2
4	Javier Sanoja	0.2422	0.2950	28.3
5	Kevin McGonigle	0.2439	0.2777	27.3
6	Jake McCarthy	0.2500	0.2907	27.2
7	Ty France	0.2466	0.2955	26.9
8	Miguel Vargas	0.2168	0.2500	26.8
9	Chase DeLauter	0.2439	0.2869	26.7
10	Trea Turner	0.2849	0.2419	26.7

OOPSY

Rank	Player	Proj	Actual	Error
1	Austin Riley	0.2720	0.2191	31.4
2	Cal Raleigh	0.2425	0.1818	30.5
3	Otto Lopez	0.2635	0.3046	30.4
4	Liam Hicks	0.2392	0.2839	26.5
5	Chandler Simpson	0.2683	0.3065	25.2
6	Vladimir Guerrero Jr.	0.3035	0.2601	24.5
7	Blaze Alexander	0.2214	0.3027	24.4
8	Henry Bolte	0.2287	0.2771	24.4
9	Josh Jung	0.2472	0.2990	24.3
10	Ke'Bryan Hayes	0.2425	0.1410	23.8

Razzball

Rank	Player	Proj	Actual	Error
1	Otto Lopez	0.2656	0.3046	27.2
2	Ke'Bryan Hayes	0.2472	0.1410	25.6
3	Pete Crow-Armstrong	0.2467	0.2796	24.2
4	Blaze Alexander	0.2210	0.3027	23.8
5	Ty France	0.2491	0.2955	23.4
6	Chase DeLauter	0.2456	0.2869	23.4
7	Trea Turner	0.2756	0.2419	23.3
8	Matt McLain	0.2327	0.1854	23.2
9	Liam Hicks	0.2431	0.2839	22.9
10	Josh Jung	0.2480	0.2990	22.9

Steamer

Rank	Player	Proj	Actual	Error
1	Otto Lopez	0.2705	0.3046	26.5
2	Ke'Bryan Hayes	0.2486	0.1410	25.0
3	Henry Bolte	0.2294	0.2771	24.7
4	Trea Turner	0.2805	0.2419	23.9
5	Cal Raleigh	0.2304	0.1818	23.4
6	Pete Crow-Armstrong	0.2518	0.2796	23.4
7	Blaze Alexander	0.2272	0.3027	23.1
8	Austin Riley	0.2602	0.2191	23.1
9	Liam Hicks	0.2470	0.2839	22.9
10	Ty France	0.2549	0.2955	22.5

The BAT

Rank	Player	Proj	Actual	Error
1	Jac Caglianone	0.2275	0.2891	33.9
2	Trea Turner	0.2843	0.2419	29.9
3	Cal Raleigh	0.2344	0.1818	28.0
4	Jordan Walker	0.2277	0.2693	27.6
5	Chase DeLauter	0.2392	0.2869	26.5
6	Otto Lopez	0.2672	0.3046	25.5
7	Liam Hicks	0.2378	0.2839	25.4
8	Josh Jung	0.2430	0.2990	24.8
9	Austin Riley	0.2581	0.2191	24.7
10	Kyle Tucker	0.2724	0.2333	24.6

The BAT X

Rank	Player	Proj	Actual	Error
1	Jac Caglianone	0.2317	0.2891	31.7
2	Trea Turner	0.2833	0.2419	29.1
3	Chase DeLauter	0.2391	0.2869	26.7
4	Pete Crow-Armstrong	0.2436	0.2796	26.1
5	Matt McLain	0.2361	0.1854	25.2
6	Liam Hicks	0.2387	0.2839	25.0
7	Austin Riley	0.2586	0.2191	24.9
8	J.T. Realmuto	0.2581	0.2053	24.7
9	Ke'Bryan Hayes	0.2411	0.1410	24.3
10	Josh Jung	0.2446	0.2990	24.1

ZiPS

Rank	Player	Proj	Actual	Error
1	Otto Lopez	0.2675	0.3046	29.0
2	Matt McLain	0.2485	0.1854	28.8
3	Jordan Walker	0.2324	0.2693	28.0
4	Ty France	0.2473	0.2955	26.6
5	Austin Riley	0.2638	0.2191	25.0
6	Josh Jung	0.2484	0.2990	24.7
7	Trea Turner	0.2816	0.2419	24.2
8	Kevin McGonigle	0.2486	0.2777	24.2
9	Liam Hicks	0.2464	0.2839	23.6
10	Cal Raleigh	0.2309	0.1818	23.3

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	Wade Meckler	0.2216	0.2416	0.3000	26.8	20.2	6.6
2	Weston Wilson	0.2439	0.2174	0.2012	7.6	2.7	4.9
3	Jake McCarthy	0.2600	0.2674	0.2907	19.0	14.9	4.1
4	Jacob Gonzalez	0.2439	0.2167	0.2201	5.2	1.1	4.0
5	Zack Short	0.2439	0.1866	0.1400	6.4	2.8	3.6
6	Jac Caglianone	0.2394	0.2460	0.2891	28.1	24.7	3.4
7	Ezequiel Duran	0.2344	0.2403	0.2597	15.8	12.5	3.3
8	Sandy León	0.2439	0.1722	0.0909	6.7	3.5	3.2
9	Jorbit Vivas	0.2218	0.2309	0.2379	6.3	3.2	3.1
10	Jase Bowen	0.2439	0.2146	0.1458	10.0	6.9	3.1

Depth Charts

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Hao-Yu Lee	0.1667	0.2381	0.2636	37.2	9.9	27.3
2	Jared Young	0.1667	0.2278	0.2662	35.8	13.7	22.1
3	Mickey Gasper	0.1667	0.2366	0.2513	20.2	3.7	16.6
4	Brandon Valenzuela	0.1667	0.2066	0.2259	17.5	5.7	11.8
5	Samad Taylor	0.1667	0.2288	0.3158	27.0	15.5	11.5
6	Victor Mesa Jr.	0.3333	0.2334	0.2596	18.0	7.3	10.7
7	Eduardo Valencia	0.1667	0.2403	0.3411	24.8	14.1	10.7
8	Anthony Seigler	0.1667	0.2222	0.2467	14.7	4.5	10.2
9	Nicky Lopez	0.3333	0.2505	0.2700	15.7	5.7	10.0
10	Rece Hinds	0.3333	0.2293	0.1429	13.2	6.0	7.1

Marcel

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Jac Caglianone	0.2000	0.2460	0.2891	52.0	24.7	27.2
2	Jakob Marsee	0.2690	0.2305	0.2306	20.6	1.1	19.5
3	Miguel Vargas	0.2168	0.2379	0.2500	26.8	9.7	17.2
4	Sal Stewart	0.2465	0.2654	0.2632	15.2	0.4	14.8
5	Jake McCarthy	0.2500	0.2674	0.2907	27.2	14.9	12.3
6	Otto Lopez	0.2530	0.2675	0.3046	38.8	26.6	12.2
7	Munetaka Murakami	0.2439	0.2194	0.2070	17.7	5.9	11.7
8	Colson Montgomery	0.2405	0.2191	0.1972	24.5	13.0	11.5
9	Javier Sanoja	0.2422	0.2621	0.2950	28.3	16.9	11.4
10	Junior Caminero	0.2573	0.2699	0.2760	16.6	5.4	11.2

OOPSY

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Chandler Simpson	0.2683	0.2826	0.3065	25.2	15.6	9.7
2	Sal Stewart	0.2523	0.2654	0.2632	9.8	0.4	9.4
3	Luke Keaschall	0.2541	0.2659	0.2822	19.4	11.1	8.2
4	Nolan Arenado	0.2412	0.2520	0.2552	10.2	2.8	7.3
5	Jonathan Aranda	0.2489	0.2577	0.2741	18.9	12.1	6.8
6	Yandy Díaz	0.2760	0.2845	0.2932	13.9	7.1	6.8
7	Samuel Basallo	0.2578	0.2411	0.2222	13.0	6.9	6.1
8	Austin Riley	0.2720	0.2609	0.2191	31.4	25.3	6.0
9	Bobby Witt Jr.	0.3023	0.2916	0.2814	11.3	5.5	5.8
10	Jakob Marsee	0.2226	0.2305	0.2306	6.8	1.1	5.8

Razzball

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Hao-Yu Lee	0.2214	0.2381	0.2636	15.6	9.9	5.7
2	Pete Alonso	0.2465	0.2546	0.2674	15.0	10.2	4.9
3	Mike Trout	0.2268	0.2355	0.2417	9.8	5.0	4.8
4	Caleb Durbin	0.2631	0.2570	0.2480	8.5	4.3	4.2
5	Jacob Gonzalez	0.2439	0.2167	0.2201	5.3	1.1	4.2
6	Rafael Devers	0.2418	0.2495	0.2581	10.6	6.4	4.2
7	Spencer Torkelson	0.2234	0.2313	0.2300	4.4	0.2	4.2
8	Shea Langeliers	0.2446	0.2543	0.2618	8.3	4.3	4.0
9	Jonathan Aranda	0.2507	0.2577	0.2741	16.0	12.1	3.9
10	Miguel Vargas	0.2314	0.2379	0.2500	13.5	9.7	3.8

Steamer

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Hao-Yu Lee	0.2269	0.2381	0.2636	15.0	9.9	5.1
2	Ernie Clement	0.2738	0.2636	0.2593	6.2	1.6	4.6
3	Caleb Durbin	0.2672	0.2570	0.2480	8.6	4.3	4.4
4	Munetaka Murakami	0.2300	0.2194	0.2070	10.2	5.9	4.3
5	Carson Benge	0.2354	0.2387	0.2824	33.6	29.6	4.0
6	Mike Trout	0.2321	0.2355	0.2417	8.9	5.0	3.9
7	Spencer Torkelson	0.2283	0.2313	0.2300	3.8	0.2	3.6
8	Teoscar Hernández	0.2552	0.2595	0.2670	8.0	4.5	3.5
9	Nathan Church	0.2594	0.2491	0.2465	4.0	0.5	3.5
10	Kazuma Okamoto	0.2483	0.2402	0.2324	7.3	3.9	3.4

The BAT

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Jac Caglianone	0.2275	0.2460	0.2891	33.9	24.7	9.2
2	Ildemaro Vargas	0.2303	0.2448	0.2539	11.4	5.2	6.2
3	Jordan Walker	0.2277	0.2378	0.2693	27.6	22.1	5.5
4	Dominic Canzone	0.2290	0.2405	0.2642	18.6	13.4	5.2
5	Garrett Mitchell	0.2195	0.2303	0.2625	22.7	18.0	4.8
6	Jake Bauers	0.2038	0.2135	0.2662	36.0	31.4	4.5
7	Jacob Gonzalez	0.2439	0.2167	0.2201	5.5	1.1	4.3
8	Kody Clemens	0.2199	0.2289	0.2392	11.1	6.9	4.2
9	Kyle Karros	0.2674	0.2604	0.2530	6.9	2.7	4.2
10	Trea Turner	0.2843	0.2804	0.2419	29.9	25.9	4.0

The BAT X

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Jac Caglianone	0.2317	0.2460	0.2891	31.7	24.7	7.0
2	Matt Olson	0.2373	0.2488	0.2512	9.7	2.8	6.9
3	Josh Naylor	0.2498	0.2614	0.2613	7.5	1.0	6.5
4	Ezequiel Duran	0.2284	0.2403	0.2597	18.7	12.5	6.1
5	Riley Greene	0.2475	0.2588	0.2798	19.1	13.4	5.7
6	Sal Stewart	0.2711	0.2654	0.2632	5.5	0.4	5.1
7	Keibert Ruiz	0.2288	0.2442	0.2801	18.2	13.3	4.9
8	Cody Bellinger	0.2473	0.2577	0.2641	9.4	4.5	4.9
9	Steven Kwan	0.2643	0.2735	0.2820	11.3	6.4	4.9
10	Garrett Mitchell	0.2196	0.2303	0.2625	22.7	18.0	4.8

ZiPS

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Alex Bregman	0.2429	0.2516	0.2648	18.9	10.4	8.5
2	Kyle Schwarber	0.2212	0.2298	0.2324	11.4	2.9	8.5
3	Munetaka Murakami	0.2381	0.2194	0.2070	14.4	5.9	8.4
4	Justin Crawford	0.2860	0.2679	0.2635	8.1	1.3	6.8
5	Yordan Alvarez	0.2896	0.2950	0.3157	21.6	15.5	6.1
6	Jordan Walker	0.2324	0.2378	0.2693	28.0	22.1	6.0
7	Kevin McGonigle	0.2486	0.2529	0.2777	24.2	18.7	5.5
8	Jo Adell	0.2318	0.2362	0.2405	9.1	3.9	5.2
9	Josh Naylor	0.2757	0.2614	0.2613	6.0	1.0	5.0
10	Isaac Paredes	0.2381	0.2416	0.2616	18.8	14.2	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
Randy Arozarena	0.3806	0.3291 (32.9)	0.3302 (32.6)	0.3319 (35.0)	0.3366 (30.1)	0.3332 (32.2)	0.3256 (36.3)	0.3292 (36.0)	0.3300 (30.0)	0.3280 (31.5)	0.3364 (31.9)
Pete Crow-Armstrong	0.3724	0.2965 (53.4)	0.3002 (51.2)	0.3036 (52.5)	0.2922 (58.9)	0.3065 (48.3)	0.2975 (53.8)	0.3020 (52.8)	0.2985 (49.5)	0.2964 (51.1)	0.3036 (52.4)
Jarren Duran	0.2661	0.3271 (38.6)	0.3272 (38.2)	0.3267 (34.7)	0.3360 (41.9)	0.3327 (40.1)	0.3212 (34.0)	0.3256 (34.7)	0.3259 (39.8)	0.3301 (42.3)	0.3277 (35.4)
Kevin McGonigle	0.3762	0.3308 (30.4)	0.3298 (31.6)	0.3376 (29.8)	0.3184 (41.6)	0.3272 (35.1)	0.3373 (27.0)	0.3431 (25.1)	0.3205 (35.3)	0.3206 (35.4)	0.3292 (35.7)
Jake Bauers	0.3893	0.3092 (44.9)	0.3116 (43.9)	0.3231 (40.3)	0.3138 (44.2)	0.3171 (42.1)	0.3113 (44.6)	0.3151 (44.2)	0.2992 (48.7)	0.3013 (47.6)	0.3280 (37.4)
Nick Gonzales	0.3668	0.3095 (33.4)	0.3139 (31.1)	0.3180 (31.8)	0.3065 (37.2)	0.3133 (32.9)	0.3155 (30.7)	0.3185 (30.8)	0.3118 (29.9)	0.3119 (29.9)	0.3170 (32.4)
Yordan Alvarez	0.4321	0.3857 (30.4)	0.3896 (28.2)	0.3900 (31.6)	0.3757 (39.7)	0.3923 (28.0)	0.3925 (26.8)	0.3962 (26.4)	0.3909 (24.5)	0.3871 (27.2)	0.3827 (36.6)
Josh Jung	0.3649	0.2926 (31.0)	0.2944 (30.5)	0.2971 (31.7)	0.3025 (28.1)	0.2974 (30.2)	0.2937 (31.2)	0.2997 (30.0)	0.2910 (30.3)	0.2927 (29.5)	0.2935 (33.2)
TJ Rumfield	0.3899	0.3177 (44.0)	0.3190 (43.6)	0.3294 (40.4)	0.3184 (45.7)	0.3223 (43.0)	0.3199 (43.6)	0.3242 (42.9)	0.3073 (48.5)	0.3073 (48.5)	0.3346 (37.0)

Individual Misses for On-Base Percentage

ATC

Rank	Player	Proj	Actual	Error
1	Vladimir Guerrero Jr.	0.3787	0.3317	30.1
2	Ketel Marte	0.3609	0.3157	29.7
3	Miguel Vargas	0.3189	0.3627	29.2
4	Gunnar Henderson	0.3489	0.3105	28.6
5	Kyle Tucker	0.3709	0.3301	27.0
6	Chase DeLauter	0.3125	0.3631	27.0
7	Bryce Eldridge	0.3013	0.3638	27.0
8	Trea Turner	0.3332	0.2971	26.9
9	Nick Kurtz	0.3342	0.3963	25.9
10	Andrew Vaughn	0.3091	0.3897	25.9

Aggregate

Rank	Player	Proj	Actual	Error
1	Vladimir Guerrero Jr.	0.3799	0.3317	30.4
2	Gunnar Henderson	0.3512	0.3105	29.8
3	Bryce Eldridge	0.2992	0.3638	28.2
4	Ketel Marte	0.3587	0.3157	27.9
5	Chase DeLauter	0.3137	0.3631	26.7
6	Bryan Reynolds	0.3259	0.3653	26.4
7	Miguel Vargas	0.3240	0.3627	26.1
8	Junior Caminero	0.3218	0.3604	25.9
9	Ke'Bryan Hayes	0.2989	0.1942	25.8
10	Brice Turang	0.3265	0.3659	25.6

Depth Charts

Rank	Player	Proj	Actual	Error
1	Bryan Reynolds	0.3261	0.3653	29.9
2	Eduardo Valencia	0.1667	0.3796	29.9
3	Junior Caminero	0.3233	0.3604	28.5
4	Gunnar Henderson	0.3547	0.3105	28.5
5	Bryce Eldridge	0.3038	0.3638	28.5
6	Nicky Lopez	0.4286	0.3217	27.9
7	Andrew Vaughn	0.3113	0.3897	27.1
8	Vladimir Guerrero Jr.	0.3791	0.3317	26.7
9	Brice Turang	0.3302	0.3659	26.7
10	Ketel Marte	0.3601	0.3157	25.5

Marcel

Rank	Player	Proj	Actual	Error
1	Miguel Vargas	0.3035	0.3627	42.4
2	Junior Caminero	0.3091	0.3604	36.7
3	Jac Caglianone	0.2752	0.3400	36.3
4	Sam Antonacci	0.3184	0.3700	29.3
5	Ben Rice	0.3203	0.3628	29.0
6	Otto Lopez	0.3094	0.3493	28.1
7	Andrew Vaughn	0.3060	0.3897	28.0
8	James Wood	0.3445	0.3884	27.9
9	Steven Kwan	0.3395	0.3819	27.7
10	Ketel Marte	0.3604	0.3157	27.3

OOPSY

Rank	Player	Proj	Actual	Error
1	Bryce Eldridge	0.2856	0.3638	35.3
2	Gunnar Henderson	0.3615	0.3105	35.3
3	Vladimir Guerrero Jr.	0.3854	0.3317	32.3
4	Bryan Reynolds	0.3241	0.3653	29.3
5	Willson Contreras	0.3319	0.3858	29.2
6	Austin Riley	0.3364	0.2905	28.5
7	James Wood	0.3434	0.3884	28.5
8	Brice Turang	0.3271	0.3659	26.9
9	Ke'Bryan Hayes	0.3005	0.1942	25.6
10	Henry Bolte	0.3063	0.3588	25.2

