2020 Projection Evaluation

Batting Projection Accuracy

Plate Appearances (PA)

Everybody Missed for Plate Appearances (PA)

Player	Actual	Marcel	Razzball	Steamer	ZiPS
Andrew Benintendi	52	584 (532.0)	251 (199.0)	240 (187.8)	239 (187.0)

Individual Misses for Plate Appearances (PA)

Marcel

Rank	Player	Proj	Actual	Error
1	Lorenzo Cain	565	21	544.0
2	Starlin Castro	601	63	538.0
3	Yolmer Sánchez	547	21	526.0
4	Ozzie Albies	642	124	518.0
5	Mallex Smith	544	47	497.0
6	Brian Dozier	498	16	482.0
7	Leury García	536	63	473.0
8	Amed Rosario	601	147	454.0
9	Tommy Pham	579	125	454.0
10	Shin-Soo Choo	580	127	453.0

Razzball

Rank	Player	Proj	Actual	Error
1	César Hernández	1	261	260.0
2	Kyle Seager	1	248	247.0
3	Maikel Franco	1	243	242.0
4	Didi Gregorius	1	237	236.0
5	Adalberto Mondesi	1	233	232.0
6	Miguel Cabrera	1	231	230.0
7	Kole Calhoun	1	228	227.0
8	Renato Núñez	1	216	215.0
9	Nelson Cruz	1	214	213.0
10	Victor Reyes	1	213	212.0

Steamer

Rank	Player	Proj	Actual	Error
1	Lorenzo Cain	226	21	205.3
2	Yordan Alvarez	192	9	182.6
3	Jake Cronenworth	22	192	169.8
4	Isan Díaz	184	22	162.2
5	C.J. Cron	203	52	151.2
6	Danny Santana	209	63	145.7
7	Nick Markakis	1	141	140.0
8	Luis García Jr.	1	139	138.0
9	Starlin Castro	200	63	137.5
10	Mallex Smith	178	47	131.3

ZiPS

Rank	Player	Proj	Actual	Error
1	Danny Mendick	409	114	295.0
2	Dawel Lugo	224	11	213.0
3	Seth Brown	208	5	203.0
4	Yordan Alvarez	210	9	201.0
5	Cristian Pache	204	4	200.0
6	Jahmai Jones	206	7	199.0
7	Erick Mejia	214	16	198.0
8	Will Craig	202	4	198.0
9	Ian Miller	196	0	196.0
10	Harold Ramírez	204	11	193.0

wOBA

Everybody Missed for wOBA

Player	Actual	Marcel	Razzball	Steamer	ZiPS
J.D. Martinez	0.2950	0.4026 (23.6)	0.3974 (20.5)	0.3975 (21.4)	0.3838 (21.8)
DJ LeMahieu	0.4286	0.3476 (19.2)	0.3372 (23.1)	0.3344 (23.0)	0.3362 (19.2)
Javier Báez	0.2560	0.3486 (19.9)	0.3474 (17.8)	0.3454 (18.1)	0.3464 (22.0)
Dominic Smith	0.4118	0.3268 (18.5)	0.3113 (23.1)	0.3112 (22.4)	0.3094 (19.7)
Mike Yastrzemski	0.4093	0.3455 (16.2)	0.3115 (25.5)	0.3169 (23.5)	0.3204 (19.3)
José Abreu	0.4122	0.3508 (18.2)	0.3585 (18.2)	0.3539 (18.5)	0.3368 (18.9)
Marcell Ozuna	0.4465	0.3459 (29.0)	0.3576 (27.9)	0.3561 (27.4)	0.3639 (21.2)
Jose Iglesias	0.4075	0.3040 (16.7)	0.2996 (18.5)	0.3002 (17.9)	0.2965 (16.2)
Freddie Freeman	0.4625	0.3861 (22.1)	0.3928 (22.4)	0.3915 (21.8)	0.3953 (16.7)
Brandon Belt	0.4286	0.3306 (19.0)	0.3448 (17.8)	0.3470 (16.8)	0.3323 (16.7)
Trea Turner	0.4126	0.3420 (20.4)	0.3489 (20.6)	0.3493 (19.5)	0.3429 (17.2)

Individual Misses for wOBA

Marcel

Rank	Player	Proj	Actual	Error
1	Juan Soto	0.3860	0.4912	22.2
2	Jose Altuve	0.3729	0.2779	18.3
3	Wil Myers	0.3273	0.3996	17.5
4	Salvador Perez	0.3167	0.4103	15.9
5	Bryan Reynolds	0.3596	0.2762	15.7
6	Gregory Polanco	0.3250	0.2303	15.1
7	Eduardo Escobar	0.3407	0.2648	15.1
8	Ke'Bryan Hayes	0.3201	0.4693	14.9
9	Travis d'Arnaud	0.3189	0.3920	14.9

Razzball

Rank	Player	Proj	Actual	Error
1	Nelson Cruz	0.3201	0.4182	24.3
2	Wil Myers	0.3167	0.3996	21.5
3	Juan Soto	0.4044	0.4912	20.1
4	Kyle Lewis	0.2895	0.3494	18.3
5	Ke'Bryan Hayes	0.3007	0.4693	17.5
6	Salvador Perez	0.3156	0.4103	17.2
7	Teoscar Hernández	0.3156	0.3821	17.0
8	Dylan Moore	0.2835	0.3677	15.9
9	Alex Dickerson	0.3201	0.3973	15.8

Steamer

Rank	Player	Proj	Actual	Error
1	Wil Myers	0.3177	0.3996	20.5
2	Juan Soto	0.4065	0.4912	19.0
3	Kyle Lewis	0.2903	0.3494	17.2
4	Ke'Bryan Hayes	0.3036	0.4693	16.9
5	Teoscar Hernández	0.3165	0.3821	16.1
6	Salvador Perez	0.3205	0.4103	15.9
7	Gregory Polanco	0.3321	0.2303	15.6
8	Dylan Moore	0.2819	0.3677	15.6
9	Luke Voit	0.3390	0.3933	15.6