Razzball

Rank	Player	Proj	Actual	Error
1	Bryan Reynolds	0.3207	0.3653	30.6
2	Bryce Eldridge	0.2961	0.3638	30.0
3	Junior Caminero	0.3178	0.3604	29.3
4	Vladimir Guerrero Jr.	0.3790	0.3317	29.3
5	Gunnar Henderson	0.3515	0.3105	29.3
6	Mike Trout	0.3359	0.3823	28.9
7	Ketel Marte	0.3598	0.3157	28.0
8	Andrew Vaughn	0.3051	0.3897	27.7
9	Willson Contreras	0.3333	0.3858	27.7
10	Miguel Vargas	0.3228	0.3627	27.5

Steamer

Rank	Player	Proj	Actual	Error
1	Gunnar Henderson	0.3569	0.3105	30.9
2	Vladimir Guerrero Jr.	0.3831	0.3317	29.9
3	Bryan Reynolds	0.3251	0.3653	29.8
4	Bryce Eldridge	0.3008	0.3638	29.3
5	Ketel Marte	0.3646	0.3157	29.1
6	Mike Trout	0.3410	0.3823	27.7
7	Henry Bolte	0.3029	0.3588	27.5
8	Andrew Vaughn	0.3093	0.3897	27.4
9	Junior Caminero	0.3241	0.3604	27.1
10	Willson Contreras	0.3385	0.3858	26.6

The BAT

Rank	Player	Proj	Actual	Error
1	Chase DeLauter	0.2989	0.3631	32.7
2	Vladimir Guerrero Jr.	0.3760	0.3317	30.5
3	Ketel Marte	0.3581	0.3157	30.0
4	Trea Turner	0.3335	0.2971	29.4
5	Kyle Tucker	0.3706	0.3301	29.0
6	Gunnar Henderson	0.3452	0.3105	28.4
7	Miguel Vargas	0.3169	0.3627	28.2
8	Garrett Mitchell	0.2970	0.3542	27.3
9	Brice Turang	0.3206	0.3659	26.9
10	Ke'Bryan Hayes	0.2938	0.1942	25.5

The BAT X

Rank	Player	Proj	Actual	Error
1	Vladimir Guerrero Jr.	0.3812	0.3317	33.6
2	Chase DeLauter	0.2989	0.3631	32.8
3	Ketel Marte	0.3606	0.3157	31.5
4	Trea Turner	0.3332	0.2971	29.2
5	Steven Kwan	0.3329	0.3819	27.7
6	Garrett Mitchell	0.2969	0.3542	27.4
7	Gunnar Henderson	0.3437	0.3105	27.2
8	Kyle Tucker	0.3669	0.3301	26.6
9	Riley Greene	0.3211	0.3699	25.6
10	Ke'Bryan Hayes	0.2936	0.1942	25.4

ZiPS

Rank	Player	Proj	Actual	Error
1	Bryan Reynolds	0.3264	0.3653	29.6
2	Junior Caminero	0.3217	0.3604	29.5
3	Bryce Eldridge	0.3020	0.3638	29.2
4	Brice Turang	0.3295	0.3659	27.1
5	Miguel Vargas	0.3285	0.3627	26.5
6	Andrew Vaughn	0.3133	0.3897	26.4
7	Matt McLain	0.3304	0.2738	26.4
8	Chase DeLauter	0.3200	0.3631	26.0
9	Gunnar Henderson	0.3509	0.3105	25.9
10	Vladimir Guerrero Jr.	0.3763	0.3317	25.1

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	Jacob Gonzalez	0.3184	0.2753	0.2743	10.5	0.6	9.9
2	Tommy White	0.3184	0.2849	0.2718	9.6	2.9	6.6
3	José Caballero	0.3232	0.3098	0.2898	16.3	9.9	6.4
4	Nick Kurtz	0.3342	0.3479	0.3963	25.9	20.2	5.7
5	Jase Bowen	0.3184	0.2685	0.1881	13.7	8.5	5.2
6	Weston Wilson	0.3184	0.2920	0.2842	6.7	1.7	5.0
7	Wade Meckler	0.3003	0.3152	0.3731	23.7	18.9	4.8
8	Rodolfo Durán	0.3184	0.2668	0.2222	9.0	4.2	4.8
9	Osleivis Basabe	0.3184	0.2865	0.2676	7.6	3.0	4.7
10	Héctor Rodríguez	0.3184	0.2887	0.2697	7.8	3.1	4.6

Depth Charts

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Nicky Lopez	0.4286	0.3170	0.3217	27.9	0.8	27.1
2	Eduardo Valencia	0.1667	0.2966	0.3796	29.9	11.2	18.7
3	Brandon Valenzuela	0.2308	0.2728	0.3111	22.7	9.9	12.8
4	Drew Romo	0.3184	0.2638	0.2402	15.4	5.2	10.2
5	Jose Siri	0.2353	0.2680	0.2955	16.0	6.5	9.5
6	Mickey Gasper	0.2857	0.3214	0.3571	16.9	7.7	9.2
7	Jared Young	0.2857	0.3061	0.3304	16.5	7.7	8.8
8	Sterlin Thompson	0.4286	0.3117	0.3117	8.7	0.1	8.6
9	Jacob Gonzalez	0.3184	0.2753	0.2743	9.2	0.6	8.6
10	Hao-Yu Lee	0.2857	0.3040	0.3223	14.6	6.0	8.6

Marcel

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Jac Caglianone	0.2752	0.3122	0.3400	36.3	14.4	21.9
2	Miguel Vargas	0.3035	0.3240	0.3627	42.4	26.1	16.3
3	Sal Stewart	0.3093	0.3293	0.3300	15.1	0.7	14.4
4	Chase Meidroth	0.3239	0.3434	0.3501	17.4	3.2	14.3
5	Yordan Alvarez	0.3757	0.3896	0.4321	39.7	28.2	11.5
6	Sam Antonacci	0.3184	0.3363	0.3700	29.3	17.8	11.5
7	Jeremiah Jackson	0.3209	0.2796	0.2466	21.5	10.2	11.3
8	Junior Caminero	0.3091	0.3218	0.3604	36.7	25.9	10.8
9	Joe Mack	0.3184	0.2837	0.2822	11.6	1.1	10.6
10	Jake McCarthy	0.3118	0.3268	0.3339	13.7	3.2	10.5

OOPSY

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Chandler Simpson	0.3103	0.3229	0.3333	14.5	5.3	9.2
2	Jo Adell	0.3139	0.2989	0.2985	9.7	1.4	8.3
3	Colson Montgomery	0.3109	0.2965	0.2821	17.9	10.3	7.7
4	Bryce Eldridge	0.2856	0.2992	0.3638	35.3	28.2	7.2
5	Jonathan Aranda	0.3333	0.3416	0.3578	16.8	9.7	7.2
6	Yandy Díaz	0.3493	0.3571	0.3586	6.8	0.2	6.7
7	Nolan Arenado	0.2982	0.3069	0.3311	20.1	13.4	6.6
8	Javier Sanoja	0.2969	0.3064	0.3333	18.2	12.3	5.9
9	Sal Stewart	0.3215	0.3293	0.3300	6.4	0.7	5.7
10	Austin Riley	0.3364	0.3250	0.2905	28.5	22.8	5.7

Razzball

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Jacob Gonzalez	0.3184	0.2753	0.2743	10.2	0.6	9.6
2	Munetaka Murakami	0.3201	0.3344	0.3472	14.5	6.1	8.4
3	Petey Halpin	0.3184	0.2747	0.2684	9.9	1.6	8.3
4	Mike Trout	0.3359	0.3465	0.3823	28.9	21.6	7.3
5	Tommy White	0.3184	0.2849	0.2718	9.2	2.9	6.3
6	Jase Bowen	0.3184	0.2685	0.1881	13.5	8.5	5.0
7	Zach Neto	0.3156	0.3212	0.3295	9.3	4.6	4.6
8	Rodolfo Durán	0.3184	0.2668	0.2222	8.8	4.2	4.6
9	Jorge Barrosa	0.3184	0.2912	0.2848	6.0	1.4	4.6
10	Hao-Yu Lee	0.2926	0.3040	0.3223	10.5	6.0	4.5

Steamer

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Mike Trout	0.3410	0.3465	0.3823	27.7	21.6	6.1
2	Henry Bolte	0.3029	0.3098	0.3588	27.5	22.4	5.2
3	Cole Young	0.3295	0.3184	0.3124	9.4	4.9	4.5
4	Ernie Clement	0.3110	0.3000	0.2850	14.7	10.4	4.3
5	Andy Pages	0.3075	0.3105	0.3432	21.8	17.8	4.0
6	José Fermín	0.3450	0.3301	0.3087	12.6	8.5	4.0
7	Zach Neto	0.3197	0.3212	0.3295	8.6	4.6	3.9
8	Willi Castro	0.3258	0.3295	0.3312	3.7	0.0	3.7
9	Hao-Yu Lee	0.2980	0.3040	0.3223	9.7	6.0	3.7
10	Nathan Church	0.3149	0.3031	0.2900	10.6	7.0	3.6

The BAT

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Jacob Gonzalez	0.3184	0.2753	0.2743	11.3	0.6	10.7
2	JJ Wetherholt	0.3101	0.3288	0.3393	14.5	5.4	9.1
3	Nick Loftin	0.2934	0.3157	0.3223	9.9	2.1	7.8
4	Jac Caglianone	0.2950	0.3122	0.3400	21.7	14.4	7.3
5	Tommy White	0.3184	0.2849	0.2718	10.2	2.9	7.3
6	Ildemaro Vargas	0.2732	0.2908	0.2975	9.1	2.4	6.6
7	Chase DeLauter	0.2989	0.3137	0.3631	32.7	26.7	6.0
8	Luis Arraez	0.3493	0.3425	0.3451	6.5	0.6	5.9
9	Brayan Rocchio	0.2900	0.3036	0.3135	10.5	4.8	5.7
10	Drake Baldwin	0.3198	0.3330	0.3577	19.8	14.1	5.7

The BAT X

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Jacob Gonzalez	0.3184	0.2753	0.2743	11.3	0.6	10.7
2	JJ Wetherholt	0.3102	0.3288	0.3393	14.5	5.4	9.1
3	Tommy White	0.3184	0.2849	0.2718	10.2	2.9	7.3
4	Chase Meidroth	0.3282	0.3434	0.3501	10.4	3.2	7.3
5	Caleb Durbin	0.3128	0.3277	0.3322	8.1	1.6	6.4
6	Nick Loftin	0.2973	0.3157	0.3223	8.2	2.1	6.2
7	Chase DeLauter	0.2989	0.3137	0.3631	32.8	26.7	6.1
8	Jac Caglianone	0.2983	0.3122	0.3400	19.9	14.4	5.6
9	Ezequiel Duran	0.2733	0.2864	0.3205	24.8	19.3	5.5
10	Geraldo Perdomo	0.3448	0.3563	0.3696	13.1	7.9	5.2

ZiPS

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Yordan Alvarez	0.3827	0.3896	0.4321	36.6	28.2	8.4
2	Kyle Schwarber	0.3453	0.3509	0.3543	8.7	1.2	7.5
3	Jeff McNeil	0.3489	0.3312	0.3127	17.0	10.5	6.5
4	Jordan Walker	0.2962	0.3006	0.3268	22.7	16.4	6.3
5	Josh Bell	0.3452	0.3302	0.3190	14.4	8.1	6.2
6	Justin Crawford	0.3385	0.3209	0.3094	11.9	6.2	5.8
7	Bryce Harper	0.3618	0.3649	0.3795	14.6	8.9	5.7
8	Owen Caissie	0.3346	0.3128	0.2879	14.3	8.8	5.5
9	Bryan Torres	0.3650	0.3314	0.3085	10.0	4.6	5.4
10	Andruw Monasterio	0.3333	0.3131	0.2948	12.2	7.0	5.2

Slugging Percentage

Everybody Missed for Slugging Percentage

Player	Actual	ATC	Aggregate	Depth Charts	Marcel	OOPSY	Razzball	Steamer	The BAT	The BAT X	ZiPS
Ty France	0.5023	0.3702 (67.5)	0.3742 (65.5)	0.3861 (62.2)	0.3665 (74.1)	0.3864 (60.7)	0.3737 (65.1)	0.3828 (64.9)	0.3549 (73.4)	0.3750 (63.6)	0.3764 (67.6)
Vladimir Guerrero Jr.	0.3561	0.5008 (86.4)	0.5129 (93.8)	0.5153 (91.9)	0.4797 (67.7)	0.5307 (103.0)	0.5161 (96.4)	0.5307 (100.0)	0.4896 (81.7)	0.5200 (99.8)	0.5026 (83.5)
Pete Crow-Armstrong	0.5703	0.4370 (98.9)	0.4431 (94.4)	0.4542 (90.2)	0.4383 (104.8)	0.4517 (90.1)	0.4293 (103.5)	0.4511 (94.1)	0.4405 (93.8)	0.4304 (101.6)	0.4615 (85.8)
Kyle Tucker	0.3852	0.4983 (69.1)	0.4960 (67.7)	0.4982 (65.7)	0.4900 (58.0)	0.4941 (64.8)	0.4892 (64.2)	0.4960 (63.0)	0.5022 (73.7)	0.4931 (67.6)	0.4990 (65.5)
Cal Raleigh	0.3681	0.4941 (65.3)	0.4931 (64.7)	0.4918 (61.2)	0.4991 (62.9)	0.4885 (60.9)	0.4770 (56.8)	0.4872 (57.7)	0.5225 (82.1)	0.4866 (62.8)	0.4953 (62.5)
Taylor Ward	0.3112	0.4420 (77.7)	0.4394 (76.1)	0.4410 (73.7)	0.4432 (72.6)	0.4391 (74.3)	0.4162 (62.7)	0.4374 (70.2)	0.4443 (81.1)	0.4483 (83.2)	0.4489 (77.9)

Individual Misses for Slugging Percentage

ATC

Rank	Player	Proj	Actual	Error
1	José Ramírez	0.4854	0.3679	62.4
2	Tristan Peters	0.3157	0.4371	61.0
3	Austin Riley	0.4623	0.3640	60.1
4	CJ Abrams	0.4116	0.4974	58.0
5	Jake McCarthy	0.3822	0.4753	57.2
6	Jake Bauers	0.3882	0.4843	57.2
7	Michael Busch	0.4766	0.3933	57.1
8	Jordan Walker	0.3838	0.4663	57.0
9	Luis García Jr.	0.4197	0.5213	56.7
10	Liam Hicks	0.3388	0.4342	54.5

Aggregate

Rank	Player	Proj	Actual	Error
1	Austin Riley	0.4685	0.3640	64.1
2	José Ramírez	0.4812	0.3679	60.1
3	Liam Hicks	0.3376	0.4342	55.1
4	CJ Abrams	0.4167	0.4974	54.7
5	Randy Arozarena	0.4060	0.4843	54.4
6	Luis García Jr.	0.4242	0.5213	54.3
7	Jake Bauers	0.3936	0.4843	54.1
8	Jordan Walker	0.3894	0.4663	53.2
9	Josh Naylor	0.4347	0.3501	53.1
10	Gunnar Henderson	0.4826	0.4045	52.8

Depth Charts

Rank	Player	Proj	Actual	Error
1	Hao-Yu Lee	0.1667	0.4242	96.8
2	Jared Young	0.1667	0.4286	92.4
3	Mickey Gasper	0.1667	0.4660	69.2
4	Eduardo Valencia	0.1667	0.6357	65.9
5	Randy Arozarena	0.4010	0.4843	61.3
6	Austin Riley	0.4686	0.3640	60.8
7	José Ramírez	0.4867	0.3679	60.2
8	Brandon Valenzuela	0.1667	0.3766	59.1
9	Josh Naylor	0.4474	0.3501	57.9
10	Jordan Walker	0.3880	0.4663	57.8

Marcel

Rank	Player	Proj	Actual	Error
1	Jac Caglianone	0.3458	0.4941	88.9
2	Miguel Vargas	0.3739	0.4745	79.5
3	Yordan Alvarez	0.5113	0.6014	71.0
4	Jordan Walker	0.3753	0.4663	69.0
5	Luis García Jr.	0.4148	0.5213	64.6
6	Jake McCarthy	0.3796	0.4753	64.4
7	Nasim Nuñez	0.3850	0.2436	63.6
8	Ben Rice	0.4535	0.5340	62.0
9	José Ramírez	0.4934	0.3679	61.6
10	Josh Naylor	0.4547	0.3501	60.0

OOPSY

Rank	Player	Proj	Actual	Error
1	Austin Riley	0.4954	0.3640	79.3
2	Nolan Arenado	0.3697	0.4747	66.2
3	Gunnar Henderson	0.5036	0.4045	65.7
4	Bobby Witt Jr.	0.5437	0.4409	61.5
5	Shohei Ohtani	0.6148	0.5124	59.9
6	Miguel Vargas	0.3980	0.4745	57.7
7	Liam Hicks	0.3362	0.4342	57.4
8	Randy Arozarena	0.4080	0.4843	54.8
9	CJ Abrams	0.4219	0.4974	53.0
10	Alex Bregman	0.3948	0.4638	52.3

Razzball

Rank	Player	Proj	Actual	Error
1	Jake Bauers	0.3753	0.4843	63.9
2	José Ramírez	0.4867	0.3679	63.7
3	Randy Arozarena	0.3945	0.4843	61.2
4	Josh Naylor	0.4458	0.3501	61.1
5	Miguel Vargas	0.3989	0.4745	54.4
6	Liam Hicks	0.3406	0.4342	52.8
7	Gunnar Henderson	0.4813	0.4045	52.8
8	Jordan Walker	0.3889	0.4663	52.8
9	Rafael Devers	0.4435	0.5251	52.7
10	Luis García Jr.	0.4280	0.5213	51.6

Steamer

Rank	Player	Proj	Actual	Error
1	José Ramírez	0.4920	0.3679	61.9
2	Randy Arozarena	0.4032	0.4843	61.3
3	Jake Bauers	0.3906	0.4843	60.2
4	Josh Naylor	0.4500	0.3501	58.2
5	Miguel Vargas	0.4052	0.4745	56.1
6	Austin Riley	0.4624	0.3640	55.5
7	Julio Rodríguez	0.4909	0.4010	52.0
8	Gunnar Henderson	0.4888	0.4045	51.9
9	CJ Abrams	0.4299	0.4974	50.9
10	Luis García Jr.	0.4388	0.5213	50.4

The BAT

Rank	Player	Proj	Actual	Error
1	José Ramírez	0.4992	0.3679	71.8
2	Jordan Walker	0.3604	0.4663	70.3
3	Jake Bauers	0.3708	0.4843	65.3
4	Austin Riley	0.4604	0.3640	61.1
5	Jac Caglianone	0.3841	0.4941	60.5
6	Jake McCarthy	0.3733	0.4753	60.5
7	Luis García Jr.	0.4126	0.5213	58.7
8	Josh Naylor	0.4394	0.3501	58.4
9	Liam Hicks	0.3298	0.4342	57.6
10	Julio Rodríguez	0.4862	0.4010	56.1

The BAT X

Rank	Player	Proj	Actual	Error
1	Austin Riley	0.4758	0.3640	70.5
2	CJ Abrams	0.3942	0.4974	67.5
3	Jake Bauers	0.3781	0.4843	61.4
4	Liam Hicks	0.3262	0.4342	59.8
5	Jake McCarthy	0.3770	0.4753	58.6
6	José Ramírez	0.4756	0.3679	58.6
7	Luis García Jr.	0.4136	0.5213	58.5
8	Chase Meidroth	0.3267	0.4152	56.9
9	Shohei Ohtani	0.6041	0.5124	56.7
10	Matt Olson	0.4247	0.5024	54.2

ZiPS

Rank	Player	Proj	Actual	Error
1	Jordan Walker	0.3734	0.4663	68.2
2	Austin Riley	0.4785	0.3640	66.3
3	Luis García Jr.	0.4193	0.5213	60.5
4	Liam Hicks	0.3362	0.4342	59.5
5	Josh Naylor	0.4506	0.3501	59.2
6	Randy Arozarena	0.4057	0.4843	58.9
7	José Ramírez	0.4850	0.3679	58.6
8	Chase Meidroth	0.3369	0.4152	56.4
9	Miguel Vargas	0.4066	0.4745	54.4
10	CJ Abrams	0.4258	0.4974	52.9

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	Wade Meckler	0.2895	0.3317	0.3867	33.7	19.5	14.2
2	Michael Busch	0.4766	0.4569	0.3933	57.1	43.1	14.0
3	Jorbit Vivas	0.2844	0.3220	0.3215	14.6	0.9	13.7
4	Jared Young	0.3438	0.3838	0.4286	30.0	16.3	13.7
5	Drew Cavanaugh	0.4007	0.3239	0.2917	17.6	4.9	12.8
6	Jose Fernandez	0.4007	0.3473	0.3431	12.1	0.3	11.9
7	Tristan Peters	0.3157	0.3390	0.4371	61.0	49.6	11.4
8	Luis Lara	0.4007	0.3067	0.3246	15.5	4.4	11.1
9	Jim Jarvis	0.4007	0.3115	0.2973	12.5	1.4	11.1
10	Christian Encarnacion-Strand	0.3747	0.4253	0.5128	30.0	19.2	10.8

Depth Charts

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Hao-Yu Lee	0.1667	0.3729	0.4242	96.8	19.7	77.0
2	Jared Young	0.1667	0.3838	0.4286	92.4	16.3	76.1
3	Mickey Gasper	0.1667	0.3626	0.4660	69.2	23.9	45.3
4	Brandon Valenzuela	0.1667	0.3235	0.3766	59.1	15.1	44.0
5	Eduardo Valencia	0.1667	0.3951	0.6357	65.9	33.6	32.3
6	Anthony Seigler	0.1667	0.3437	0.4000	41.8	10.2	31.6
7	Samad Taylor	0.1667	0.3360	0.4079	43.7	13.1	30.6
8	Sam Antonacci	0.3056	0.3463	0.3958	54.9	29.2	25.7
9	Denzer Guzman	0.2632	0.3419	0.3357	24.6	1.0	23.5
10	Christian Encarnacion-Strand	0.3333	0.4253	0.5128	40.0	19.2	20.7

Marcel

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Jac Caglianone	0.3458	0.4289	0.4941	88.9	37.7	51.2
2	Jakob Marsee	0.4379	0.3682	0.3585	41.3	4.2	37.1
3	Yordan Alvarez	0.5113	0.5513	0.6014	71.0	36.7	34.3
4	Colson Montgomery	0.4684	0.4066	0.4032	33.7	0.4	33.3
5	Kazuma Okamoto	0.4007	0.4420	0.4525	40.8	8.5	32.3
6	Nasim Nuñez	0.3850	0.3103	0.2436	63.6	31.5	32.1
7	Miguel Vargas	0.3739	0.4073	0.4745	79.5	49.3	30.3
8	Munetaka Murakami	0.4007	0.4403	0.4780	49.6	22.4	27.1
9	Junior Caminero	0.4894	0.5088	0.5244	33.3	12.9	20.3
10	Kevin McGonigle	0.4007	0.4177	0.4298	29.3	10.6	18.7

OOPSY

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Alex Bregman	0.3948	0.4207	0.4638	52.3	32.3	20.0
2	Nolan Arenado	0.3697	0.3966	0.4747	66.2	48.5	17.7
3	Sal Stewart	0.4247	0.4471	0.4575	26.8	9.2	17.6
4	Isaac Paredes	0.4078	0.4293	0.4466	29.2	13.3	16.0
5	Austin Riley	0.4954	0.4685	0.3640	79.3	64.1	15.3
6	Jonathan Aranda	0.4079	0.4272	0.4345	21.5	6.8	14.7
7	Bobby Witt Jr.	0.5437	0.5183	0.4409	61.5	47.1	14.4
8	Gunnar Henderson	0.5036	0.4826	0.4045	65.7	52.8	12.9
9	Yandy Díaz	0.4283	0.4442	0.4463	16.1	3.4	12.7
10	Jo Adell	0.4854	0.4641	0.4013	51.9	39.5	12.3

Razzball

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Kevin McGonigle	0.3867	0.4177	0.4298	31.6	10.6	21.0
2	Pete Alonso	0.4684	0.4926	0.5216	38.4	22.3	16.1
3	Riley Greene	0.4369	0.4651	0.4736	22.7	6.7	16.0
4	Kyle Stowers	0.4145	0.4436	0.4586	23.4	9.2	14.3
5	Munetaka Murakami	0.4141	0.4403	0.4780	36.2	22.4	13.8
6	Petey Halpin	0.4007	0.3345	0.3258	14.3	1.1	13.1
7	Drew Cavanaugh	0.4007	0.3239	0.2917	17.8	4.9	13.0
8	Seiya Suzuki	0.4388	0.4593	0.4734	23.0	10.8	12.2
9	Jose Fernandez	0.4007	0.3473	0.3431	12.4	0.3	12.1
10	Willy Adames	0.3947	0.4193	0.4237	15.5	3.6	11.8

Steamer

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Carson Benge	0.3705	0.3811	0.4303	45.8	34.0	11.8
2	Henry Bolte	0.3578	0.3729	0.4048	27.1	16.4	10.7
3	Nolan Schanuel	0.4200	0.3888	0.3852	10.9	0.3	10.5
4	Caleb Durbin	0.4068	0.3824	0.3780	10.8	0.9	9.9
5	Sam Antonacci	0.3369	0.3463	0.3958	38.6	29.2	9.5
6	Francisco Alvarez	0.4581	0.4295	0.3995	20.2	11.4	8.8
7	Tyler Stephenson	0.3903	0.4011	0.4039	11.2	2.6	8.6
8	Spencer Torkelson	0.4251	0.4309	0.4354	12.6	4.5	8.2
9	Hao-Yu Lee	0.3580	0.3729	0.4242	27.9	19.7	8.2
10	Seiya Suzuki	0.4542	0.4593	0.4734	18.7	10.8	8.0

The BAT

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Jac Caglianone	0.3841	0.4289	0.4941	60.5	37.7	22.9
2	Cal Raleigh	0.5225	0.4931	0.3681	82.1	64.7	17.4
3	Mike Trout	0.4781	0.4541	0.4211	36.6	19.2	17.4
4	Jordan Walker	0.3604	0.3894	0.4663	70.3	53.2	17.1
5	Drake Baldwin	0.4065	0.4349	0.4590	31.9	16.6	15.4
6	Drew Cavanaugh	0.4007	0.3239	0.2917	18.2	4.9	13.3
7	Ildemaro Vargas	0.3118	0.3423	0.3775	31.7	18.5	13.2
8	Dominic Canzone	0.3848	0.4121	0.4843	52.7	40.0	12.7
9	Jose Fernandez	0.4007	0.3473	0.3431	12.9	0.3	12.6
10	Kody Clemens	0.3976	0.4224	0.4595	35.8	23.3	12.5

The BAT X

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Luis Arraez	0.3496	0.3881	0.4195	45.8	22.4	23.4
2	Matt Olson	0.4247	0.4592	0.5024	54.2	32.1	22.1
3	Drake Baldwin	0.4035	0.4349	0.4590	34.1	16.6	17.6
4	Cedric Mullins	0.4155	0.3849	0.3440	35.9	19.1	16.8
5	Jac Caglianone	0.3970	0.4289	0.4941	53.7	37.7	16.0
6	George Springer	0.4754	0.4491	0.4048	36.5	21.4	15.1
7	Isaac Paredes	0.4049	0.4293	0.4466	27.5	13.3	14.2
8	Brooks Lee	0.3569	0.3820	0.4283	45.1	31.0	14.0
9	Elly De La Cruz	0.4329	0.4577	0.5152	52.3	38.4	13.9
10	Garrett Mitchell	0.3475	0.3756	0.4165	36.7	23.2	13.5

ZiPS

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Kazuma Okamoto	0.4007	0.4420	0.4525	38.9	8.5	30.4
2	Jordan Walker	0.3734	0.3894	0.4663	68.2	53.2	15.0
3	Kyle Schwarber	0.4820	0.4953	0.5026	21.0	7.1	13.9
4	Brandon Lowe	0.4221	0.4355	0.4932	52.7	39.7	13.1
5	Yordan Alvarez	0.5396	0.5513	0.6014	49.3	36.7	12.6
6	Wyatt Langford	0.4867	0.4549	0.4209	26.6	14.7	11.9
7	Jeff McNeil	0.4282	0.3999	0.3682	26.4	15.0	11.4
8	Chandler Simpson	0.3327	0.3434	0.3555	19.7	9.2	10.5
9	Chase Meidroth	0.3369	0.3467	0.4152	56.4	45.9	10.5
10	Alex Bregman	0.4130	0.4207	0.4638	42.3	32.3	10.0

Pitching Projection Accuracy

Batters Faced (BF)

Everybody Missed for Batters Faced (BF)

Player	Actual	ATC	Aggregate	Depth Charts	Marcel	OOPSY	Razzball	Steamer	The BAT	The BAT X	ZiPS
Justin Verlander	39	559 (520.0)	585 (546.4)	603 (564.0)	597 (558.0)	602 (563.0)	625 (585.7)	615 (575.7)	563 (524.0)	564 (525.4)	570 (531.0)
Nick Pivetta	140	682 (542.0)	688 (548.1)	713 (573.0)	647 (507.0)	714 (574.0)	685 (544.8)	727 (587.3)	692 (552.3)	685 (544.6)	632 (492.0)
Zach Eflin	17	609 (592.0)	607 (590.3)	644 (627.0)	464 (447.0)	655 (638.0)	601 (583.8)	657 (640.2)	612 (595.4)	617 (599.8)	500 (483.0)
Peter Lambert	664	60 (603.6)	40 (624.4)	100 (564.0)	167 (497.0)	12 (651.8)	100 (564.0)	4 (659.7)	60 (603.5)	61 (603.4)	100 (564.0)
Shane Smith	49	666 (616.6)	669 (620.4)	670 (621.0)	573 (524.0)	675 (626.0)	687 (638.1)	724 (675.0)	672 (623.2)	671 (621.7)	591 (542.0)
Cade Horton	26	535 (509.1)	546 (519.7)	534 (508.0)	497 (471.0)	535 (509.0)	591 (564.9)	575 (549.0)	535 (508.6)	538 (512.1)	511 (485.0)
Garrett Crochet	138	733 (595.0)	734 (596.3)	790 (652.0)	719 (581.0)	796 (658.0)	651 (513.1)	774 (635.9)	735 (597.3)	739 (600.6)	712 (574.0)

Individual Misses for Batters Faced (BF)

ATC

Rank	Player	Proj	Actual	Error
1	Brandon Young	85	669	584.3
2	Cody Ponce	575	10	565.1
3	Walbert Ureña	119	625	505.6
4	Cole Ragans	638	151	487.3
5	Spencer Strider	651	165	486.2
6	Luis Severino	716	271	444.7
7	Martín Pérez	152	596	444.0
8	Mick Abel	535	93	441.9
9	Jack Perkins	130	541	410.9
10	Yusei Kikuchi	715	305	410.3

Aggregate

Rank	Player	Proj	Actual	Error
1	Cody Ponce	580	10	570.1
2	Brandon Young	150	669	519.1
3	Cole Ragans	627	151	475.9
4	Spencer Strider	617	165	452.5
5	Mick Abel	543	93	450.2
6	Luis Severino	710	271	439.1
7	Jonathan Cannon	445	18	427.4
8	Martín Pérez	177	596	419.2
9	Brandon Woodruff	589	174	414.5
10	Luis Morales	501	90	410.5

Depth Charts

Rank	Player	Proj	Actual	Error
1	Cody Ponce	648	10	638.0
2	Brandon Young	108	669	561.0
3	Martín Pérez	39	596	557.0
4	Cole Ragans	683	151	532.0
5	Mick Abel	578	93	485.0
6	Payton Tolle	138	603	465.0
7	Jonathan Cannon	483	18	465.0
8	Luis Severino	735	271	464.0
9	Spencer Strider	624	165	459.0
10	Brandon Woodruff	623	174	449.0

Marcel

Rank	Player	Proj	Actual	Error
1	Foster Griffin	100	721	621.0
2	Anthony Kay	106	710	604.0
3	Logan Allen	640	81	559.0
4	Walbert Ureña	100	625	525.0
5	Mitchell Parker	681	178	503.0
6	Jonathan Cannon	521	18	503.0
7	Bailey Falter	562	69	493.0
8	JP Sears	618	143	475.0
9	Andrew Painter	100	552	452.0
10	Clarke Schmidt	448	4	444.0

OOPSY

Rank	Player	Proj	Actual	Error
1	Foster Griffin	100	721	621.0
2	Anthony Kay	100	710	610.0
3	Brandon Young	108	669	561.0
4	Martín Pérez	39	596	557.0
5	Cole Ragans	674	151	523.0
6	Mick Abel	575	93	482.0
7	Payton Tolle	137	603	466.0
8	Luis Severino	736	271	465.0
9	Jonathan Cannon	483	18	465.0
10	Spencer Strider	625	165	460.0

Razzball

Rank	Player	Proj	Actual	Error
1	Brandon Young	85	669	583.7
2	Cody Ponce	561	10	550.7
3	Brandon Woodruff	655	174	481.4
4	Luis Severino	728	271	457.3
5	Cole Ragans	608	151	456.8
6	Walbert Ureña	191	625	433.6
7	Jose Quintana	642	212	430.3
8	Shane Drohan	100	528	428.0
9	Jack Perkins	123	541	417.7
10	Mick Abel	497	93	403.9

Steamer

Rank	Player	Proj	Actual	Error
1	Cody Ponce	653	10	642.7
2	Cole Ragans	711	151	560.1
3	Brandon Young	110	669	558.5
4	Martín Pérez	39	596	556.6
5	Brandon Woodruff	695	174	521.3
6	Mick Abel	605	93	512.3
7	Luis Severino	745	271	473.9
8	Spencer Strider	634	165	469.2
9	Jonathan Cannon	482	18	463.7
10	Jose Quintana	668	212	455.7

The BAT

Rank	Player	Proj	Actual	Error
1	Brandon Young	100	669	569.0
2	Cody Ponce	576	10	565.6
3	Walbert Ureña	100	625	525.0
4	Keider Montero	100	625	525.0
5	Spencer Strider	656	165	491.3
6	Cole Ragans	641	151	490.0
7	Colin Rea	100	587	487.0
8	Justin Wrobleski	100	578	478.0
9	Emerson Hancock	100	566	466.0
10	Luis Severino	724	271	452.7

The BAT X

Rank	Player	Proj	Actual	Error
1	Brandon Young	100	669	569.0
2	Cody Ponce	575	10	564.7
3	Walbert Ureña	100	625	525.0
4	Keider Montero	100	625	525.0
5	Spencer Strider	666	165	500.6
6	Colin Rea	100	587	487.0
7	Cole Ragans	636	151	485.1
8	Justin Wrobleski	100	578	478.0
9	Emerson Hancock	100	566	466.0
10	Luis Severino	726	271	455.1

ZiPS

Rank	Player	Proj	Actual	Error
1	Corbin Burnes	634	47	587.0
2	Jonathan Cannon	569	18	551.0
3	Cody Ponce	542	10	532.0
4	Logan Allen	610	81	529.0
5	Austin Peterson	541	27	514.0
6	Hurston Waldrep	570	56	514.0
7	Robby Snelling	531	22	509.0
8	Kade Morris	597	89	508.0
9	Duncan Davitt	543	37	506.0
10	Cameron Weston	504	3	501.0

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	Walbert Ureña	119	244	625	505.6	380.6	125.0
2	Gabriel Hughes	94	204	283	188.8	79.5	109.3
3	Connelly Early	194	300	400	205.5	100.1	105.4
4	JR Ritchie	98	198	326	227.6	127.6	100.0
5	Yacksel Ríos	100	5	5	95.0	0.5	94.5
6	Nolan Kingham	100	4	6	94.0	1.6	92.4
7	Tyler Schweitzer	55	146	154	98.6	7.9	90.7
8	Trey Gibson	32	122	185	153.1	62.7	90.4
9	Keider Montero	217	307	625	408.5	318.4	90.0
10	Josh Hendrickson	100	4	9	91.0	4.5	86.5

Depth Charts

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Martín Pérez	39	177	596	557.0	419.2	137.8
2	Mason Barnett	116	226	229	113.0	3.3	109.7
3	Mitch Farris	39	140	258	219.0	118.0	101.0
4	Cal Quantrill	36	137	443	407.0	306.2	100.8
5	Yacksel Ríos	100	5	5	95.0	0.5	94.5
6	Tyler Schweitzer	52	146	154	102.0	7.9	94.1
7	Nolan Kingham	100	4	6	94.0	1.6	92.4
8	Lance McCullers Jr.	491	404	195	296.0	209.1	86.9
9	Josh Hendrickson	100	4	9	91.0	4.5	86.5
10	Nathan Eovaldi	715	629	613	102.0	15.7	86.3