ZiPS

Rank	Player	Proj	Actual	Error
1	Joey Gallo	0.3852	0.3003	19.9
2	Jose Altuve	0.3692	0.2779	19.9
3	Gregory Polanco	0.3348	0.2303	18.7
4	Eduardo Escobar	0.3455	0.2648	18.6
5	Cody Bellinger	0.4086	0.3403	17.4
6	Josh Bell	0.3657	0.2937	16.8
7	Jo Adell	0.3332	0.2120	16.4
8	Christian Yelich	0.4075	0.3457	16.1
9	Nolan Arenado	0.3893	0.3137	15.9

Strikeout Rate

Everybody Missed for Strikeout Rate

Player	Actual	Marcel	Razzball	Steamer	ZiPS
Bryce Harper	0.1762	0.2410 (19.2)	0.2502 (22.8)	0.2484 (21.8)	0.2616 (22.9)
Kyle Seager	0.1331	0.2004 (20.2)	0.2343 (30.0)	0.2058 (22.3)	0.1960 (17.7)
Brandon Nimmo	0.1911	0.2597 (18.6)	0.2695 (22.0)	0.2692 (21.5)	0.2704 (19.7)
Evan White	0.4158	0.2343 (33.8)	0.2283 (33.9)	0.2219 (35.7)	0.2775 (26.3)
Gregory Polanco	0.3736	0.2136 (25.4)	0.2343 (20.8)	0.2282 (22.3)	0.2432 (21.2)
Willy Adames	0.3610	0.2607 (17.7)	0.2386 (21.1)	0.2424 (20.8)	0.2611 (18.8)
Christian Yelich	0.3077	0.2054 (21.8)	0.2033 (21.0)	0.2032 (21.5)	0.2060 (23.0)
Niko Goodrum	0.3855	0.2725 (17.7)	0.2700 (17.2)	0.2718 (17.2)	0.2841 (16.6)

Individual Misses for Strikeout Rate

Marcel

Rank	Player	Proj	Actual	Error
1	Tommy La Stella	0.1432	0.0526	23.9
2	Jo Adell	0.2343	0.4167	22.2
3	Nick Madrigal	0.2343	0.0642	20.1
4	Miguel Sanó	0.3385	0.4390	17.7
5	Jake Cronenworth	0.2343	0.1563	17.7
6	Mitch Garver	0.2300	0.4568	17.2
7	Trea Turner	0.1912	0.1390	17.1
8	Gary Sánchez	0.2505	0.3596	16.9
9	Freddie Freeman	0.1909	0.1412	16.7
10	Luis Robert Jr.	0.2343	0.3216	16.6

Razzball

Rank	Player	Proj	Actual	Error
1	Didi Gregorius	0.2343	0.1181	32.2
2	Maikel Franco	0.2343	0.1564	23.7
3	Jared Walsh	0.3333	0.1389	23.1
4	Robinson Canó	0.2343	0.1319	22.2
5	Tommy La Stella	0.1274	0.0526	21.5
6	Christian Walker	0.2687	0.2058	20.0
7	Michael Brantley	0.2343	0.1497	19.5
8	Randal Grichuk	0.2753	0.2121	19.1
9	Jesús Aguilar	0.2529	0.1852	18.8
10	Yadier Molina	0.2343	0.1346	18.6

Steamer

Rank	Player	Proj	Actual	Error
1	Jared Walsh	0.3191	0.1389	21.3
2	Tommy La Stella	0.1256	0.0526	20.6
3	Christian Walker	0.2673	0.2058	19.2
4	Rafael Devers	0.1790	0.2702	18.3
5	Freddie Freeman	0.1925	0.1412	18.0
6	Jesús Aguilar	0.2501	0.1852	17.8
7	Garrett Hampson	0.2125	0.3261	17.7
8	Randal Grichuk	0.2702	0.2121	17.4
9	Nicky Lopez	0.1074	0.2135	17.0
10	Trea Turner	0.1869	0.1390	16.9

ZiPS

Rank	Player	Proj	Actual	Error
1	Rafael Devers	0.1753	0.2702	21.4
2	Jared Walsh	0.3228	0.1389	20.8
3	Garrett Hampson	0.2105	0.3261	19.7
4	Keston Hiura	0.2578	0.3455	19.5
5	Jo Adell	0.2643	0.4167	19.0
6	Nicky Lopez	0.1063	0.2135	19.0
7	Austin Romine	0.2022	0.3481	18.6
8	Trea Turner	0.2000	0.1390	18.0
9	Randal Grichuk	0.2783	0.2121	17.2
10	Jean Segura	0.1207	0.2074	17.0

Walk Rate

Everybody Missed for Walk Rate

Player	Actual	Marcel	Razzball	Steamer	ZiPS
Kyle Lewis	0.1405	0.0741 (14.8)	0.0723 (15.5)	0.0732 (15.1)	0.0663 (15.4)
Martín Maldonado	0.1636	0.0618 (15.9)	0.0641 (15.7)	0.0636 (15.7)	0.0725 (13.3)
Aaron Hicks	0.1943	0.1305 (12.3)	0.1297 (12.8)	0.1295 (12.7)	0.1301 (11.3)
Ronald Acuña Jr.	0.1881	0.0987 (17.0)	0.1024 (16.5)	0.1030 (16.2)	0.1047 (14.7)
Sean Murphy	0.1714	0.0897 (10.7)	0.0739 (13.1)	0.0748 (12.9)	0.0789 (11.5)
Marcell Ozuna	0.1423	0.0896 (12.7)	0.0902 (12.8)	0.0902 (12.7)	0.0905 (11.0)
Ketel Marte	0.0359	0.0898 (11.6)	0.0858 (10.5)	0.0856 (10.6)	0.0812 (10.9)
Christian Yelich	0.1862	0.1153 (16.2)	0.1298 (12.9)	0.1285 (13.1)	0.1245 (12.7)
J.D. Davis	0.1354	0.0835 (10.7)	0.0818 (11.3)	0.0829 (10.9)	0.0765 (11.1)
Jason Heyward	0.1657	0.0963 (11.6)	0.1048 (10.3)	0.1031 (10.5)	0.1010 (9.8)
Freddie Freeman	0.1718	0.1142 (13.7)	0.1216 (12.1)	0.1228 (11.6)	0.1208 (10.6)
Clint Frazier	0.1563	0.0751 (12.1)	0.0750 (12.3)	0.0743 (12.4)	0.0718 (11.8)

Individual Misses for Walk Rate

Marcel

Rank	Player	Proj	Actual	Error
1	Mark Canha	0.1006	0.1523	11.3
2	Bryce Harper	0.1498	0.2008	11.1
3	Luke Voit	0.1146	0.0726	11.1
4	Juan Soto	0.1476	0.2092	11.0
5	Hunter Dozier	0.0827	0.1452	10.6
6	Kyle Seager	0.0814	0.1290	10.5
7	Mike Yastrzemski	0.0817	0.1333	10.4
8	Anthony Rendon	0.1136	0.1638	10.4

Razzball

Rank	Player	Proj	Actual	Error
1	Mark Canha	0.0995	0.1523	11.8
2	Victor Reyes	0.0916	0.0423	11.4
3	Adalberto Mondesi	0.0916	0.0472	11.3
4	Brett Gardner	0.0916	0.1646	10.9
5	Anthony Rendon	0.1136	0.1638	10.7
6	Jon Berti	0.0786	0.1544	10.7
7	Erik González	0.0916	0.0415	10.5
8	Hunter Dozier	0.0855	0.1452	10.3

Steamer

Rank	Player	Proj	Actual	Error
1	Mark Canha	0.1004	0.1523	11.5
2	Mike Trout	0.1853	0.1452	10.8
3	Kyle Seager	0.0820	0.1290	10.5
4	Anthony Rendon	0.1143	0.1638	10.4
5	Jon Berti	0.0813	0.1544	10.2
6	Carlos Correa	0.1125	0.0724	9.9
7	Andrew McCutchen	0.1274	0.0913	9.8
8	Brett Gardner	0.0984	0.1646	9.7

ZiPS

Rank	Player	Proj	Actual	Error
1	Andrew McCutchen	0.1319	0.0913	12.3
2	Mike Trout	0.1855	0.1452	12.2
3	Luke Voit	0.1141	0.0726	12.2
4	Carlos Correa	0.1156	0.0724	11.9
5	Carson Kelly	0.1223	0.0465	11.1
6	Justin Smoak	0.1436	0.0758	10.3
7	Enrique Hernández	0.0988	0.0405	10.2
8	Brett Gardner	0.0916	0.1646	9.9

Hit By Pitch Rate

Everybody Missed for Hit By Pitch Rate

Player	Actual	Marcel	Razzball	Steamer	ZiPS
Carter Kieboom	0.0410	0.0087 (3.8)	0.0104 (3.5)	0.0100 (3.6)	0.0096 (3.6)
Keston Hiura	0.0447	0.0182 (6.2)	0.0167 (6.5)	0.0160 (6.6)	0.0222 (5.0)
Kyle Seager	0.0282	0.0104 (4.0)	0.0123 (3.5)	0.0100 (4.1)	0.0101 (4.0)
Matt Carpenter	0.0355	0.0119 (3.7)	0.0118 (3.7)	0.0120 (3.7)	0.0102 (3.9)
Robbie Grossman	0.0260	0.0041 (3.9)	0.0060 (3.5)	0.0060 (3.5)	0.0059 (3.4)
Ramón Laureano	0.0541	0.0172 (7.9)	0.0142 (8.5)	0.0140 (8.5)	0.0160 (7.9)
Willson Contreras	0.0622	0.0173 (9.8)	0.0157 (10.1)	0.0160 (10.0)	0.0176 (9.5)
Abraham Toro	0.0722	0.0119 (5.7)	0.0114 (5.7)	0.0120 (5.7)	0.0174 (5.1)
Bradley Zimmer	0.1000	0.0091 (4.5)	0.0200 (3.9)	0.0110 (4.4)	0.0149 (4.1)
Dylan Moore	0.0503	0.0233 (4.1)	0.0150 (5.4)	0.0160 (5.2)	0.0199 (4.5)
J.D. Davis	0.0306	0.0068 (5.1)	0.0084 (4.7)	0.0080 (4.7)	0.0055 (5.2)
Justin Upton	0.0422	0.0078 (5.5)	0.0123 (4.7)	0.0090 (5.2)	0.0057 (5.7)

Individual Misses for Hit By Pitch Rate

Marcel

Rank	Player	Proj	Actual	Error
1	Freddy Galvis	0.0036	0.0314	4.2
2	Andrés Giménez	0.0123	0.0455	4.2
3	AJ Pollock	0.0170	0.0000	3.9
4	Randy Arozarena	0.0138	0.0658	3.8
5	Kole Calhoun	0.0089	0.0263	3.6
6	Starling Marte	0.0200	0.0360	3.6
7	Michael Conforto	0.0134	0.0300	3.5
8	Joey Bart	0.0123	0.0450	3.5

Razzball

Rank	Player	Proj	Actual	Error
1	Chance Sisco	0.0123	0.0496	4.3
2	Starling Marte	0.0183	0.0360	4.0
3	Derek Dietrich	0.0123	0.0667	4.0
4	Victor Robles	0.0254	0.0476	3.9
5	Joey Bart	0.0099	0.0450	3.7
6	Mark Canha	0.0246	0.0412	3.6
7	Andrés Giménez	0.0167	0.0455	3.6
8	Jake Cave	0.0114	0.0407	3.4