Marcel

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Anthony Kay	106	547	710	604.0	162.7	441.3
2	Foster Griffin	100	525	721	621.0	196.4	424.6
3	Mitchell Parker	681	287	178	503.0	108.8	394.2
4	Andrew Painter	100	480	552	452.0	71.8	380.2
5	JP Sears	618	250	143	475.0	107.4	367.6
6	Bubba Chandler	261	621	674	413.0	53.4	359.6
7	Cade Povich	537	188	160	377.0	28.2	348.8
8	Tanner Houck	426	112	13	413.0	99.2	313.8
9	Trevor Williams	460	148	120	340.0	27.5	312.5
10	Clarke Schmidt	448	145	4	444.0	141.0	303.0

OOPSY

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Anthony Kay	100	547	710	610.0	162.7	447.3
2	Foster Griffin	100	525	721	621.0	196.4	424.6
3	Jackson Kent	21	166	170	148.8	3.8	145.0
4	Martín Pérez	39	177	596	557.0	419.2	137.8
5	Will Dion	16	147	201	185.1	53.9	131.1
6	Ethan Pecko	16	138	140	124.0	1.6	122.5
7	Mike Paredes	10	130	154	143.6	23.8	119.9
8	Mason Barnett	116	226	229	113.0	3.3	109.7
9	Mitch Farris	38	140	258	220.0	118.0	102.0
10	Cal Quantrill	36	137	443	407.0	306.2	100.8

Razzball

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Andrew Alvarez	197	356	473	275.9	117.5	158.4
2	Travis Adams	100	248	247	147.0	1.5	145.5
3	Lake Bachar	100	230	358	258.0	128.4	129.6
4	Janson Junk	267	387	523	256.4	135.7	120.7
5	JR Ritchie	78	198	326	247.5	127.6	119.9
6	Justin Bruihl	100	218	346	246.0	127.8	118.2
7	Casey Legumina	100	215	305	205.0	90.2	114.8
8	Noah Schultz	48	156	324	276.0	167.6	108.4
9	Shane Drohan	100	207	528	428.0	320.9	107.1
10	Gabriel Hughes	100	204	283	183.0	79.5	103.5

Steamer

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Jackson Kent	4	166	170	165.7	3.8	161.8
2	Will Dion	4	147	201	196.7	53.9	142.8
3	Martín Pérez	39	177	596	556.6	419.2	137.3
4	Ethan Pecko	4	138	140	135.7	1.6	134.1
5	Mike Paredes	4	130	154	149.6	23.8	125.9
6	Lance McCullers Jr.	524	404	195	329.0	209.1	119.9
7	Emmet Sheehan	660	550	472	188.5	78.0	110.5
8	Mason Barnett	117	226	229	112.2	3.3	108.8
9	Anthony Molina	4	112	136	131.7	23.5	108.1
10	Robert Stock	4	112	147	142.8	34.8	108.0

The BAT

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Carmen Mlodzinski	100	425	537	437.0	112.2	324.8
2	Colin Rea	100	395	587	487.0	191.6	295.4
3	Emerson Hancock	100	355	566	466.0	211.5	254.5
4	Luis Medina	100	310	317	217.0	6.6	210.4
5	Keider Montero	100	307	625	525.0	318.4	206.6
6	Justin Wrobleski	100	297	578	478.0	280.8	197.2
7	Javier Assad	100	293	378	278.0	84.6	193.4
8	Yoendrys Gómez	100	284	297	197.0	12.9	184.1
9	Brad Lord	100	432	357	257.0	75.0	182.0
10	Ryan Johnson	100	271	437	337.0	165.6	171.4

The BAT X

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Carmen Mlodzinski	100	425	537	437.0	112.2	324.8
2	Colin Rea	100	395	587	487.0	191.6	295.4
3	Emerson Hancock	100	355	566	466.0	211.5	254.5
4	Luis Medina	100	310	317	217.0	6.6	210.4
5	Keider Montero	100	307	625	525.0	318.4	206.6
6	Justin Wrobleski	100	297	578	478.0	280.8	197.2
7	Javier Assad	100	293	378	278.0	84.6	193.4
8	Yoendrys Gómez	100	284	297	197.0	12.9	184.1
9	Brad Lord	100	432	357	257.0	75.0	182.0
10	Ryan Johnson	100	271	437	337.0	165.6	171.4

ZiPS

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Corbin Burnes	634	222	47	587.0	175.1	411.9
2	Elmer Rodríguez	551	145	125	426.0	19.6	406.4
3	Kade Morris	597	208	89	508.0	119.0	389.0
4	Sam Aldegheri	553	183	151	402.0	32.4	369.6
5	Carlos Carrasco	502	137	73	429.0	64.1	364.9
6	Blas Castaño	474	113	111	363.0	1.8	361.2
7	Jhonathan Díaz	496	136	6	490.0	129.9	360.1
8	JP Sears	610	250	143	467.0	107.4	359.6
9	Colton Gordon	524	171	70	454.0	101.3	352.7
10	Cade Povich	539	188	160	379.0	28.2	350.8

wOBA

Everybody Missed for wOBA

Player	Actual	ATC	Aggregate	Depth Charts	Marcel	OOPSY	Razzball	Steamer	The BAT	The BAT X	ZiPS
Jacob Misiorowski	0.2155	0.1478 (74.1)	0.2922 (62.9)	0.1453 (72.6)	0.3105 (65.5)	0.1487 (77.8)	0.1517 (67.3)	0.1495 (80.9)	0.1516 (63.0)	0.1470 (60.0)	0.1423 (75.1)

Individual Misses for wOBA

ATC

Rank	Player	Proj	Actual	Error
1	Trevor Richards	0.3156	0.2981	67.8
2	Zac Thornton	0.3156	0.3111	61.9
3	Cam Schlittler	0.1311	0.2414	52.4
4	Michael Lorenzen	0.1446	0.4051	50.3
5	Kyle Freeland	0.1251	0.3861	50.2
6	Jacob Waguespack	0.3156	0.2421	46.2
7	Brady Singer	0.1309	0.3735	46.0
8	George Kirby	0.1014	0.3407	44.6
9	Tanner Gordon	0.1339	0.4041	43.1
10	José Fermin	0.3156	0.3166	42.4

Aggregate

Rank	Player	Proj	Actual	Error
1	Cam Schlittler	0.2930	0.2414	52.9
2	Walbert Ureña	0.3324	0.2810	43.3
3	Drew Rasmussen	0.2828	0.2426	38.9
4	George Kirby	0.2735	0.3407	36.5
5	Brady Singer	0.3074	0.3735	34.9
6	Reid Detmers	0.2959	0.2681	33.8
7	Michael Lorenzen	0.3328	0.4051	33.7
8	Parker Messick	0.3001	0.2742	32.7
9	Keider Montero	0.3072	0.2747	31.5
10	Yoshinobu Yamamoto	0.2677	0.2430	30.2

Depth Charts

Rank	Player	Proj	Actual	Error
1	Peter Lambert	0.3156	0.2995	129.9
2	Trevor Richards	0.3156	0.2981	68.0
3	Zac Thornton	0.3156	0.3111	62.0
4	Kyle Freeland	0.1209	0.3861	52.5
5	Cam Schlittler	0.1294	0.2414	51.4
6	Michael Lorenzen	0.1442	0.4051	50.4
7	Brady Singer	0.1294	0.3735	46.8
8	Tanner Gordon	0.1262	0.4041	46.6
9	Jacob Waguespack	0.3156	0.2421	46.3
10	George Kirby	0.0999	0.3407	45.4

Marcel

Rank	Player	Proj	Actual	Error
1	Cam Schlittler	0.3068	0.2414	52.4
2	Michael Lorenzen	0.3240	0.4051	48.0
3	Reid Detmers	0.3238	0.2681	43.8
4	Keider Montero	0.3314	0.2747	37.6
5	Dylan Cease	0.3043	0.2530	37.5
6	Brady Singer	0.3198	0.3735	36.4
7	Cal Quantrill	0.3501	0.2747	35.0
8	Parker Messick	0.3175	0.2742	34.9
9	Seth Lugo	0.3091	0.3589	34.7
10	Jeffrey Springs	0.3124	0.3689	33.4

OOPSY

Rank	Player	Proj	Actual	Error
1	Foster Griffin	0.3156	0.3105	136.2
2	Anthony Kay	0.3156	0.3365	115.6
3	Cam Schlittler	0.1369	0.2414	60.3
4	Michael Lorenzen	0.1416	0.4051	49.3
5	Dylan Cease	0.1340	0.2530	44.4
6	Kyle Freeland	0.1313	0.3861	43.6
7	Brady Singer	0.1300	0.3735	43.3
8	George Kirby	0.0992	0.3407	42.7
9	Tanner Gordon	0.1330	0.4041	41.3
10	Yoshinobu Yamamoto	0.1169	0.2430	40.9

Razzball

Rank	Player	Proj	Actual	Error
1	Peter Lambert	0.3156	0.2995	120.3
2	Jake Bennett	0.3156	0.2849	89.1
3	Spencer Miles	0.3156	0.2567	86.9
4	Shane Drohan	0.3156	0.3214	84.1
5	Lake Bachar	0.3156	0.2824	71.0
6	Trevor Richards	0.3156	0.2981	63.0
7	Michael Lorenzen	0.1412	0.4051	61.2
8	Justin Bruihl	0.3156	0.3075	59.9
9	Kyle Freeland	0.1233	0.3861	59.9
10	Zac Thornton	0.3156	0.3111	57.1

Steamer

Rank	Player	Proj	Actual	Error
1	Spencer Miles	0.3156	0.2567	95.7
2	Cam Schlittler	0.1323	0.2414	59.8
3	Michael Lorenzen	0.1422	0.4051	46.5
4	Kyle Freeland	0.1267	0.3861	43.9
5	Reid Detmers	0.1361	0.2681	41.2
6	Dylan Cease	0.1242	0.2530	40.4
7	Tanner Gordon	0.1312	0.4041	40.3
8	Julian Garcia	0.3156	0.2801	39.9
9	Yoshinobu Yamamoto	0.1110	0.2430	39.5
10	George Kirby	0.1012	0.3407	38.3

The BAT

Rank	Player	Proj	Actual	Error
1	Keider Montero	0.3156	0.2747	124.7
2	Walbert Ureña	0.3156	0.2810	120.7
3	Brandon Young	0.3156	0.3211	102.4
4	Justin Wrobleski	0.3156	0.2986	101.5
5	Emerson Hancock	0.3156	0.3026	97.1
6	Carmen Mlodzinski	0.3156	0.3100	88.2
7	Connor Prielipp	0.3156	0.3108	87.4
8	Colin Rea	0.3156	0.3259	87.1
9	Jake Bennett	0.3156	0.2849	86.1
10	Troy Melton	0.3156	0.2933	85.0

The BAT X

Rank	Player	Proj	Actual	Error
1	Keider Montero	0.3156	0.2747	124.8
2	Walbert Ureña	0.3156	0.2810	120.8
3	Brandon Young	0.3156	0.3211	102.5
4	Justin Wrobleski	0.3156	0.2986	101.6
5	Emerson Hancock	0.3156	0.3026	97.2
6	Carmen Mlodzinski	0.3156	0.3100	88.3
7	Connor Prielipp	0.3156	0.3108	87.5
8	Colin Rea	0.3156	0.3259	87.2
9	Jake Bennett	0.3156	0.2849	86.2
10	Troy Melton	0.3156	0.2933	85.1

ZiPS

Rank	Player	Proj	Actual	Error
1	Peter Lambert	0.3156	0.2995	134.3
2	Cam Schlittler	0.1269	0.2414	54.5
3	Kyle Freeland	0.1172	0.3861	50.7
4	Michael Lorenzen	0.1445	0.4051	46.1
5	Tanner Gordon	0.1239	0.4041	44.5
6	George Kirby	0.0969	0.3407	42.7
7	Brady Singer	0.1291	0.3735	42.2
8	Dylan Cease	0.1247	0.2530	39.6
9	Tyron Guerrero	0.3156	0.2638	39.5
10	Matthew Liberatore	0.1128	0.3554	38.1

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	Zac Thornton	0.3156	0.3036	0.3111	61.9	3.5	58.4
2	Trevor Richards	0.3156	0.3127	0.2981	67.8	11.2	56.6
3	José Fermin	0.3156	0.3000	0.3166	42.4	0.3	42.1
4	Michael Rucker	0.3156	0.2897	0.3056	35.2	0.4	34.8
5	Will Dion	0.3156	0.3082	0.3114	36.9	3.0	33.9
6	Jacob Waguespack	0.3156	0.2965	0.2421	46.2	13.2	33.0
7	Julian Garcia	0.3156	0.3194	0.2801	38.4	10.2	28.2
8	Cam Booser	0.3156	0.2957	0.2218	41.5	14.0	27.5
9	Kyle Freeland	0.1251	0.3299	0.3861	50.2	23.5	26.7
10	Michael McGreevy	0.1002	0.2983	0.3195	28.2	2.3	25.9

Depth Charts

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Peter Lambert	0.3156	0.3048	0.2995	129.9	15.4	114.5
2	Zac Thornton	0.3156	0.3036	0.3111	62.0	3.5	58.5
3	Trevor Richards	0.3156	0.3127	0.2981	68.0	11.2	56.7
4	Michael Rucker	0.3156	0.2897	0.3056	35.2	0.4	34.9
5	Will Dion	0.3156	0.3082	0.3114	36.9	3.0	34.0
6	Jacob Waguespack	0.3156	0.2965	0.2421	46.3	13.2	33.1
7	Jackson Jobe	0.3156	0.3090	0.3112	35.5	3.0	32.5
8	Tomoyuki Sugano	0.1251	0.3398	0.3550	33.1	1.8	31.3
9	Kyle Freeland	0.1209	0.3299	0.3861	52.5	23.5	29.0
10	Julian Garcia	0.3156	0.3194	0.2801	38.5	10.2	28.2

Marcel

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Michael Lorenzen	0.3240	0.3328	0.4051	48.0	33.7	14.3
2	Chase Burns	0.3124	0.2766	0.2872	18.1	4.6	13.5
3	Rhett Lowder	0.3028	0.3104	0.3475	24.9	11.5	13.3
4	Payton Tolle	0.3280	0.2918	0.2854	27.8	14.6	13.2
5	Anthony Kay	0.3096	0.3130	0.3365	16.6	4.0	12.6
6	Seth Lugo	0.3091	0.3115	0.3589	34.7	22.1	12.6
7	Peter Lambert	0.3380	0.3048	0.2995	27.9	15.4	12.5
8	Brandon Young	0.3383	0.3065	0.3211	13.8	2.2	11.6
9	J.T. Ginn	0.3314	0.2985	0.3023	18.9	8.2	10.7
10	Jeffrey Springs	0.3124	0.3146	0.3689	33.4	22.9	10.5

OOPSY

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Foster Griffin	0.3156	0.2975	0.3105	136.2	3.6	132.6
2	Anthony Kay	0.3156	0.3130	0.3365	115.6	4.0	111.7
3	Enmanuel De Jesus	0.3156	0.3117	0.2968	36.1	5.8	30.2
4	Kade Anderson	0.3156	0.3156	0.3054	28.3	4.1	24.2
5	Tomoyuki Sugano	0.1347	0.3398	0.3550	24.0	1.8	22.1
6	Michael McGreevy	0.1021	0.2983	0.3195	23.6	2.3	21.3
7	Kyle Freeland	0.1313	0.3299	0.3861	43.6	23.5	20.1
8	Tanner Gordon	0.1330	0.3342	0.4041	41.3	24.6	16.7
9	Dylan Cease	0.1340	0.2770	0.2530	44.4	28.7	15.7
10	Michael Lorenzen	0.1416	0.3328	0.4051	49.3	33.7	15.7

Razzball

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Peter Lambert	0.3156	0.3048	0.2995	120.3	15.4	104.9
2	Shane Drohan	0.3156	0.2923	0.3214	84.1	5.9	78.2
3	Jake Bennett	0.3156	0.3125	0.2849	89.1	20.7	68.3
4	Spencer Miles	0.3156	0.3034	0.2567	86.9	25.1	61.8
5	Justin Bruihl	0.3156	0.2915	0.3075	59.9	0.7	59.3
6	Lake Bachar	0.3156	0.3032	0.2824	71.0	13.9	57.1
7	Zac Thornton	0.3156	0.3036	0.3111	57.1	3.5	53.6
8	Trevor Richards	0.3156	0.3127	0.2981	63.0	11.2	51.8
9	Ryan Watson	0.3156	0.3017	0.3083	52.9	3.5	49.4
10	Mason Fluharty	0.3156	0.2855	0.2812	52.4	5.8	46.6

Steamer

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Spencer Miles	0.3156	0.3034	0.2567	95.7	25.1	70.6
2	Julian Garcia	0.3156	0.3194	0.2801	39.9	10.2	29.7
3	Tomoyuki Sugano	0.1266	0.3398	0.3550	26.6	1.8	24.8
4	Kade Anderson	0.3156	0.3156	0.3054	28.9	4.1	24.8
5	Kyle Freeland	0.1267	0.3299	0.3861	43.9	23.5	20.4
6	Jacob Misiorowski	0.1495	0.2922	0.2155	80.9	62.9	18.0
7	Michael McGreevy	0.1028	0.2983	0.3195	20.4	2.3	18.0
8	Tanner Gordon	0.1312	0.3342	0.4041	40.3	24.6	15.7
9	Anthony Kay	0.1225	0.3130	0.3365	18.7	4.0	14.7
10	Miles Mikolas	0.1206	0.3194	0.3637	27.6	13.1	14.5

The BAT

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Brandon Young	0.3156	0.3065	0.3211	102.4	2.2	100.2
2	Keider Montero	0.3156	0.3072	0.2747	124.7	31.5	93.2
3	Justin Wrobleski	0.3156	0.3001	0.2986	101.5	11.2	90.3
4	Carmen Mlodzinski	0.3156	0.2939	0.3100	88.2	1.0	87.2
5	Colin Rea	0.3156	0.3060	0.3259	87.1	1.1	85.9
6	Emerson Hancock	0.3156	0.3057	0.3026	97.1	11.9	85.2
7	Connor Prielipp	0.3156	0.3016	0.3108	87.4	4.6	82.8
8	Christian Scott	0.3156	0.2901	0.3019	81.7	2.9	78.8
9	Walbert Ureña	0.3156	0.3324	0.2810	120.7	43.3	77.4
10	Troy Melton	0.3156	0.2918	0.2933	85.0	7.8	77.3