Steamer

Rank	Player	Proj	Actual	Error
1	Mark Canha	0.0230	0.0412	4.0
2	Victor Robles	0.0250	0.0476	3.9
3	Freddy Galvis	0.0050	0.0314	3.9
4	Starling Marte	0.0190	0.0360	3.8
5	Joey Bart	0.0100	0.0450	3.7
6	AJ Pollock	0.0150	0.0000	3.5
7	Andrés Giménez	0.0170	0.0455	3.5
8	Randy Arozarena	0.0200	0.0658	3.3

ZiPS

Rank	Player	Proj	Actual	Error
1	Luis Robert Jr.	0.0201	0.0044	4.1
2	Freddy Galvis	0.0044	0.0314	3.9
3	Dominic Smith	0.0054	0.0251	3.5
4	Avisaíl García	0.0104	0.0290	3.4
5	Jeff McNeil	0.0283	0.0144	3.4
6	Jake Cave	0.0110	0.0407	3.4
7	Kole Calhoun	0.0093	0.0263	3.4
8	Michael Conforto	0.0134	0.0300	3.4

Home Run Rate

Everybody Missed for Home Run Rate

Player	Actual	Marcel	Razzball	Steamer	ZiPS
J.D. Martinez	0.0455	0.0925 (11.7)	0.0936 (10.7)	0.0938 (11.1)	0.0822 (10.0)
AJ Pollock	0.1046	0.0550 (9.9)	0.0571 (10.6)	0.0574 (10.2)	0.0566 (8.9)
DJ Stewart	0.1346	0.0521 (9.0)	0.0570 (9.0)	0.0573 (8.8)	0.0508 (8.8)
Bobby Dalbec	0.1951	0.0539 (12.8)	0.0769 (11.1)	0.0780 (10.9)	0.0769 (10.4)
Jesse Winker	0.1154	0.0490 (11.7)	0.0484 (12.8)	0.0489 (12.4)	0.0367 (13.4)
Ronald Acuña Jr.	0.1400	0.0827 (11.1)	0.0884 (11.0)	0.0878 (10.8)	0.0843 (10.1)
José Abreu	0.1044	0.0610 (10.8)	0.0695 (9.9)	0.0678 (9.9)	0.0592 (10.4)
Kole Calhoun	0.1111	0.0598 (11.2)	0.0539 (13.7)	0.0640 (11.1)	0.0643 (9.4)
Nick Solak	0.0117	0.0546 (10.5)	0.0533 (9.0)	0.0539 (9.5)	0.0455 (9.1)
Joey Gallo	0.0877	0.1280 (9.6)	0.1375 (10.6)	0.1385 (11.2)	0.1781 (21.7)
Luke Voit	0.1375	0.0732 (14.5)	0.0689 (16.8)	0.0697 (16.2)	0.0796 (12.2)
Byron Buxton	0.1354	0.0456 (11.8)	0.0538 (11.4)	0.0538 (11.2)	0.0538 (10.3)

Individual Misses for Home Run Rate

Marcel

Rank	Player	Proj	Actual	Error
1	Marcell Ozuna	0.0635	0.1065	10.9
2	Shogo Akiyama	0.0539	0.0000	10.3
3	Adam Duvall	0.0653	0.1168	10.3
4	Teoscar Hernández	0.0780	0.1240	9.1
5	Wil Myers	0.0623	0.1056	9.0
6	Nick Castellanos	0.0541	0.0933	8.9
7	Paul Goldschmidt	0.0761	0.0400	8.9
8	Brian Anderson	0.0416	0.0815	8.6

Razzball

Rank	Player	Proj	Actual	Error
1	Nelson Cruz	0.0539	0.1260	16.1
2	Teoscar Hernández	0.0749	0.1240	10.8
3	Randy Arozarena	0.0360	0.1628	9.9
4	Carlos Correa	0.0794	0.0327	9.7
5	Marcell Ozuna	0.0738	0.1065	9.5
6	Wil Myers	0.0651	0.1056	9.5
7	Fernando Tatis Jr.	0.0698	0.1037	9.5
8	Shogo Akiyama	0.0539	0.0000	9.3

Steamer

Rank	Player	Proj	Actual	Error
1	Teoscar Hernández	0.0752	0.1240	10.4
2	Carlos Correa	0.0788	0.0327	9.9
3	Randy Arozarena	0.0397	0.1628	9.5
4	Marcell Ozuna	0.0730	0.1065	9.3
5	Avisaíl García	0.0601	0.0152	9.0
6	Wil Myers	0.0660	0.1056	8.9
7	José Ramírez	0.0631	0.0960	8.7
8	Fernando Tatis Jr.	0.0715	0.1037	8.6

ZiPS

Rank	Player	Proj	Actual	Error
1	Franmil Reyes	0.1040	0.0612	11.6
2	Gleyber Torres	0.0920	0.0278	11.2
3	Mark Canha	0.0741	0.0352	10.8
4	Avisaíl García	0.0588	0.0152	10.2
5	Eric Thames	0.1034	0.0370	10.1
6	Carlos Correa	0.0714	0.0327	9.8
7	Randy Arozarena	0.0357	0.1628	9.2
8	Eduardo Escobar	0.0588	0.0244	8.9

BABIP

Everybody Missed for BABIP

Player	Actual	Marcel	Razzball	Steamer	ZiPS
Jeimer Candelario	0.3721	0.2832 (20.3)	0.2880 (19.3)	0.2966 (17.4)	0.2901 (18.2)
Eugenio Suárez	0.2137	0.3116 (20.3)	0.2999 (17.7)	0.2945 (16.6)	0.3023 (19.0)
Willi Castro	0.4432	0.3036 (20.9)	0.3046 (20.7)	0.3131 (19.5)	0.3086 (19.7)
Bryan Reynolds	0.2295	0.3587 (24.8)	0.3380 (20.6)	0.3435 (21.8)	0.3285 (19.2)
Marcell Ozuna	0.3907	0.3023 (26.2)	0.3026 (26.1)	0.3028 (25.9)	0.3103 (23.2)
Jose Iglesias	0.4065	0.2985 (17.7)	0.2935 (18.4)	0.2908 (18.7)	0.2885 (18.7)
Christian Yelich	0.2589	0.3450 (18.8)	0.3485 (19.8)	0.3426 (18.4)	0.3357 (17.4)
Michael Conforto	0.4118	0.2974 (28.9)	0.2881 (31.1)	0.2862 (31.4)	0.3016 (27.2)
Alec Bohm	0.4098	0.2901 (23.3)	0.2908 (23.1)	0.2838 (24.3)	0.2925 (22.3)
Travis d'Arnaud	0.4112	0.2755 (26.8)	0.2865 (24.7)	0.2865 (24.6)	0.2887 (23.7)
Max Muncy	0.2030	0.2872 (18.4)	0.2824 (17.3)	0.2864 (18.5)	0.2913 (20.3)
Salvador Perez	0.3750	0.2686 (18.1)	0.2639 (18.8)	0.2681 (18.1)	0.2636 (18.4)
Edwin Encarnación	0.1546	0.2646 (18.1)	0.2901 (22.8)	0.2642 (18.2)	0.2551 (17.0)

Individual Misses for BABIP

Marcel

Rank	Player	Proj	Actual	Error
1	Tyler O'Neill	0.3333	0.1889	21.1
2	Keston Hiura	0.3556	0.2727	18.0
3	Alex Verdugo	0.3003	0.3709	17.8
4	Dansby Swanson	0.2931	0.3503	17.7
5	J.D. Martinez	0.3428	0.2585	17.6
6	Dominic Smith	0.2900	0.3680	17.5
7	Ty France	0.2879	0.3900	17.3

Razzball

Rank	Player	Proj	Actual	Error
1	César Hernández	0.2901	0.3600	20.7
2	Dominic Smith	0.2845	0.3680	18.5
3	Franmil Reyes	0.2907	0.3551	17.8
4	Mike Yastrzemski	0.3012	0.3701	17.6
5	Willy Adames	0.3133	0.3883	17.3
6	Nelson Cruz	0.2901	0.3604	17.1
7	Ty France	0.2899	0.3900	17.0

Steamer

Rank	Player	Proj	Actual	Error
1	Dominic Smith	0.2852	0.3680	18.3
2	Willy Adames	0.3134	0.3883	17.2
3	Hunter Renfroe	0.2730	0.1410	17.1
4	Shohei Ohtani	0.3349	0.2292	16.9
5	Mike Yastrzemski	0.3061	0.3701	16.4
6	Dansby Swanson	0.2973	0.3503	16.4
7	Franmil Reyes	0.2964	0.3551	16.3

ZiPS

Rank	Player	Proj	Actual	Error
1	Shohei Ohtani	0.3516	0.2292	20.3
2	Donovan Solano	0.3084	0.3960	19.1
3	Tyler O'Neill	0.3146	0.1889	18.7
4	Hunter Renfroe	0.2762	0.1410	17.9
5	Joey Votto	0.3206	0.2348	17.7
6	Rougned Odor	0.2824	0.1566	17.7
7	Mike Yastrzemski	0.2991	0.3701	17.4

Single Rate

Everybody Missed for Single Rate

Player	Actual	Marcel	Razzball	Steamer	ZiPS
J.D. Martinez	0.1497	0.2493 (22.6)	0.2474 (22.2)	0.2453 (21.6)	0.2388 (20.3)
Kyle Lewis	0.3175	0.2162 (25.5)	0.2267 (22.9)	0.2225 (24.0)	0.2281 (22.5)
Nelson Cruz	0.3063	0.2323 (16.8)	0.2162 (20.1)	0.2445 (14.2)	0.2308 (16.9)
Eugenio Suárez	0.1453	0.2404 (21.0)	0.2254 (17.6)	0.2214 (16.6)	0.2248 (17.5)
Willi Castro	0.3750	0.2143 (23.1)	0.2296 (20.9)	0.2357 (20.1)	0.2284 (21.0)
Raimel Tapia	0.3179	0.2375 (17.5)	0.2469 (15.4)	0.2463 (15.6)	0.2481 (15.1)
Ryan Mountcastle	0.3441	0.2162 (18.5)	0.2422 (14.8)	0.2385 (15.4)	0.2353 (15.7)
Marcell Ozuna	0.2980	0.2401 (16.6)	0.2320 (18.7)	0.2327 (18.6)	0.2345 (17.9)
Travis d'Arnaud	0.3364	0.2075 (24.5)	0.2146 (23.1)	0.2148 (23.2)	0.2268 (20.8)
Alec Bohm	0.3197	0.2162 (19.4)	0.2211 (18.4)	0.2147 (19.7)	0.2245 (17.8)
Michael Conforto	0.3235	0.2187 (25.4)	0.2074 (28.0)	0.2050 (28.6)	0.2222 (24.5)
Teoscar Hernández	0.2832	0.2022 (17.7)	0.2143 (15.1)	0.2117 (15.7)	0.2110 (15.7)
Edwin Encarnación	0.1031	0.2062 (17.9)	0.2162 (19.8)	0.2007 (16.9)	0.2041 (17.6)

Individual Misses for Single Rate

Marcel

Rank	Player	Proj	Actual	Error
1	Tyler O'Neill	0.2573	0.1333	18.8
2	Bryan Reynolds	0.2571	0.1639	18.5
3	Jurickson Profar	0.1726	0.2500	16.5
4	Christian Yelich	0.2544	0.1875	15.5
5	Adam Eaton	0.2487	0.1575	15.3
6	Ronald Acuña Jr.	0.2541	0.1744	15.2
7	Matt Joyce	0.2095	0.3059	14.9