The BAT X

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Brandon Young	0.3156	0.3065	0.3211	102.5	2.2	100.3
2	Keider Montero	0.3156	0.3072	0.2747	124.8	31.5	93.3
3	Justin Wrobleski	0.3156	0.3001	0.2986	101.6	11.2	90.4
4	Carmen Mlodzinski	0.3156	0.2939	0.3100	88.3	1.0	87.3
5	Colin Rea	0.3156	0.3060	0.3259	87.2	1.1	86.1
6	Emerson Hancock	0.3156	0.3057	0.3026	97.2	11.9	85.3
7	Connor Prielipp	0.3156	0.3016	0.3108	87.5	4.6	82.9
8	Christian Scott	0.3156	0.2901	0.3019	81.8	2.9	78.8
9	Walbert Ureña	0.3156	0.3324	0.2810	120.8	43.3	77.5
10	Troy Melton	0.3156	0.2918	0.2933	85.1	7.8	77.4

ZiPS

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Peter Lambert	0.3156	0.3048	0.2995	134.3	15.4	118.9
2	Michael Rucker	0.3156	0.2897	0.3056	36.5	0.4	36.1
3	Enmanuel De Jesus	0.3156	0.3117	0.2968	36.5	5.8	30.6
4	Kyle Freeland	0.1172	0.3299	0.3861	50.7	23.5	27.2
5	Tomoyuki Sugano	0.1263	0.3398	0.3550	27.9	1.8	26.1
6	Kade Anderson	0.3156	0.3156	0.3054	28.7	4.1	24.6
7	Tyron Guerrero	0.3156	0.3394	0.2638	39.5	15.5	24.0
8	Michael McGreevy	0.0995	0.2983	0.3195	23.8	2.3	21.4
9	Daniel Duarte	0.3156	0.3008	0.2229	31.2	10.7	20.5
10	Tanner Gordon	0.1239	0.3342	0.4041	44.5	24.6	19.9

Strikeout Rate

Everybody Missed for Strikeout Rate

Player	Actual	ATC	Aggregate	Depth Charts	Marcel	OOPSY	Razzball	Steamer	The BAT	The BAT X	ZiPS
Jacob Misiorowski	0.3789	0.2664 (74.8)	0.2706 (70.6)	0.2682 (73.3)	0.2628 (80.9)	0.2903 (59.0)	0.2504 (85.3)	0.2529 (81.8)	0.2655 (75.5)	0.2826 (64.3)	0.2860 (61.2)
Gavin Williams	0.3324	0.2394 (69.4)	0.2393 (67.9)	0.2410 (67.7)	0.2373 (75.1)	0.2413 (68.0)	0.2401 (68.7)	0.2381 (68.1)	0.2360 (71.9)	0.2355 (72.7)	0.2448 (64.7)
Zac Gallen	0.1356	0.2247 (42.1)	0.2161 (39.0)	0.2195 (39.9)	0.2314 (42.6)	0.2175 (38.7)	0.2186 (39.3)	0.2195 (41.0)	0.2091 (34.7)	0.2053 (32.7)	0.2181 (39.4)
Cam Schlittler	0.3141	0.2356 (59.7)	0.2348 (58.7)	0.2315 (62.3)	0.2476 (54.8)	0.2483 (50.1)	0.2245 (68.0)	0.2241 (66.2)	0.2314 (62.8)	0.2381 (58.1)	0.2418 (54.3)
Freddy Peralta	0.2137	0.2687 (40.2)	0.2634 (37.9)	0.2616 (35.4)	0.2715 (38.2)	0.2607 (34.3)	0.2606 (34.4)	0.2607 (36.5)	0.2669 (38.9)	0.2643 (36.6)	0.2620 (35.9)
Cade Cavalli	0.2833	0.1949 (62.3)	0.1946 (61.1)	0.1993 (58.8)	0.2092 (56.2)	0.1977 (60.4)	0.1965 (61.1)	0.1965 (59.1)	0.1884 (67.0)	0.1852 (69.6)	0.2027 (56.2)
Merrill Kelly	0.1605	0.2159 (39.0)	0.2097 (36.1)	0.2098 (35.1)	0.2276 (43.4)	0.2072 (32.8)	0.2136 (37.5)	0.2144 (40.1)	0.2029 (29.9)	0.2078 (33.0)	0.2059 (32.6)
Dylan Cease	0.3489	0.2843 (44.2)	0.2832 (43.6)	0.2796 (47.0)	0.2774 (52.8)	0.2760 (49.9)	0.2850 (43.6)	0.2797 (45.3)	0.2897 (40.5)	0.2884 (41.8)	0.2791 (47.2)

Individual Misses for Strikeout Rate

ATC

Rank	Player	Proj	Actual	Error
1	Mason Montgomery	0.2499	0.3777	35.5
2	Nick Lodolo	0.2421	0.1708	34.7
3	Taj Bradley	0.2280	0.2741	34.4
4	Framber Valdez	0.2232	0.1781	34.2
5	Eric Lauer	0.2273	0.1545	33.9
6	Grant Holmes	0.2319	0.1791	33.9
7	Parker Messick	0.2143	0.2584	32.9
8	Kyle Bradish	0.2610	0.2123	32.6
9	Andrew Alvarez	0.1724	0.2410	32.4
10	Brady Singer	0.2184	0.1738	32.4

Aggregate

Rank	Player	Proj	Actual	Error
1	Taj Bradley	0.2216	0.2741	37.6
2	Grant Holmes	0.2341	0.1791	36.7
3	Nick Lodolo	0.2427	0.1708	36.0
4	Walbert Ureña	0.1698	0.2272	34.5
5	Framber Valdez	0.2212	0.1781	34.3
6	Eric Lauer	0.2249	0.1545	33.8
7	Mason Montgomery	0.2566	0.3777	33.1
8	Andrew Alvarez	0.1701	0.2410	32.5
9	Brady Singer	0.2146	0.1738	31.1
10	Robbie Ray	0.2416	0.1994	31.1

Depth Charts

Rank	Player	Proj	Actual	Error
1	Mason Montgomery	0.2451	0.3777	36.7
2	Taj Bradley	0.2257	0.2741	35.7
3	Walbert Ureña	0.1702	0.2272	35.2
4	Nick Lodolo	0.2414	0.1708	34.6
5	Braxton Ashcraft	0.2077	0.2594	34.0
6	Brady Singer	0.2196	0.1738	33.7
7	Andrew Alvarez	0.1696	0.2410	33.5
8	Parker Messick	0.2134	0.2584	33.1
9	Sean Burke	0.2130	0.2584	32.0
10	Ian Seymour	0.2280	0.2868	32.0

Marcel

Rank	Player	Proj	Actual	Error
1	Mason Miller	0.3255	0.4743	42.0
2	Framber Valdez	0.2359	0.1781	39.6
3	Grant Holmes	0.2405	0.1791	35.9
4	Payton Tolle	0.2300	0.2836	35.6
5	Jesús Luzardo	0.2610	0.3027	34.5
6	Mason Montgomery	0.2605	0.3777	34.1
7	Christian Scott	0.2166	0.2827	33.9
8	Taj Bradley	0.2353	0.2741	33.1
9	Cristopher Sánchez	0.2370	0.2695	32.6
10	Eric Lauer	0.2296	0.1545	32.4

OOPSY

Rank	Player	Proj	Actual	Error
1	Framber Valdez	0.2345	0.1781	42.8
2	Andrew Alvarez	0.1539	0.2410	41.2
3	Grant Holmes	0.2385	0.1791	38.1
4	Nick Lodolo	0.2432	0.1708	35.2
5	Grayson Rodriguez	0.2692	0.1914	34.5
6	Walbert Ureña	0.1721	0.2272	34.4
7	Taj Bradley	0.2288	0.2741	33.9
8	Parker Messick	0.2142	0.2584	33.0
9	Kyle Bradish	0.2593	0.2123	31.4
10	George Kirby	0.2416	0.1997	31.0

Razzball

Rank	Player	Proj	Actual	Error
1	Braxton Ashcraft	0.1966	0.2594	41.7
2	Walbert Ureña	0.1620	0.2272	40.6
3	Mason Montgomery	0.2362	0.3777	39.3
4	Sean Burke	0.2059	0.2584	37.4
5	Parker Messick	0.2092	0.2584	36.6
6	Taj Bradley	0.2263	0.2741	35.6
7	Ian Seymour	0.2233	0.2868	34.8
8	Andrew Alvarez	0.1684	0.2410	34.2
9	Eric Lauer	0.2272	0.1545	34.0
10	Nick Lodolo	0.2403	0.1708	33.9

Steamer

Rank	Player	Proj	Actual	Error
1	Braxton Ashcraft	0.1991	0.2594	38.2
2	Mason Montgomery	0.2376	0.3777	38.1
3	Nick Lodolo	0.2420	0.1708	36.1
4	Parker Messick	0.2075	0.2584	35.7
5	Sean Burke	0.2055	0.2584	35.7
6	Framber Valdez	0.2214	0.1781	35.1
7	Andrew Alvarez	0.1655	0.2410	34.3
8	Eric Lauer	0.2246	0.1545	34.1
9	Brady Singer	0.2168	0.1738	33.3
10	Ian Seymour	0.2244	0.2868	32.7

The BAT

Rank	Player	Proj	Actual	Error
1	Taj Bradley	0.2163	0.2741	43.1
2	Eric Lauer	0.2420	0.1545	40.8
3	Grant Holmes	0.2381	0.1791	37.9
4	Drew Rasmussen	0.2080	0.2601	34.8
5	Robbie Ray	0.2483	0.1994	34.4
6	Parker Messick	0.2142	0.2584	33.0
7	Jake Irvin	0.1641	0.2340	32.9
8	Nick Lodolo	0.2382	0.1708	32.8
9	Mason Montgomery	0.2627	0.3777	32.0
10	Keider Montero	0.2221	0.1712	31.9

The BAT X

Rank	Player	Proj	Actual	Error
1	Taj Bradley	0.2023	0.2741	54.0
2	Grant Holmes	0.2506	0.1791	45.6
3	Nick Lodolo	0.2513	0.1708	38.9
4	Eric Lauer	0.2360	0.1545	37.8
5	Drew Rasmussen	0.2100	0.2601	33.8
6	Jake Irvin	0.1626	0.2340	33.8
7	Ian Seymour	0.2267	0.2868	33.3
8	Framber Valdez	0.2213	0.1781	32.4
9	Keider Montero	0.2221	0.1712	31.6
10	Sean Burke	0.2162	0.2584	30.5

ZiPS

Rank	Player	Proj	Actual	Error
1	Walbert Ureña	0.1623	0.2272	40.0
2	Taj Bradley	0.2204	0.2741	39.4
3	Griffin Jax	0.3295	0.2527	35.7
4	Brady Singer	0.2219	0.1738	35.6
5	Jared Jones	0.2100	0.2964	35.5
6	Nick Lodolo	0.2416	0.1708	34.9
7	Mason Montgomery	0.2521	0.3777	34.7
8	Luis Medina	0.1846	0.2934	34.2
9	Christian Scott	0.2111	0.2827	33.5
10	Drew Rasmussen	0.2094	0.2601	33.3

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	Zac Thornton	0.2221	0.1772	0.1869	11.9	2.5	9.3
2	Cesar Perdomo	0.2221	0.1325	0.1346	9.1	0.0	9.1
3	Mike Paredes	0.2221	0.1628	0.1234	15.2	6.4	8.8
4	Payton Tolle	0.2410	0.2521	0.2836	25.6	17.7	7.9
5	Jose Cabrera	0.2221	0.1442	0.1550	8.7	1.1	7.5
6	Jackson Kent	0.2221	0.1758	0.1765	7.8	0.2	7.5
7	José Fermin	0.2221	0.2501	0.2605	9.1	2.0	7.2
8	Connor Thomas	0.2221	0.1609	0.1525	8.2	1.2	7.0
9	Yunior Marte	0.2221	0.1294	0.1456	7.9	1.5	6.4
10	Nick Davila	0.2221	0.1675	0.1092	13.4	7.2	6.3

Depth Charts

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Zack Wheeler	0.2680	0.2827	0.2992	19.7	9.3	10.4
2	Zac Thornton	0.2221	0.1772	0.1869	12.1	2.5	9.5
3	Cesar Perdomo	0.2221	0.1325	0.1346	9.2	0.0	9.2
4	Mike Paredes	0.2221	0.1628	0.1234	15.3	6.4	8.9
5	Payton Tolle	0.2391	0.2521	0.2836	26.4	17.7	8.7
6	Grant Taylor	0.2623	0.2836	0.3155	17.6	10.0	7.7
7	Chase Burns	0.2777	0.2883	0.2937	9.7	2.0	7.6
8	Jackson Kent	0.2221	0.1758	0.1765	7.9	0.2	7.6
9	Jose Cabrera	0.2221	0.1442	0.1550	8.7	1.1	7.6
10	Connor Thomas	0.2221	0.1609	0.1525	8.3	1.2	7.0

Marcel

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Mason Miller	0.3255	0.3949	0.4743	42.0	21.0	21.0
2	Payton Tolle	0.2300	0.2521	0.2836	35.6	17.7	17.9
3	Jack Perkins	0.2259	0.2507	0.2588	20.7	3.2	17.5
4	Chase Burns	0.2682	0.2883	0.2937	19.5	2.0	17.5
5	Tomoyuki Sugano	0.1817	0.1400	0.1463	19.6	2.8	16.8
6	Jacob deGrom	0.2631	0.2773	0.3009	29.0	14.3	14.6
7	Anthony Kay	0.2170	0.1890	0.1817	21.1	6.7	14.4
8	Rhett Lowder	0.2145	0.1851	0.1708	23.0	9.9	13.1
9	Emmet Sheehan	0.2580	0.2782	0.2797	12.8	0.3	12.5
10	Roki Sasaki	0.2109	0.2266	0.2356	15.8	3.6	12.2

OOPSY

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Anthony Kay	0.2221	0.1890	0.1817	28.7	6.7	22.0
2	Spencer Miles	0.1912	0.2213	0.2397	18.8	6.3	12.5
3	Chase Burns	0.3160	0.2883	0.2937	14.1	2.0	12.1
4	Andrew Alvarez	0.1539	0.1701	0.2410	41.2	32.5	8.7
5	Kyle Hart	0.1778	0.2080	0.2201	11.3	2.7	8.7
6	Framber Valdez	0.2345	0.2212	0.1781	42.8	34.3	8.4
7	Jack Perkins	0.2377	0.2507	0.2588	11.4	3.2	8.2
8	Jake Bennett	0.1529	0.1685	0.2000	21.4	13.3	8.1
9	Drew Anderson	0.2103	0.2708	0.2500	18.1	10.5	7.7
10	AJ Blubaugh	0.2050	0.2219	0.2344	11.8	4.2	7.6

Razzball

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Andrew Painter	0.1730	0.2003	0.2083	19.4	3.3	16.1
2	Jacob Misiorowski	0.2504	0.2706	0.3789	85.3	70.6	14.7
3	Chase Burns	0.2688	0.2883	0.2937	15.5	2.0	13.5
4	Braxton Ashcraft	0.1966	0.2121	0.2594	41.7	30.1	11.7
5	Foster Griffin	0.1994	0.2124	0.2191	14.0	3.3	10.8
6	Joel Kuhnel	0.2221	0.1686	0.1386	16.9	6.5	10.4
7	Kyle Leahy	0.1772	0.1926	0.2215	26.2	15.9	10.3
8	Reid Detmers	0.2448	0.2568	0.2851	29.7	19.4	10.3
9	Zac Thornton	0.2221	0.1772	0.1869	11.9	2.5	9.4
10	Cam Schlittler	0.2245	0.2348	0.3141	68.0	58.7	9.3

Steamer

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Andrew Painter	0.1787	0.2003	0.2083	14.7	3.3	11.4
2	Jacob Misiorowski	0.2529	0.2706	0.3789	81.8	70.6	11.2
3	Payton Tolle	0.2341	0.2521	0.2836	28.0	17.7	10.3
4	Chase Burns	0.2742	0.2883	0.2937	10.3	2.0	8.3
5	Braxton Ashcraft	0.1991	0.2121	0.2594	38.2	30.1	8.1
6	Cam Schlittler	0.2241	0.2348	0.3141	66.2	58.7	7.5
7	Shane McClanahan	0.2705	0.2570	0.2177	27.2	20.2	7.0
8	Foster Griffin	0.2028	0.2124	0.2191	9.6	3.3	6.3
9	Tatsuya Imai	0.2193	0.2368	0.2870	21.8	16.2	5.6
10	Erick Fedde	0.1711	0.1632	0.1634	6.5	1.2	5.3

The BAT

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Drew Anderson	0.3150	0.2708	0.2500	29.7	10.5	19.2
2	Colin Rea	0.2221	0.1899	0.1721	29.4	11.7	17.7
3	Keider Montero	0.2221	0.1952	0.1712	31.9	16.4	15.5
4	José Soriano	0.1978	0.2101	0.2268	21.6	10.9	10.8
5	Brandon Young	0.2221	0.2054	0.1988	15.6	5.9	9.7
6	Javier Assad	0.2221	0.1948	0.1667	21.0	11.5	9.5
7	Zac Thornton	0.2221	0.1772	0.1869	11.9	2.5	9.3
8	Cesar Perdomo	0.2221	0.1325	0.1346	9.1	0.0	9.1
9	Anthony Nunez	0.2221	0.2555	0.2588	9.3	0.3	9.0
10	Ryan Gusto	0.2221	0.1972	0.1888	13.1	4.1	8.9

The BAT X

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Drew Anderson	0.3164	0.2708	0.2500	30.1	10.5	19.6
2	Colin Rea	0.2221	0.1899	0.1721	29.1	11.7	17.4
3	José Soriano	0.1905	0.2101	0.2268	27.4	10.9	16.5
4	Taj Bradley	0.2023	0.2216	0.2741	54.0	37.6	16.4
5	Michael Wacha	0.1635	0.1799	0.1946	25.6	10.1	15.5
6	Keider Montero	0.2221	0.1952	0.1712	31.6	16.4	15.2
7	Logan Gilbert	0.3026	0.2799	0.2733	21.6	6.5	15.1
8	Aaron Nola	0.2200	0.2312	0.2379	13.7	3.4	10.3
9	Sean Manaea	0.2657	0.2484	0.2205	29.2	19.6	9.6
10	Brandon Young	0.2221	0.2054	0.1988	15.3	5.9	9.4