Razzball

Rank	Player	Proj	Actual	Error
1	Bryan Reynolds	0.2540	0.1639	17.9
2	Franmil Reyes	0.2181	0.2826	16.5
3	Kole Calhoun	0.2162	0.1406	16.3
4	Hunter Renfroe	0.1964	0.0769	16.1
5	Gregory Polanco	0.2162	0.1236	15.4
6	Christian Yelich	0.2536	0.1875	15.3
7	Victor Reyes	0.2162	0.2810	14.6

Steamer

Rank	Player	Proj	Actual	Error
1	Bryan Reynolds	0.2568	0.1639	18.4
2	Hunter Renfroe	0.1971	0.0769	16.1
3	Matt Joyce	0.2032	0.3059	15.8
4	Franmil Reyes	0.2231	0.2826	15.4
5	Adam Eaton	0.2464	0.1575	14.9
6	Jackie Bradley Jr.	0.2021	0.2628	14.1
7	Christian Yelich	0.2485	0.1875	14.0

ZiPS

Rank	Player	Proj	Actual	Error
1	Tyler O'Neill	0.2472	0.1333	17.3
2	Adam Eaton	0.2533	0.1575	16.2
3	Matt Joyce	0.2000	0.3059	16.2
4	Ronald Acuña Jr.	0.2566	0.1744	15.9
5	Hunter Renfroe	0.1905	0.0769	15.3
6	Jackie Bradley Jr.	0.1966	0.2628	15.2
7	Randal Grichuk	0.1811	0.2420	14.9

Double Rate

Everybody Missed for Double Rate

Player	Actual	Marcel	Razzball	Steamer	ZiPS
Matt Olson	0.0336	0.0781 (9.9)	0.0755 (9.1)	0.0793 (10.2)	0.0820 (11.5)
Kyle Lewis	0.0238	0.0811 (12.9)	0.0750 (11.2)	0.0736 (11.1)	0.0789 (13.0)
Nick Markakis	0.1415	0.0778 (9.5)	0.0681 (11.0)	0.0735 (10.1)	0.0676 (10.6)
Dominic Smith	0.1680	0.0800 (18.3)	0.0725 (19.9)	0.0728 (19.7)	0.0732 (19.1)
Keston Hiura	0.0331	0.0978 (14.9)	0.0883 (12.4)	0.0881 (12.6)	0.0882 (13.3)
Miguel Sanó	0.1446	0.0856 (12.9)	0.0857 (13.0)	0.0875 (12.5)	0.0921 (11.0)
Ji Man Choi	0.1512	0.0780 (11.2)	0.0760 (11.6)	0.0763 (11.4)	0.0714 (11.8)
Ronald Acuña Jr.	0.1279	0.0683 (12.8)	0.0695 (12.8)	0.0702 (12.5)	0.0724 (11.5)
Jason Castro	0.2000	0.0773 (11.7)	0.0681 (12.6)	0.0771 (11.7)	0.0714 (11.9)
César Hernández	0.1143	0.0558 (16.3)	0.0681 (13.3)	0.0634 (14.3)	0.0529 (16.4)
Willy Adames	0.1456	0.0634 (17.7)	0.0645 (17.6)	0.0652 (17.3)	0.0643 (16.9)
Jose Iglesias	0.1382	0.0672 (11.3)	0.0627 (12.0)	0.0623 (12.0)	0.0641 (11.3)
Corey Dickerson	0.0327	0.0949 (12.2)	0.0824 (9.4)	0.0834 (9.8)	0.0887 (11.5)
Freddie Freeman	0.1402	0.0867 (15.1)	0.0885 (14.8)	0.0877 (14.8)	0.0927 (12.8)
Josh Bell	0.0227	0.0820 (12.3)	0.0771 (11.1)	0.0791 (11.7)	0.0828 (13.1)

Individual Misses for Double Rate

Marcel

Rank	Player	Proj	Actual	Error
1	Marcell Ozuna	0.0565	0.0927	10.7
2	Christian Walker	0.0741	0.1098	9.6
3	Max Muncy	0.0727	0.0301	9.6
4	Isiah Kiner-Falefa	0.0675	0.0226	9.3
5	Juan Soto	0.0806	0.1239	9.3

Razzball

Rank	Player	Proj	Actual	Error
1	Cavan Biggio	0.0688	0.1053	10.9
2	Juan Soto	0.0777	0.1239	10.0
3	JaCoby Jones	0.0681	0.1525	9.6
4	Andrew Stevenson	0.0513	0.2500	9.6
5	Jake Cronenworth	0.0631	0.1079	9.5

Steamer

Rank	Player	Proj	Actual	Error
1	Cavan Biggio	0.0679	0.1053	10.9
2	Juan Soto	0.0794	0.1239	9.5
3	Jake Cronenworth	0.0635	0.1079	9.3
4	Miguel Cabrera	0.0715	0.0276	9.2
5	Andrew Stevenson	0.0581	0.2500	9.2

ZiPS

Rank	Player	Proj	Actual	Error
1	Cavan Biggio	0.0614	0.1053	12.0
2	Jake Cronenworth	0.0543	0.1079	10.6
3	Hunter Dozier	0.0952	0.0385	10.3
4	Marwin Gonzalez	0.0826	0.0301	10.2
5	Andrew Stevenson	0.0517	0.2500	9.4