ZiPS

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Zack Wheeler	0.2538	0.2827	0.2992	28.7	9.3	19.4
2	Roki Sasaki	0.2701	0.2266	0.2356	18.5	3.6	14.9
3	Jared Jones	0.2100	0.2400	0.2964	35.5	22.5	13.0
4	Grant Taylor	0.2489	0.2836	0.3155	22.0	10.0	12.1
5	Chris Sale	0.2860	0.2999	0.3086	14.1	4.3	9.8
6	Nathan Eovaldi	0.2179	0.2338	0.2349	9.9	0.6	9.2
7	Cesar Perdomo	0.2221	0.1325	0.1346	9.2	0.0	9.2
8	Christian Scott	0.2111	0.2292	0.2827	33.5	24.4	9.1
9	Ryan Weathers	0.2124	0.2266	0.2518	21.8	13.1	8.8
10	Luis Medina	0.1846	0.2073	0.2934	34.2	26.6	7.6

Walk Rate

Everybody Missed for Walk Rate

Player	Actual	ATC	Aggregate	Depth Charts	Marcel	OOPSY	Razzball	Steamer	The BAT	The BAT X	ZiPS
Jacob Misiorowski	0.0662	0.1074 (31.1)	0.1104 (32.8)	0.1055 (30.3)	0.0969 (24.8)	0.1212 (38.1)	0.1111 (34.1)	0.1104 (33.6)	0.1127 (34.2)	0.1088 (31.7)	0.1014 (27.2)
Nick Martinez	0.0360	0.0632 (23.6)	0.0645 (24.2)	0.0652 (25.5)	0.0629 (24.1)	0.0661 (23.4)	0.0668 (26.8)	0.0636 (24.5)	0.0608 (21.5)	0.0644 (24.2)	0.0668 (26.3)
Keider Montero	0.0592	0.0808 (16.9)	0.0801 (16.2)	0.0805 (17.2)	0.0796 (16.8)	0.0836 (16.7)	0.0785 (16.1)	0.0768 (14.9)	0.0889 (21.7)	0.0889 (21.8)	0.0805 (16.9)
Cam Schlittler	0.0644	0.0897 (23.5)	0.0907 (23.8)	0.0875 (22.3)	0.0913 (25.5)	0.1044 (32.2)	0.0896 (24.0)	0.0896 (24.0)	0.0886 (22.2)	0.0885 (22.2)	0.0842 (19.4)
Reid Detmers	0.0649	0.0876 (20.9)	0.0867 (19.9)	0.0856 (19.9)	0.0895 (23.0)	0.0854 (16.9)	0.0918 (24.7)	0.0902 (23.4)	0.0857 (19.1)	0.0846 (18.4)	0.0819 (16.8)
Justin Wrobleski	0.0536	0.0787 (17.7)	0.0802 (18.2)	0.0786 (18.0)	0.0772 (17.4)	0.0847 (19.3)	0.0801 (19.0)	0.0826 (20.4)	0.0889 (23.3)	0.0889 (23.3)	0.0748 (15.5)

Individual Misses for Walk Rate

ATC

Rank	Player	Proj	Actual	Error
1	Bubba Chandler	0.0832	0.1187	20.2
2	Braxton Ashcraft	0.0749	0.0525	18.6
3	Gavin Williams	0.1007	0.0818	18.2
4	Andrew Abbott	0.0738	0.1043	18.2
5	Trevor Rogers	0.0763	0.0558	18.2
6	Hunter Brown	0.0787	0.1220	17.0
7	Merrill Kelly	0.0704	0.0994	16.5
8	Tatsuya Imai	0.0970	0.1509	16.3
9	Gerrit Cole	0.0725	0.0482	15.5
10	Jake Bennett	0.0746	0.0462	15.4

Aggregate

Rank	Player	Proj	Actual	Error
1	Andrew Abbott	0.0734	0.1043	18.9
2	Bubba Chandler	0.0870	0.1187	18.0
3	Trevor Rogers	0.0763	0.0558	17.8
4	Gavin Williams	0.1005	0.0818	17.7
5	Braxton Ashcraft	0.0736	0.0525	17.4
6	Hunter Brown	0.0804	0.1220	16.5
7	Jake Bennett	0.0773	0.0462	16.5
8	Robbie Ray	0.0914	0.1197	16.4
9	Tatsuya Imai	0.0981	0.1509	16.1
10	Merrill Kelly	0.0717	0.0994	16.0

Depth Charts

Rank	Player	Proj	Actual	Error
1	Trevor Rogers	0.0762	0.0558	18.6
2	Tatsuya Imai	0.0898	0.1509	18.6
3	Andrew Abbott	0.0726	0.1043	18.5
4	Robbie Ray	0.0878	0.1197	18.0
5	Jake Bennett	0.0769	0.0462	16.8
6	Gavin Williams	0.0978	0.0818	16.6
7	Hunter Brown	0.0793	0.1220	16.5
8	Braxton Ashcraft	0.0709	0.0525	16.4
9	Sean Burke	0.1024	0.0866	15.8
10	Randy Vásquez	0.0835	0.0630	15.6

Marcel

Rank	Player	Proj	Actual	Error
1	Bubba Chandler	0.0728	0.1187	26.6
2	Braxton Ashcraft	0.0828	0.0525	24.5
3	Foster Griffin	0.0889	0.0624	23.8
4	Trevor Rogers	0.0827	0.0558	23.3
5	Jake Bennett	0.0889	0.0462	22.4
6	Gavin Williams	0.1048	0.0818	22.0
7	Yoshinobu Yamamoto	0.0802	0.0593	19.4
8	Drew Rasmussen	0.0702	0.0478	19.3
9	Tatsuya Imai	0.0889	0.1509	18.8
10	Payton Tolle	0.0892	0.0663	17.7

OOPSY

Rank	Player	Proj	Actual	Error
1	Foster Griffin	0.0889	0.0624	20.7
2	Andrew Abbott	0.0764	0.1043	18.6
3	Jake Bennett	0.0847	0.0462	18.6
4	Braxton Ashcraft	0.0778	0.0525	18.4
5	Yoshinobu Yamamoto	0.0819	0.0593	17.6
6	Hunter Brown	0.0808	0.1220	17.5
7	Trevor Rogers	0.0782	0.0558	17.3
8	Kyle Bradish	0.0776	0.1046	16.6
9	Gavin Williams	0.1014	0.0818	16.4
10	Chris Sale	0.0708	0.0478	16.3

Razzball

Rank	Player	Proj	Actual	Error
1	Jake Bennett	0.0889	0.0462	22.4
2	Trevor Rogers	0.0793	0.0558	20.9
3	Braxton Ashcraft	0.0766	0.0525	20.4
4	Gavin Williams	0.1004	0.0818	18.6
5	Tatsuya Imai	0.0939	0.1509	17.1
6	Robbie Ray	0.0890	0.1197	17.0
7	Randy Vásquez	0.0849	0.0630	16.6
8	Andrew Abbott	0.0753	0.1043	16.4
9	Hunter Brown	0.0792	0.1220	16.4
10	Sean Burke	0.1022	0.0866	15.7

Steamer

Rank	Player	Proj	Actual	Error
1	Trevor Rogers	0.0790	0.0558	20.7
2	Braxton Ashcraft	0.0766	0.0525	20.3
3	Gavin Williams	0.1005	0.0818	18.7
4	Jake Bennett	0.0786	0.0462	17.6
5	Tatsuya Imai	0.0936	0.1509	17.2
6	Robbie Ray	0.0890	0.1197	17.1
7	Andrew Abbott	0.0752	0.1043	16.5
8	Hunter Brown	0.0790	0.1220	16.5
9	Kyle Bradish	0.0745	0.1046	15.9
10	Randy Vásquez	0.0836	0.0630	15.8

The BAT

Rank	Player	Proj	Actual	Error
1	Anthony Kay	0.1071	0.0789	23.6
2	Bubba Chandler	0.0806	0.1187	22.3
3	Jake Bennett	0.0889	0.0462	21.7
4	Emerson Hancock	0.0889	0.0565	21.2
5	Trevor Rogers	0.0799	0.0558	20.4
6	Gavin Williams	0.1019	0.0818	18.8
7	Foster Griffin	0.0822	0.0624	17.9
8	Andrew Abbott	0.0748	0.1043	17.8
9	Merrill Kelly	0.0702	0.0994	17.0
10	Tyron Guerrero	0.1454	0.0482	17.0

The BAT X

Rank	Player	Proj	Actual	Error
1	Anthony Kay	0.1072	0.0789	23.8
2	Bubba Chandler	0.0788	0.1187	23.4
3	Andrew Abbott	0.0688	0.1043	22.1
4	Jake Bennett	0.0889	0.0462	21.8
5	Emerson Hancock	0.0889	0.0565	21.2
6	Gavin Williams	0.1035	0.0818	20.0
7	Foster Griffin	0.0821	0.0624	17.9
8	Brock Burke	0.0666	0.1274	17.5
9	Tyron Guerrero	0.1466	0.0482	17.2
10	Yoshinobu Yamamoto	0.0784	0.0593	17.1

ZiPS

Rank	Player	Proj	Actual	Error
1	Andrew Abbott	0.0693	0.1043	21.4
2	Tatsuya Imai	0.0853	0.1509	20.3
3	Robbie Ray	0.0855	0.1197	20.0
4	Michael Soroka	0.0921	0.0613	17.2
5	Merrill Kelly	0.0702	0.0994	16.6
6	Hunter Brown	0.0803	0.1220	16.2
7	Trevor Rogers	0.0727	0.0558	15.8
8	Brennan Bernardino	0.1095	0.0562	15.8
9	Ryan Weathers	0.0887	0.0669	15.6
10	Cade Cavalli	0.0843	0.0680	15.5

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	Zac Thornton	0.0889	0.0730	0.0534	13.8	8.3	5.5
2	Peter Lambert	0.0970	0.0899	0.0889	9.0	4.0	5.0
3	Jefry Yan	0.0889	0.1282	0.1562	5.9	2.2	3.7
4	Roki Sasaki	0.0946	0.0887	0.0920	4.2	0.9	3.3
5	Tyler Davis	0.0889	0.1146	0.1250	3.9	0.7	3.2
6	Quinn Mathews	0.1332	0.1185	0.0948	9.3	6.1	3.2
7	Jose Cuas	0.0889	0.1179	0.1389	4.8	1.7	3.1
8	Noah Schultz	0.1106	0.1030	0.0957	6.6	4.0	2.6
9	Zach Agnos	0.0977	0.0923	0.0860	7.0	4.6	2.4
10	Jackson Jobe	0.1124	0.1005	0.0829	6.8	4.4	2.4

Depth Charts

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Zac Thornton	0.0889	0.0730	0.0534	14.0	8.3	5.8
2	Martín Pérez	0.0769	0.0856	0.1040	12.5	8.0	4.5
3	Andrew Painter	0.0876	0.0809	0.0851	4.8	0.4	4.4
4	Jefry Yan	0.0889	0.1282	0.1562	5.9	2.2	3.7
5	Tyler Davis	0.0889	0.1146	0.1250	3.8	0.7	3.1
6	Jose Cuas	0.0889	0.1179	0.1389	4.7	1.7	3.0
7	Anthony Molina	0.0889	0.0693	0.0515	5.9	3.1	2.8
8	Aaron Nola	0.0598	0.0647	0.0793	9.9	7.2	2.7
9	Tatsuya Imai	0.0898	0.0981	0.1509	18.6	16.1	2.4
10	Brandon Young	0.0648	0.0695	0.0912	13.5	11.1	2.4

Marcel

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Foster Griffin	0.0889	0.0743	0.0624	23.8	12.1	11.6
2	Bubba Chandler	0.0728	0.0870	0.1187	26.6	18.0	8.6
3	Braxton Ashcraft	0.0828	0.0736	0.0525	24.5	17.4	7.1
4	Roki Sasaki	0.0990	0.0887	0.0920	7.1	0.9	6.2
5	Jake Bennett	0.0889	0.0773	0.0462	22.4	16.5	6.0
6	Zac Thornton	0.0889	0.0730	0.0534	14.1	8.3	5.9
7	Sandy Alcantara	0.0758	0.0707	0.0660	14.6	8.7	5.9
8	Ian Seymour	0.0821	0.0729	0.0653	12.8	6.9	5.9
9	Cam Sanders	0.0902	0.1350	0.1527	7.3	1.7	5.7
10	Juan Mejia	0.0871	0.1061	0.1238	9.8	4.1	5.6

OOPSY

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Foster Griffin	0.0889	0.0743	0.0624	20.7	12.1	8.6
2	Cam Schlittler	0.1044	0.0907	0.0644	32.2	23.8	8.4
3	Walbert Ureña	0.1296	0.1151	0.1088	14.4	7.1	7.4
4	Jacob Misiorowski	0.1212	0.1104	0.0662	38.1	32.8	5.3
5	Michael McGreevy	0.0524	0.0565	0.0684	9.6	4.8	4.8
6	Nolan McLean	0.0984	0.0895	0.0937	5.2	0.6	4.6
7	Yoshinobu Yamamoto	0.0819	0.0740	0.0593	17.6	13.9	3.7
8	Jovani Morán	0.0957	0.1063	0.1213	6.3	2.7	3.6
9	Michael Petersen	0.0912	0.1001	0.1078	3.8	0.7	3.1
10	Parker Messick	0.0846	0.0777	0.0656	15.9	12.8	3.1

Razzball

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Jake Bennett	0.0889	0.0773	0.0462	22.4	16.5	5.9
2	Cam Sanders	0.0889	0.1350	0.1527	7.5	1.7	5.9
3	Zac Thornton	0.0889	0.0730	0.0534	14.1	8.3	5.8
4	Reid Detmers	0.0918	0.0867	0.0649	24.7	19.9	4.8
5	Hagen Smith	0.0889	0.1308	0.1455	5.5	1.1	4.5
6	Paul Blackburn	0.0626	0.0757	0.0982	9.8	5.9	3.9
7	Jefry Yan	0.0889	0.1282	0.1562	5.9	2.2	3.6
8	Gavin Collyer	0.0889	0.1210	0.1681	8.2	4.8	3.5
9	Joe Mantiply	0.0889	0.0616	0.0450	5.6	2.4	3.2
10	Noah Cameron	0.0788	0.0760	0.0777	5.5	2.4	3.1

Steamer

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Paul Blackburn	0.0614	0.0757	0.0982	10.3	5.9	4.4
2	Reid Detmers	0.0902	0.0867	0.0649	23.4	19.9	3.5
3	Parker Messick	0.0803	0.0777	0.0656	15.7	12.8	2.9
4	Braxton Ashcraft	0.0766	0.0736	0.0525	20.3	17.4	2.9
5	Andrew Painter	0.0848	0.0809	0.0851	3.3	0.4	2.9
6	Trevor Rogers	0.0790	0.0763	0.0558	20.7	17.8	2.9
7	Bryan Woo	0.0552	0.0525	0.0549	4.7	1.9	2.8
8	Michael Petersen	0.0884	0.1001	0.1078	3.5	0.7	2.8
9	Tyler Phillips	0.0730	0.0795	0.1041	13.3	10.6	2.8
10	Noah Cameron	0.0781	0.0760	0.0777	5.0	2.4	2.6

The BAT

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Drew Anderson	0.1218	0.1001	0.0943	14.8	4.9	9.9
2	Anthony Kay	0.1071	0.0943	0.0789	23.6	14.5	9.1
3	Emerson Hancock	0.0889	0.0749	0.0565	21.2	13.2	7.9
4	Tyler Wells	0.0889	0.0629	0.0650	8.0	0.8	7.2
5	Troy Melton	0.0889	0.0732	0.0787	7.1	0.3	6.9
6	Andrew Painter	0.0685	0.0809	0.0851	6.4	0.4	6.0
7	Eric Lauer	0.0918	0.0792	0.0751	10.1	4.2	5.9
8	Foster Griffin	0.0822	0.0743	0.0624	17.9	12.1	5.7
9	Keider Montero	0.0889	0.0801	0.0592	21.7	16.2	5.5
10	Zac Thornton	0.0889	0.0730	0.0534	13.7	8.3	5.4

The BAT X

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Drew Anderson	0.1228	0.1001	0.0943	15.3	4.9	10.4
2	Anthony Kay	0.1072	0.0943	0.0789	23.8	14.5	9.2
3	Emerson Hancock	0.0889	0.0749	0.0565	21.2	13.2	8.0
4	Tyler Wells	0.0889	0.0629	0.0650	8.0	0.8	7.2
5	Troy Melton	0.0889	0.0732	0.0787	7.2	0.3	6.9
6	Andrew Painter	0.0686	0.0809	0.0851	6.3	0.4	5.9
7	Foster Griffin	0.0821	0.0743	0.0624	17.9	12.1	5.7
8	Keider Montero	0.0889	0.0801	0.0592	21.8	16.2	5.6
9	Bubba Chandler	0.0788	0.0870	0.1187	23.4	18.0	5.5
10	Zac Thornton	0.0889	0.0730	0.0534	13.7	8.3	5.4

ZiPS

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Ryan Feltner	0.1035	0.0927	0.0967	6.8	0.5	6.3
2	Andrew Painter	0.0905	0.0809	0.0851	6.1	0.4	5.7
3	Chase Burns	0.0670	0.0754	0.0889	10.2	5.4	4.9
4	Ryan Weathers	0.0887	0.0817	0.0669	15.6	11.2	4.4
5	Aaron Nola	0.0584	0.0647	0.0793	11.3	7.2	4.1
6	Tatsuya Imai	0.0853	0.0981	0.1509	20.3	16.1	4.1
7	Clay Holmes	0.0777	0.0880	0.1002	7.1	3.0	4.0
8	Gage Jump	0.0713	0.0804	0.1053	12.4	8.7	3.7
9	Robbie Ray	0.0855	0.0914	0.1197	20.0	16.4	3.7
10	Logan Webb	0.0502	0.0562	0.0614	3.7	0.1	3.5

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
Spencer Arrighetti	0.0305	0.0132 (8.0)	0.0128 (8.3)	0.0138 (7.8)	0.0125 (8.4)	0.0116 (9.2)	0.0115 (8.7)	0.0115 (8.5)	0.0128 (8.4)	0.0151 (7.2)	0.0143 (8.0)
Sean Manaea	0.0245	0.0132 (6.7)	0.0127 (7.2)	0.0132 (6.8)	0.0146 (5.9)	0.0110 (8.7)	0.0121 (7.2)	0.0121 (7.0)	0.0108 (8.5)	0.0158 (5.3)	0.0140 (6.9)
Anthony Kay	0.0366	0.0107 (17.7)	0.0104 (18.0)	0.0082 (19.5)	0.0094 (18.6)	0.0115 (17.7)	0.0094 (18.3)	0.0094 (18.2)	0.0126 (16.5)	0.0126 (16.6)	0.0079 (20.4)
Colin Holderman	0.0450	0.0150 (6.5)	0.0146 (6.6)	0.0165 (6.1)	0.0161 (6.2)	0.0116 (7.4)	0.0119 (7.0)	0.0121 (7.0)	0.0152 (6.5)	0.0170 (6.1)	0.0195 (5.7)

Individual Misses for Hit By Pitch Rate

ATC

Rank	Player	Proj	Actual	Error
1	Trevor McDonald	0.0137	0.0387	7.4
2	Bradgley Rodriguez	0.0234	0.0000	7.4
3	Evan Sisk	0.0125	0.0457	6.3
4	Nick Lodolo	0.0210	0.0350	6.3
5	Peter Lambert	0.0077	0.0181	6.2
6	Anthony Banda	0.0112	0.0513	6.1
7	Justin Bruihl	0.0165	0.0347	5.9
8	Logan Webb	0.0072	0.0165	5.5
9	Cade Cavalli	0.0140	0.0227	5.4
10	Robbie Ray	0.0095	0.0028	5.4

Aggregate

Rank	Player	Proj	Actual	Error
1	Trevor McDonald	0.0146	0.0387	7.2
2	Nick Lodolo	0.0210	0.0350	6.4
3	Kai-Wei Teng	0.0200	0.0395	6.2
4	Evan Sisk	0.0143	0.0457	6.0
5	Anthony Banda	0.0122	0.0513	6.0
6	Justin Bruihl	0.0173	0.0347	5.7
7	Chris Sale	0.0138	0.0231	5.5
8	Andrew Abbott	0.0067	0.0000	5.5
9	Cade Cavalli	0.0141	0.0227	5.4
10	Logan Webb	0.0075	0.0165	5.4

Depth Charts

Rank	Player	Proj	Actual	Error
1	Evan Sisk	0.0115	0.0457	6.6
2	Parker Messick	0.0127	0.0054	6.1
3	Trevor McDonald	0.0180	0.0387	6.1
4	Anthony Banda	0.0123	0.0513	5.9
5	Framber Valdez	0.0099	0.0185	5.8
6	José Alvarado	0.0075	0.0293	5.7
7	Bradgley Rodriguez	0.0177	0.0000	5.6
8	Cal Quantrill	0.0000	0.0135	5.6
9	Logan Webb	0.0072	0.0165	5.6
10	Jesús Luzardo	0.0067	0.0151	5.4

Marcel

Rank	Player	Proj	Actual	Error
1	Trevor McDonald	0.0090	0.0387	8.9
2	Justin Bruihl	0.0143	0.0347	6.7
3	Evan Sisk	0.0138	0.0457	6.1
4	Anthony Banda	0.0114	0.0513	6.1
5	Logan Webb	0.0066	0.0165	5.9
6	Nolan McLean	0.0112	0.0201	5.9
7	Jesús Luzardo	0.0061	0.0151	5.9
8	Michael McGreevy	0.0088	0.0014	5.8
9	Kyle Bradish	0.0122	0.0045	5.8
10	Framber Valdez	0.0099	0.0185	5.8

OOPSY

Rank	Player	Proj	Actual	Error
1	Nick Lodolo	0.0105	0.0350	11.8
2	Yohan Ramírez	0.0115	0.0387	9.7
3	Kai-Wei Teng	0.0116	0.0395	9.1
4	Trevor McDonald	0.0109	0.0387	8.5
5	Andrew Abbott	0.0108	0.0000	8.1
6	Justin Bruihl	0.0112	0.0347	8.0
7	Eduardo Rodriguez	0.0111	0.0013	8.0
8	Cade Cavalli	0.0111	0.0227	7.9
9	Chris Sale	0.0106	0.0231	7.9
10	Kevin Gausman	0.0108	0.0013	7.3

Razzball

Rank	Player	Proj	Actual	Error
1	Justin Bruihl	0.0115	0.0347	7.5
2	Trevor McDonald	0.0140	0.0387	7.2
3	Kai-Wei Teng	0.0169	0.0395	7.0
4	Nick Lodolo	0.0194	0.0350	6.9
5	Evan Sisk	0.0115	0.0457	6.5
6	Anthony Banda	0.0103	0.0513	6.2
7	Chris Sale	0.0126	0.0231	5.9
8	Cade Cavalli	0.0129	0.0227	5.9
9	Riley O'Brien	0.0134	0.0362	5.9
10	Andrew Abbott	0.0067	0.0000	5.9

Steamer

Rank	Player	Proj	Actual	Error
1	Trevor McDonald	0.0140	0.0387	7.2
2	Kai-Wei Teng	0.0166	0.0395	7.0
3	Nick Lodolo	0.0193	0.0350	6.8
4	Evan Sisk	0.0103	0.0457	6.7
5	Justin Bruihl	0.0139	0.0347	6.6
6	Anthony Banda	0.0101	0.0513	6.2
7	Andrew Abbott	0.0066	0.0000	6.0
8	Cade Cavalli	0.0128	0.0227	5.8
9	Chris Sale	0.0126	0.0231	5.8
10	Riley O'Brien	0.0135	0.0362	5.8

The BAT

Rank	Player	Proj	Actual	Error
1	Kai-Wei Teng	0.0115	0.0395	9.0
2	Nick Lodolo	0.0176	0.0350	8.1
3	Trevor McDonald	0.0135	0.0387	7.6
4	Justin Bruihl	0.0128	0.0347	7.3
5	Cade Cavalli	0.0124	0.0227	6.8
6	Evan Sisk	0.0117	0.0457	6.6
7	Chris Sale	0.0128	0.0231	6.2
8	Anthony Banda	0.0113	0.0513	6.1
9	Joe Ryan	0.0108	0.0212	5.9
10	Brady Singer	0.0122	0.0207	5.7

The BAT X

Rank	Player	Proj	Actual	Error
1	Kai-Wei Teng	0.0115	0.0395	9.0
2	Trevor McDonald	0.0128	0.0387	7.8
3	Cade Cavalli	0.0129	0.0227	6.4
4	Nick Martinez	0.0122	0.0042	6.3
5	Kyle Bradish	0.0131	0.0045	6.2
6	Joe Ryan	0.0107	0.0212	6.0
7	Logan Webb	0.0071	0.0165	5.8
8	Paul Skenes	0.0068	0.0154	5.7
9	George Kirby	0.0105	0.0040	5.2
10	Aaron Nola	0.0089	0.0027	5.1

ZiPS

Rank	Player	Proj	Actual	Error
1	Parker Messick	0.0151	0.0054	7.2
2	Logan Webb	0.0061	0.0165	6.9
3	Jesús Luzardo	0.0060	0.0151	6.7
4	José Alvarado	0.0053	0.0293	6.6
5	Bradgley Rodriguez	0.0207	0.0000	6.2
6	Juan Mejia	0.0283	0.0093	6.1
7	Anthony Banda	0.0122	0.0513	6.1
8	Framber Valdez	0.0110	0.0185	5.7
9	Evan Sisk	0.0169	0.0457	5.7
10	Eury Pérez	0.0067	0.0152	5.6

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	Bradgley Rodriguez	0.0234	0.0158	0.0000	7.4	5.0	2.4
2	Peter Lambert	0.0077	0.0102	0.0181	6.2	4.7	1.5
3	Trevor Richards	0.0115	0.0080	0.0029	3.3	2.0	1.3
4	Cal Quantrill	0.0094	0.0118	0.0135	1.4	0.4	1.0
5	Wyatt Olds	0.0115	0.0253	0.0294	1.2	0.2	0.9
6	Robert Stock	0.0115	0.0178	0.0272	2.2	1.3	0.9
7	Will Dion	0.0115	0.0076	0.0050	1.5	0.7	0.8
8	Eric Orze	0.0159	0.0118	0.0106	1.2	0.4	0.8
9	Drew Sommers	0.0224	0.0161	0.0178	1.0	0.1	0.8
10	Robby Ahlstrom	0.0045	0.0094	0.0183	2.1	1.3	0.8

Depth Charts

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Cal Quantrill	0.0000	0.0118	0.0135	5.6	0.4	5.2
2	Randy Dobnak	0.0227	0.0126	0.0125	3.6	0.3	3.3
3	Jack Perkins	0.0098	0.0142	0.0185	4.2	1.9	2.3
4	Trey Gibson	0.0270	0.0148	0.0054	4.2	1.9	2.3
5	Robby Ahlstrom	0.0000	0.0094	0.0183	2.8	1.3	1.5
6	Anthony Kay	0.0082	0.0104	0.0366	19.5	18.0	1.5
7	Matt Waldron	0.0000	0.0111	0.0103	1.8	0.3	1.5
8	Andrew Sears	0.0000	0.0159	0.0435	3.9	2.5	1.5
9	Jaden Hill	0.0249	0.0171	0.0166	1.7	0.2	1.4
10	José Soriano	0.0145	0.0127	0.0121	2.5	1.1	1.4

Marcel

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Spencer Miles	0.0115	0.0039	0.0026	3.8	0.8	3.0
2	Cam Schlittler	0.0144	0.0110	0.0079	5.7	3.0	2.7
3	Michael Soroka	0.0212	0.0162	0.0148	3.5	1.0	2.5
4	Walker Buehler	0.0160	0.0124	0.0108	4.0	1.6	2.4
5	Bubba Chandler	0.0153	0.0125	0.0104	4.0	2.0	2.0
6	Nolan McLean	0.0112	0.0140	0.0201	5.9	3.9	2.0
7	Tanner Gordon	0.0113	0.0074	0.0042	3.8	1.9	1.9
8	Ryan Weathers	0.0134	0.0101	0.0053	5.1	3.2	1.9
9	Jacob Lopez	0.0167	0.0134	0.0073	5.7	3.8	1.9
10	Bryan Woo	0.0074	0.0101	0.0113	2.1	0.3	1.8

OOPSY

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Nick Lodolo	0.0105	0.0210	0.0350	11.8	6.4	5.4
2	Yohan Ramírez	0.0115	0.0255	0.0387	9.7	4.5	5.3
3	Kevin Gausman	0.0108	0.0058	0.0013	7.3	4.0	3.3
4	Eduardo Rodriguez	0.0111	0.0066	0.0013	8.0	4.9	3.1
5	Kai-Wei Teng	0.0116	0.0200	0.0395	9.1	6.2	2.9
6	Spencer Miles	0.0116	0.0039	0.0026	3.6	0.8	2.8
7	Merrill Kelly	0.0108	0.0063	0.0057	3.8	1.1	2.8
8	Andrew Abbott	0.0108	0.0067	0.0000	8.1	5.5	2.7
9	Chase Burns	0.0110	0.0065	0.0016	6.1	3.6	2.5
10	Cade Cavalli	0.0111	0.0141	0.0227	7.9	5.4	2.5

Razzball

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Spencer Miles	0.0115	0.0039	0.0026	4.0	0.8	3.2
2	Justin Bruihl	0.0115	0.0173	0.0347	7.5	5.7	1.8
3	Brandyn Garcia	0.0115	0.0198	0.0365	4.5	3.0	1.5
4	Trevor Richards	0.0115	0.0080	0.0029	3.4	2.0	1.4
5	Chase Burns	0.0077	0.0065	0.0016	4.8	3.6	1.2
6	Ryan Rolison	0.0115	0.0076	0.0000	3.3	2.2	1.1
7	Shane Drohan	0.0115	0.0099	0.0095	1.8	0.7	1.1
8	Yohan Ramírez	0.0220	0.0255	0.0387	5.5	4.5	1.1
9	Riley O'Brien	0.0134	0.0173	0.0362	5.9	5.0	0.9
10	Jacob deGrom	0.0075	0.0067	0.0030	3.9	3.0	0.9

Steamer

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Spencer Miles	0.0115	0.0039	0.0026	4.1	0.8	3.2
2	Chase Burns	0.0076	0.0065	0.0016	4.8	3.6	1.2
3	Jacob deGrom	0.0075	0.0067	0.0030	4.1	3.0	1.0
4	Yohan Ramírez	0.0221	0.0255	0.0387	5.4	4.5	1.0
5	Michael McGreevy	0.0078	0.0071	0.0014	5.6	4.6	1.0
6	Brandyn Garcia	0.0143	0.0198	0.0365	4.0	3.0	0.9
7	Justin Bruihl	0.0139	0.0173	0.0347	6.6	5.7	0.9
8	Kai-Wei Teng	0.0166	0.0200	0.0395	7.0	6.2	0.8
9	Riley O'Brien	0.0135	0.0173	0.0362	5.8	5.0	0.8
10	Anthony Nunez	0.0107	0.0150	0.0157	0.9	0.0	0.8

The BAT

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Spencer Miles	0.0115	0.0039	0.0026	3.7	0.8	2.9
2	Kai-Wei Teng	0.0115	0.0200	0.0395	9.0	6.2	2.8
3	Brandon Young	0.0115	0.0076	0.0060	4.1	1.7	2.5
4	Nick Lodolo	0.0176	0.0210	0.0350	8.1	6.4	1.7
5	Brandyn Garcia	0.0115	0.0198	0.0365	4.7	3.0	1.6
6	Justin Bruihl	0.0128	0.0173	0.0347	7.3	5.7	1.6
7	Robert Gasser	0.0120	0.0148	0.0216	4.1	2.7	1.3
8	Sean Manaea	0.0108	0.0127	0.0245	8.5	7.2	1.3
9	Cade Cavalli	0.0124	0.0141	0.0227	6.8	5.4	1.3
10	Nolan McLean	0.0124	0.0140	0.0201	5.2	3.9	1.3

The BAT X

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Spencer Miles	0.0115	0.0039	0.0026	3.7	0.8	2.9
2	Kai-Wei Teng	0.0115	0.0200	0.0395	9.0	6.2	2.8
3	Brandon Young	0.0115	0.0076	0.0060	4.1	1.7	2.5
4	Daniel Lynch IV	0.0177	0.0116	0.0112	2.6	0.4	2.1
5	Brent Suter	0.0148	0.0101	0.0027	4.8	3.1	1.7
6	Aaron Ashby	0.0179	0.0134	0.0052	5.1	3.4	1.7
7	Brandyn Garcia	0.0115	0.0198	0.0365	4.7	3.0	1.6
8	Nick Martinez	0.0122	0.0098	0.0042	6.3	4.7	1.6
9	Sean Burke	0.0075	0.0095	0.0126	3.2	1.6	1.5
10	Bryan Hudson	0.0206	0.0117	0.0142	2.0	0.5	1.5

ZiPS

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Kevin Kelly	0.0288	0.0150	0.0108	5.0	1.4	3.6
2	Juan Mejia	0.0283	0.0166	0.0093	6.1	2.6	3.5
3	Andrew Painter	0.0021	0.0074	0.0091	3.9	0.5	3.4
4	José Soriano	0.0179	0.0127	0.0121	4.3	1.1	3.2
5	Bubba Chandler	0.0181	0.0125	0.0104	5.2	2.0	3.2
6	Michael Soroka	0.0230	0.0162	0.0148	3.9	1.0	2.8
7	Jeffrey Springs	0.0034	0.0068	0.0079	2.9	0.2	2.7
8	Jaden Hill	0.0329	0.0171	0.0166	2.9	0.2	2.7
9	Joey Cantillo	0.0045	0.0076	0.0087	2.9	0.2	2.7
10	Anthony Kay	0.0079	0.0104	0.0366	20.4	18.0	2.4

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
Gavin Williams	0.0650	0.0454 (14.3)	0.0448 (14.7)	0.0443 (14.7)	0.0450 (14.7)	0.0411 (17.3)	0.0469 (13.3)	0.0460 (13.8)	0.0457 (14.3)	0.0444 (15.4)	0.0440 (14.5)
Kodai Senga	0.0859	0.0441 (11.7)	0.0430 (12.0)	0.0434 (11.8)	0.0410 (12.6)	0.0427 (12.1)	0.0407 (12.7)	0.0422 (12.3)	0.0441 (11.8)	0.0447 (11.7)	0.0427 (11.8)
Jack Perkins	0.0676	0.0394 (15.1)	0.0411 (14.1)	0.0455 (11.5)	0.0437 (12.8)	0.0451 (11.9)	0.0380 (15.9)	0.0418 (13.8)	0.0356 (17.3)	0.0469 (11.3)	0.0407 (13.8)
Brandon Sproat	0.0656	0.0379 (11.6)	0.0386 (11.2)	0.0389 (10.9)	0.0388 (11.2)	0.0391 (10.9)	0.0397 (10.9)	0.0407 (10.4)	0.0382 (11.6)	0.0366 (12.2)	0.0381 (11.0)
Matthew Liberatore	0.0609	0.0425 (12.1)	0.0417 (12.6)	0.0411 (12.6)	0.0410 (13.2)	0.0418 (12.5)	0.0424 (12.3)	0.0434 (11.5)	0.0427 (12.2)	0.0418 (12.9)	0.0376 (14.7)
Shane Baz	0.0275	0.0497 (17.3)	0.0498 (17.5)	0.0484 (16.9)	0.0512 (18.4)	0.0466 (15.1)	0.0485 (16.3)	0.0493 (17.1)	0.0500 (17.4)	0.0567 (22.5)	0.0475 (16.5)
Steven Cruz	0.0886	0.0390 (12.1)	0.0392 (12.0)	0.0388 (12.0)	0.0420 (11.4)	0.0413 (11.5)	0.0439 (10.9)	0.0424 (11.3)	0.0346 (13.3)	0.0397 (12.0)	0.0336 (13.2)
Aaron Nola	0.0731	0.0530 (14.7)	0.0519 (15.4)	0.0495 (16.8)	0.0554 (13.0)	0.0502 (16.6)	0.0495 (17.4)	0.0499 (17.0)	0.0531 (14.8)	0.0582 (11.1)	0.0495 (16.5)
Mason Barnett	0.0952	0.0448 (11.5)	0.0458 (11.2)	0.0494 (10.3)	0.0465 (11.1)	0.0486 (10.5)	0.0460 (11.2)	0.0463 (11.1)	0.0445 (11.6)	0.0445 (11.6)	0.0431 (11.6)
Jameson Taillon	0.1038	0.0522 (19.0)	0.0522 (18.9)	0.0535 (18.3)	0.0500 (19.8)	0.0519 (19.0)	0.0490 (20.2)	0.0512 (19.3)	0.0529 (18.8)	0.0528 (18.9)	0.0556 (17.3)

Individual Misses for Home Run Rate

ATC

Rank	Player	Proj	Actual	Error
1	Jeffrey Springs	0.0549	0.0768	13.5
2	Ian Seymour	0.0468	0.0710	13.1
3	Dylan Cease	0.0473	0.0301	12.0
4	Tyler Alexander	0.0502	0.0133	11.6
5	Cole Ragans	0.0438	0.1205	11.5
6	Sean Burke	0.0570	0.0413	11.5
7	Chris Sale	0.0422	0.0249	11.5
8	Spencer Miles	0.0473	0.0186	11.3
9	Roki Sasaki	0.0430	0.0636	10.6
10	Louis Varland	0.0438	0.0107	10.3