Triple Rate

Everybody Missed for Triple Rate

Player	Actual	Marcel	Razzball	Steamer	ZiPS
Kevin Pillar	0.0186	0.0047 (3.5)	0.0033 (3.6)	0.0038 (3.5)	0.0058 (3.2)
Bryce Harper	0.0146	0.0029 (3.2)	0.0031 (3.0)	0.0028 (3.1)	0.0000 (3.9)
Jeimer Candelario	0.0233	0.0072 (3.6)	0.0092 (3.1)	0.0093 (3.0)	0.0076 (3.5)
Mike Yastrzemski	0.0315	0.0120 (4.7)	0.0122 (4.5)	0.0124 (4.5)	0.0085 (5.5)
Michael Chavis	0.0215	0.0043 (3.0)	0.0041 (2.9)	0.0043 (2.8)	0.0000 (3.6)
Trevor Story	0.0248	0.0115 (3.9)	0.0111 (3.8)	0.0112 (3.7)	0.0146 (3.0)
Kyle Tucker	0.0387	0.0061 (7.8)	0.0073 (7.4)	0.0070 (7.4)	0.0068 (7.6)
Asdrúbal Cabrera	0.0205	0.0029 (4.1)	0.0058 (3.3)	0.0028 (3.9)	0.0000 (4.7)
Harrison Bader	0.0317	0.0075 (3.2)	0.0080 (3.1)	0.0081 (3.0)	0.0099 (2.9)

Individual Misses for Triple Rate

Marcel

Rank	Player	Proj	Actual	Error
1	Jake Cronenworth	0.0058	0.0216	3.3
2	Brett Phillips	0.0058	0.0588	3.2
3	Joey Bart	0.0058	0.0323	3.1
4	Daulton Varsho	0.0058	0.0308	3.1
5	Whit Merrifield	0.0130	0.0000	3.0
6	Cedric Mullins	0.0114	0.0288	2.9
7	Trent Grisham	0.0109	0.0208	2.9
8	Jay Bruce	0.0040	0.0303	2.9
9	Tommy La Stella	0.0000	0.0110	2.9
10	George Springer	0.0029	0.0142	2.8

Razzball

Rank	Player	Proj	Actual	Error
1	Cedric Mullins	0.0000	0.0288	4.5
2	Adalberto Mondesi	0.0058	0.0207	3.7
3	Daulton Varsho	0.0000	0.0308	3.6
4	Trea Turner	0.0088	0.0214	3.5
5	Luis Robert Jr.	0.0155	0.0000	3.3
6	Andrés Giménez	0.0000	0.0227	3.1
7	Yoán Moncada	0.0117	0.0242	3.1
8	Brandon Nimmo	0.0098	0.0222	3.0
9	Isiah Kiner-Falefa	0.0049	0.0169	3.0
10	Jared Walsh	0.0000	0.0256	2.9

Steamer

Rank	Player	Proj	Actual	Error
1	Trea Turner	0.0090	0.0214	3.4
2	Yoán Moncada	0.0108	0.0242	3.3
3	Luis Robert Jr.	0.0151	0.0000	3.2
4	Cedric Mullins	0.0089	0.0288	3.2
5	Brandon Nimmo	0.0099	0.0222	2.9
6	Taylor Ward	0.0022	0.0303	2.9
7	Isiah Kiner-Falefa	0.0050	0.0169	2.9
8	Jay Bruce	0.0032	0.0303	2.9
9	Whit Merrifield	0.0115	0.0000	2.9
10	Jake Cronenworth	0.0078	0.0216	2.8

ZiPS

Rank	Player	Proj	Actual	Error
1	Luis Robert Jr.	0.0242	0.0000	5.2
2	Yoán Moncada	0.0076	0.0242	4.2
3	Aaron Hicks	0.0000	0.0160	3.7
4	Jorge Polanco	0.0172	0.0000	3.6
5	Joey Gallo	0.0167	0.0000	3.4
6	Keston Hiura	0.0147	0.0000	3.3
7	Jonathan Schoop	0.0000	0.0169	3.3
8	Taylor Ward	0.0000	0.0303	3.2
9	Matt Chapman	0.0074	0.0253	2.9
10	Jake Cronenworth	0.0078	0.0216	2.9

Run Rate

Everybody Missed for Run Rate

Player	Actual	Marcel	Razzball	Steamer	ZiPS
J.D. Martinez	0.0928	0.1570 (15.3)	0.1544 (13.4)	0.1591 (16.3)	0.1441 (13.4)
Francisco Lindor	0.1128	0.1527 (10.7)	0.1596 (11.1)	0.1520 (11.1)	0.1597 (13.9)
Jonathan Villar	0.0628	0.1316 (14.3)	0.1254 (11.9)	0.1195 (12.3)	0.1277 (14.5)
Ronald Acuña Jr.	0.2277	0.1624 (13.1)	0.1635 (14.0)	0.1569 (13.8)	0.1705 (10.5)
Dansby Swanson	0.1856	0.1178 (17.8)	0.1217 (18.2)	0.1144 (18.1)	0.1238 (14.9)
Freddie Freeman	0.1947	0.1485 (12.0)	0.1487 (13.3)	0.1416 (13.2)	0.1500 (10.3)
Jeff McNeil	0.0909	0.1389 (10.1)	0.1432 (9.9)	0.1346 (9.7)	0.1368 (10.7)
Tim Anderson	0.2036	0.1331 (15.5)	0.1385 (15.5)	0.1320 (15.3)	0.1327 (14.5)

Individual Misses for Run Rate

Marcel

Rank	Player	Proj	Actual	Error
1	Manny Machado	0.1207	0.1732	13.3
2	Fernando Tatis Jr.	0.1481	0.1946	11.9
3	Charlie Blackmon	0.1713	0.1255	11.4
4	Joey Gallo	0.1509	0.1018	11.1
5	Willie Calhoun	0.1295	0.0278	11.0
6	Rhys Hoskins	0.1310	0.1892	10.7
7	Willson Contreras	0.1169	0.1644	10.6
8	Trent Grisham	0.1267	0.1667	10.0
9	Alex Verdugo	0.1174	0.1629	10.0
10	Eric Thames	0.1422	0.0714	9.9