Aggregate

Rank	Player	Proj	Actual	Error
1	Jeffrey Springs	0.0556	0.0768	13.0
2	Spencer Miles	0.0498	0.0186	12.3
3	Chris Sale	0.0427	0.0249	11.8
4	Tyler Alexander	0.0507	0.0133	11.8
5	Dylan Cease	0.0466	0.0301	11.6
6	Cole Ragans	0.0446	0.1205	11.4
7	Ian Seymour	0.0508	0.0710	10.9
8	Zack Littell	0.0505	0.0706	10.6
9	Alex Lange	0.0358	0.0739	10.3
10	Sean Burke	0.0552	0.0413	10.3

Depth Charts

Rank	Player	Proj	Actual	Error
1	Jeffrey Springs	0.0497	0.0768	16.4
2	Spencer Miles	0.0548	0.0186	14.4
3	Tyler Alexander	0.0522	0.0133	12.4
4	Chris Sale	0.0424	0.0249	12.0
5	Cole Ragans	0.0432	0.1205	11.5
6	Zack Littell	0.0493	0.0706	11.0
7	Jesús Luzardo	0.0475	0.0336	10.9
8	Mason Englert	0.0387	0.0992	10.7
9	Eduardo Rodriguez	0.0449	0.0326	10.4
10	Dylan Cease	0.0442	0.0301	10.3

Marcel

Rank	Player	Proj	Actual	Error
1	Ian Seymour	0.0391	0.0710	17.4
2	Jeffrey Springs	0.0516	0.0768	15.6
3	Brady Singer	0.0422	0.0613	13.7
4	Walbert Ureña	0.0445	0.0246	12.6
5	Michael Wacha	0.0354	0.0506	12.1
6	Louis Varland	0.0495	0.0107	12.0
7	Cole Ragans	0.0410	0.1205	12.0
8	Emmet Sheehan	0.0449	0.0702	11.8
9	Eduardo Rodriguez	0.0471	0.0326	11.6
10	Brent Headrick	0.0588	0.0249	11.2

OOPSY

Rank	Player	Proj	Actual	Error
1	Jeffrey Springs	0.0544	0.0768	13.7
2	Chris Sale	0.0443	0.0249	12.9
3	Tyler Alexander	0.0535	0.0133	12.7
4	Dylan Cease	0.0475	0.0301	12.3
5	Eduardo Rodriguez	0.0467	0.0326	11.6
6	Cole Ragans	0.0435	0.1205	11.5
7	Ian Seymour	0.0495	0.0710	11.5
8	Zack Littell	0.0495	0.0706	11.1
9	Nathan Eovaldi	0.0394	0.0566	10.2
10	Jesús Luzardo	0.0470	0.0336	10.2

Razzball

Rank	Player	Proj	Actual	Error
1	Jeffrey Springs	0.0545	0.0768	13.9
2	Walbert Ureña	0.0441	0.0246	12.3
3	Tyler Alexander	0.0513	0.0133	11.9
4	Dylan Cease	0.0471	0.0301	11.8
5	Cole Ragans	0.0435	0.1205	11.6
6	Chris Sale	0.0425	0.0249	11.5
7	Shota Imanaga	0.0556	0.0717	11.2
8	Sean Burke	0.0563	0.0413	10.9
9	Sean Newcomb	0.0443	0.0163	10.5
10	Trevor Megill	0.0495	0.0064	10.5

Steamer

Rank	Player	Proj	Actual	Error
1	Jeffrey Springs	0.0538	0.0768	14.2
2	Tyler Alexander	0.0522	0.0133	12.2
3	Chris Sale	0.0425	0.0249	11.7
4	Ian Seymour	0.0495	0.0710	11.6
5	Cole Ragans	0.0438	0.1205	11.5
6	Dylan Cease	0.0452	0.0301	10.6
7	Jesús Luzardo	0.0475	0.0336	10.4
8	Zack Littell	0.0511	0.0706	10.3
9	Spencer Miles	0.0445	0.0186	10.2
10	Shota Imanaga	0.0570	0.0717	10.1

The BAT

Rank	Player	Proj	Actual	Error
1	Dylan Cease	0.0517	0.0301	14.8
2	Sean Burke	0.0603	0.0413	13.6
3	Ian Seymour	0.0478	0.0710	12.8
4	Chris Sale	0.0442	0.0249	12.6
5	Walbert Ureña	0.0445	0.0246	12.5
6	Jeffrey Springs	0.0573	0.0768	12.2
7	Cole Ragans	0.0449	0.1205	11.4
8	Davis Martin	0.0502	0.0319	11.3
9	Roki Sasaki	0.0420	0.0636	11.3
10	Reid Detmers	0.0551	0.0399	11.2

The BAT X

Rank	Player	Proj	Actual	Error
1	Davis Martin	0.0541	0.0319	13.7
2	Walbert Ureña	0.0445	0.0246	12.4
3	Chris Sale	0.0437	0.0249	12.1
4	Louis Varland	0.0484	0.0107	11.6
5	Roki Sasaki	0.0418	0.0636	11.4
6	Tyler Alexander	0.0489	0.0133	11.1
7	Reid Detmers	0.0547	0.0399	10.9
8	Justin Lawrence	0.0291	0.0900	10.8
9	Drew Rasmussen	0.0468	0.0307	10.7
10	Sean Newcomb	0.0443	0.0163	10.4

ZiPS

Rank	Player	Proj	Actual	Error
1	Jeffrey Springs	0.0469	0.0768	17.8
2	Spencer Miles	0.0606	0.0186	16.9
3	Eduardo Rodriguez	0.0480	0.0326	13.2
4	Zack Littell	0.0467	0.0706	12.1
5	Tyler Alexander	0.0505	0.0133	12.1
6	Alex Lange	0.0291	0.0739	11.9
7	Cole Ragans	0.0408	0.1205	11.8
8	Walbert Ureña	0.0420	0.0246	11.8
9	Jesús Luzardo	0.0482	0.0336	11.7
10	Louis Varland	0.0446	0.0107	10.9

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	Julian Garcia	0.0445	0.0587	0.0593	2.6	0.0	2.5
2	Ian Seymour	0.0468	0.0508	0.0710	13.1	10.9	2.2
3	Michael Wacha	0.0431	0.0454	0.0506	5.8	3.9	1.9
4	Will Warren	0.0490	0.0464	0.0456	2.6	0.9	1.7
5	Justin Bruihl	0.0355	0.0319	0.0158	6.9	5.7	1.2
6	Sean Burke	0.0570	0.0552	0.0413	11.5	10.3	1.2
7	Ryan Weathers	0.0495	0.0473	0.0469	1.7	0.5	1.2
8	MacKenzie Gore	0.0484	0.0467	0.0382	7.9	6.8	1.2
9	Kai-Wei Teng	0.0413	0.0448	0.0476	2.0	0.8	1.2
10	Dustin May	0.0417	0.0399	0.0337	5.2	4.1	1.1

Depth Charts

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Mitch Farris	0.0370	0.0531	0.0606	5.8	1.8	4.0
2	Jeffrey Springs	0.0497	0.0556	0.0768	16.4	13.0	3.4
3	Julian Garcia	0.0445	0.0587	0.0593	2.5	0.0	2.4
4	Shane Drohan	0.0497	0.0460	0.0395	5.9	3.6	2.3
5	Zach Agnos	0.0538	0.0490	0.0324	9.1	6.9	2.2
6	Walker Buehler	0.0512	0.0484	0.0482	2.6	0.4	2.2
7	Spencer Miles	0.0548	0.0498	0.0186	14.4	12.3	2.2
8	Jacob Lopez	0.0501	0.0545	0.0610	5.4	3.4	2.1
9	Jovani Morán	0.0278	0.0356	0.0549	7.1	5.1	2.0
10	Cade Gibson	0.0397	0.0317	0.0267	3.1	1.2	1.9

Marcel

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Michael Wacha	0.0354	0.0454	0.0506	12.1	3.9	8.2
2	Ian Seymour	0.0391	0.0508	0.0710	17.4	10.9	6.5
3	Kevin Gausman	0.0395	0.0475	0.0502	7.8	1.7	6.1
4	Max Meyer	0.0572	0.0446	0.0375	9.2	3.5	5.8
5	Brady Singer	0.0422	0.0493	0.0613	13.7	8.4	5.3
6	Tyler Mahle	0.0333	0.0415	0.0467	8.1	2.9	5.1
7	Andre Pallante	0.0363	0.0290	0.0234	8.9	4.1	4.8
8	Gerrit Cole	0.0428	0.0519	0.0609	9.3	4.5	4.8
9	Jonathan Loáisiga	0.0496	0.0322	0.0151	9.1	4.6	4.5
10	J.T. Ginn	0.0524	0.0411	0.0433	5.5	1.0	4.5

OOPSY

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Andrew Abbott	0.0585	0.0539	0.0498	6.7	3.3	3.4
2	Martín Pérez	0.0474	0.0424	0.0326	9.1	6.1	3.0
3	Logan Gilbert	0.0457	0.0498	0.0593	9.8	6.8	2.9
4	Gavin Williams	0.0411	0.0448	0.0650	17.3	14.7	2.6
5	Shane Drohan	0.0506	0.0460	0.0395	6.1	3.6	2.5
6	Andrew Alvarez	0.0389	0.0347	0.0230	7.8	5.8	2.1
7	Nathan Eovaldi	0.0394	0.0428	0.0566	10.2	8.2	2.0
8	Griffin Canning	0.0447	0.0499	0.0543	3.5	1.6	2.0
9	Ranger Suarez	0.0374	0.0344	0.0239	8.7	6.7	1.9
10	Peter Lambert	0.0476	0.0450	0.0387	6.3	4.5	1.8

Razzball

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Justin Bruihl	0.0445	0.0319	0.0158	10.0	5.7	4.3
2	Drew Anderson	0.0379	0.0456	0.0546	7.5	3.9	3.6
3	Shota Imanaga	0.0556	0.0600	0.0717	11.2	8.0	3.2
4	Walbert Ureña	0.0441	0.0391	0.0246	12.3	9.3	2.9
5	Noah Schultz	0.0297	0.0383	0.0507	6.7	3.9	2.9
6	Randy Dobnak	0.0462	0.0379	0.0289	5.6	3.0	2.6
7	Julian Garcia	0.0445	0.0587	0.0593	2.6	0.0	2.6
8	Evan Sisk	0.0445	0.0313	0.0177	5.3	2.8	2.6
9	Christian Scott	0.0548	0.0492	0.0423	6.0	3.5	2.6
10	Jake Bennett	0.0445	0.0390	0.0353	4.3	1.9	2.4

Steamer

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Andrew Abbott	0.0587	0.0539	0.0498	6.8	3.3	3.5
2	Logan Gilbert	0.0462	0.0498	0.0593	9.5	6.8	2.7
3	Julian Garcia	0.0445	0.0587	0.0593	2.6	0.0	2.5
4	Drew Anderson	0.0403	0.0456	0.0546	6.3	3.9	2.4
5	Shota Imanaga	0.0570	0.0600	0.0717	10.1	8.0	2.1
6	Foster Griffin	0.0394	0.0423	0.0453	3.9	1.8	2.1
7	Sean Manaea	0.0494	0.0522	0.0557	3.8	2.0	1.8
8	Merrill Kelly	0.0422	0.0445	0.0542	8.1	6.5	1.6
9	Anthony Kay	0.0378	0.0432	0.0421	2.7	1.1	1.6
10	Landen Roupp	0.0381	0.0357	0.0253	8.7	7.1	1.6

The BAT

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Carmen Mlodzinski	0.0445	0.0347	0.0255	10.2	5.2	5.1
2	Sonny Gray	0.0493	0.0434	0.0331	11.1	7.3	3.7
3	Sean Burke	0.0603	0.0552	0.0413	13.6	10.3	3.3
4	Reid Detmers	0.0551	0.0503	0.0399	11.2	8.0	3.2
5	Dylan Cease	0.0517	0.0466	0.0301	14.8	11.6	3.2
6	Jack Perkins	0.0356	0.0411	0.0676	17.3	14.1	3.1
7	Walbert Ureña	0.0445	0.0391	0.0246	12.5	9.3	3.1
8	Jacob deGrom	0.0563	0.0515	0.0477	5.8	2.8	3.0
9	Nick Martinez	0.0488	0.0445	0.0377	8.1	5.2	2.9
10	Julian Garcia	0.0445	0.0587	0.0593	2.6	0.0	2.6

The BAT X

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Trevor Rogers	0.0514	0.0431	0.0380	9.3	3.9	5.5
2	Shane Baz	0.0567	0.0498	0.0275	22.5	17.5	5.0
3	Carmen Mlodzinski	0.0445	0.0347	0.0255	10.2	5.2	5.0
4	Davis Martin	0.0541	0.0469	0.0319	13.7	9.6	4.1
5	Drew Rasmussen	0.0468	0.0405	0.0307	10.7	6.9	3.9
6	Robbie Ray	0.0572	0.0519	0.0462	7.7	4.3	3.4
7	Cristopher Sánchez	0.0271	0.0305	0.0330	5.1	1.8	3.3
8	Walbert Ureña	0.0445	0.0391	0.0246	12.4	9.3	3.1
9	Reid Detmers	0.0547	0.0503	0.0399	10.9	8.0	2.9
10	Sandy Alcantara	0.0419	0.0383	0.0357	5.5	2.7	2.8

ZiPS

Rank	Player	Proj	Agg	Actual	Error	Agg Err	Unique
1	Jeffrey Springs	0.0469	0.0556	0.0768	17.8	13.0	4.8
2	Spencer Miles	0.0606	0.0498	0.0186	16.9	12.3	4.6
3	Anthony Kay	0.0472	0.0432	0.0421	4.7	1.1	3.6
4	Michael Wacha	0.0402	0.0454	0.0506	7.3	3.9	3.4
5	Walker Buehler	0.0521	0.0484	0.0482	3.5	0.4	3.1
6	Kyle Bradish	0.0366	0.0423	0.0441	4.0	0.9	3.1
7	Parker Messick	0.0467	0.0437	0.0339	10.6	7.6	3.0
8	Eduardo Rodriguez	0.0480	0.0452	0.0326	13.2	10.3	3.0
9	Kyle Freeland	0.0442	0.0499	0.0618	9.9	7.1	2.9
10	Shane Drohan	0.0502	0.0460	0.0395	6.4	3.6	2.8

BABIP

Everybody Missed for BABIP

Player	Actual	ATC	Aggregate	Depth Charts	Marcel	OOPSY	Razzball	Steamer	The BAT	The BAT X	ZiPS
Keider Montero	0.2336	0.2927 (34.7)	0.2907 (33.8)	0.2901 (32.2)	0.2918 (35.2)	0.2909 (35.1)	0.2885 (31.1)	0.2932 (31.9)	0.2872 (34.0)	0.2872 (34.0)	0.2880 (33.0)
George Kirby	0.3359	0.2916 (35.4)	0.2875 (38.1)	0.2884 (38.8)	0.2972 (30.0)	0.2772 (44.4)	0.2955 (33.8)	0.2897 (40.6)	0.2818 (39.5)	0.2864 (36.0)	0.2902 (35.0)
Michael Wacha	0.2451	0.2874 (31.5)	0.2881 (32.5)	0.2897 (32.3)	0.2851 (31.0)	0.2981 (42.1)	0.2914 (33.3)	0.2943 (33.0)	0.2784 (27.6)	0.2814 (30.1)	0.2860 (31.9)
Matthew Liberatore	0.3356	0.2937 (30.6)	0.2913 (31.9)	0.2912 (33.3)	0.2968 (27.4)	0.2855 (34.6)	0.2903 (34.1)	0.2957 (32.7)	0.2920 (28.9)	0.2927 (28.4)	0.2891 (32.5)
Cristopher Sánchez	0.3327	0.2967 (33.8)	0.2971 (33.1)	0.2976 (34.3)	0.2976 (31.7)	0.2915 (36.3)	0.2992 (33.2)	0.3024 (33.3)	0.2962 (30.7)	0.2994 (27.9)	0.2941 (34.5)
Yoshinobu Yamamoto	0.2166	0.2823 (44.1)	0.2845 (45.9)	0.2846 (44.7)	0.2690 (35.8)	0.2864 (48.6)	0.2838 (43.9)	0.2996 (52.7)	0.2842 (48.4)	0.2868 (50.3)	0.2679 (35.2)
Michael Lorenzen	0.3655	0.3019 (41.5)	0.3043 (39.7)	0.3032 (41.6)	0.2806 (53.7)	0.3153 (31.7)	0.2975 (45.3)	0.3125 (38.1)	0.2980 (41.3)	0.3105 (33.5)	0.2943 (45.1)

Individual Misses for BABIP

ATC

Rank	Player	Proj	Actual	Error
1	Seth Lugo	0.2905	0.3333	34.7
2	Tanner Gordon	0.3112	0.3724	30.6
3	Trey Yesavage	0.2831	0.2140	26.3
4	Jacob Misiorowski	0.2793	0.2370	25.9
5	Patrick Sandoval	0.3049	0.3816	25.7
6	Jacob Latz	0.2805	0.1824	25.7
7	Gage Jump	0.2906	0.3446	25.1
8	DL Hall	0.2845	0.1778	24.9
9	Gordon Graceffo	0.2990	0.2192	24.9
10	Cam Schlittler	0.2863	0.2506	24.6

Aggregate

Rank	Player	Proj	Actual	Error
1	Seth Lugo	0.2924	0.3333	33.0
2	Tanner Gordon	0.3129	0.3724	29.6
3	Walbert Ureña	0.3105	0.2626	28.1
4	Jacob Misiorowski	0.2810	0.2370	27.2
5	Patrick Sandoval	0.3009	0.3816	26.9
6	Martín Pérez	0.3008	0.2530	26.7
7	Jacob Latz	0.2793	0.1824	25.4
8	Trey Yesavage	0.2802	0.2140	25.3
9	DL Hall	0.2841	0.1778	24.9
10	Cam Schlittler	0.2857	0.2506	24.5

Depth Charts

Rank	Player	Proj	Actual	Error
1	Tanner Gordon	0.3068	0.3724	33.4
2	Seth Lugo	0.2957	0.3333	31.9
3	Cal Quantrill	0.3077	0.2390	28.3
4	Jacob Latz	0.2879	0.1824	27.3
5	Jacob Misiorowski	0.2827	0.2370	27.2
6	Patrick Sandoval	0.3058	0.3816	25.9
7	Kyle Harrison	0.2862	0.3322