Razzball

Rank	Player	Proj	Actual	Error
1	Kyle Lewis	0.0911	0.1529	16.1
2	Fernando Tatis Jr.	0.1443	0.1946	14.2
3	Mike Yastrzemski	0.1176	0.1733	13.6
4	Anthony Rizzo	0.1626	0.1070	12.3
5	Trent Grisham	0.1235	0.1667	12.1
6	Luke Voit	0.1320	0.1752	11.3
7	Dylan Moore	0.1000	0.1635	10.9
8	J.P. Crawford	0.1009	0.1422	10.7
9	Juan Soto	0.1500	0.1990	10.6
10	Manny Machado	0.1376	0.1732	10.3

Steamer

Rank	Player	Proj	Actual	Error
1	Mike Yastrzemski	0.1075	0.1733	14.2
2	Kyle Lewis	0.0944	0.1529	13.5
3	Fernando Tatis Jr.	0.1426	0.1946	12.7
4	Willie Calhoun	0.1322	0.0278	11.6
5	Anthony Rizzo	0.1519	0.1070	11.5
6	Hanser Alberto	0.1000	0.1515	11.3
7	Luke Voit	0.1246	0.1752	11.2
8	Jorge Polanco	0.1417	0.0973	10.6
9	DJ LeMahieu	0.1382	0.1898	10.6
10	Marwin Gonzalez	0.1233	0.0754	10.1

ZiPS

Rank	Player	Proj	Actual	Error
1	Joey Gallo	0.1707	0.1018	16.8
2	Kyle Lewis	0.0969	0.1529	12.3
3	Willie Calhoun	0.1324	0.0278	11.9
4	José Abreu	0.1139	0.1641	11.8
5	Alex Bregman	0.1653	0.1056	11.7
6	Charlie Blackmon	0.1667	0.1255	11.5
7	Manny Machado	0.1235	0.1732	11.3
8	Gregory Polanco	0.1284	0.0690	11.2
9	Eric Thames	0.1465	0.0714	11.2
10	Miguel Cabrera	0.0719	0.1212	10.2

RBI Rate

Everybody Missed for RBI Rate

Player	Actual	Marcel	Razzball	Steamer	ZiPS
J.D. Martinez	0.1139	0.1758 (14.9)	0.1933 (16.3)	0.1767 (13.8)	0.1667 (13.0)
Dominic Smith	0.2111	0.1153 (18.9)	0.1261 (19.0)	0.1184 (19.4)	0.1129 (19.1)
José Abreu	0.2290	0.1546 (19.2)	0.1649 (19.6)	0.1554 (20.5)	0.1561 (18.5)
Christian Yelich	0.0891	0.1495 (15.2)	0.1641 (15.9)	0.1586 (16.0)	0.1674 (19.9)
Luke Voit	0.2222	0.1359 (20.0)	0.1350 (22.9)	0.1320 (22.2)	0.1467 (17.2)
Eric Hosmer	0.2308	0.1288 (15.8)	0.1200 (18.9)	0.1270 (16.9)	0.1369 (14.3)

Individual Misses for RBI Rate

Marcel

Rank	Player	Proj	Actual	Error
1	Kyle Tucker	0.1151	0.1842	15.6
2	Wil Myers	0.1130	0.1835	15.2
3	Jared Walsh	0.1016	0.2407	14.9
4	Marcell Ozuna	0.1549	0.2097	14.4
5	Kole Calhoun	0.1117	0.1754	14.3
6	Trea Turner	0.1027	0.1583	14.2
7	Freddie Freeman	0.1501	0.2023	13.4
8	Shogo Akiyama	0.1200	0.0492	13.1
9	Eduardo Escobar	0.1478	0.0901	13.0
10	Avisaíl García	0.1329	0.0725	12.7

Razzball

Rank	Player	Proj	Actual	Error
1	Cody Bellinger	0.2000	0.1235	16.0
2	Wil Myers	0.1205	0.1835	16.0
3	Brian Anderson	0.1082	0.1659	15.6
4	Mike Yastrzemski	0.0982	0.1556	15.3
5	Kole Calhoun	0.1200	0.1754	15.0
6	Fernando Tatis Jr.	0.1294	0.1751	14.5
7	Didi Gregorius	0.1200	0.1688	14.1
8	Austin Nola	0.0871	0.1522	13.9
9	Kyle Tucker	0.1350	0.1842	13.6
10	Marcell Ozuna	0.1696	0.2097	13.5

Steamer

Rank	Player	Proj	Actual	Error
1	Marcell Ozuna	0.1542	0.2097	16.1
2	Fernando Tatis Jr.	0.1187	0.1751	15.7
3	Wil Myers	0.1164	0.1835	15.7
4	Trea Turner	0.1074	0.1583	14.4
5	Brian Anderson	0.1093	0.1659	14.0
6	Freddie Freeman	0.1544	0.2023	13.8
7	Francisco Lindor	0.1574	0.1015	13.6
8	Kole Calhoun	0.1207	0.1754	13.6
9	David Bote	0.1115	0.2000	13.5
10	Alex Verdugo	0.1320	0.0679	13.1

ZiPS

Rank	Player	Proj	Actual	Error
1	Max Muncy	0.1753	0.1089	17.0
2	Avisaíl García	0.1503	0.0725	16.5
3	Eduardo Escobar	0.1609	0.0901	16.2
4	Anthony Rizzo	0.1630	0.0988	16.1
5	Cody Bellinger	0.1849	0.1235	15.4
6	Javier Báez	0.1651	0.1021	15.3
7	Josh Bell	0.1644	0.0987	15.1
8	Carlos Correa	0.1792	0.1131	15.1
9	Miguel Sanó	0.1899	0.1220	14.4
10	Todd Frazier	0.1505	0.0698	14.3

Stolen Base Rate

Everybody Missed for Stolen Base Rate

Player	Actual	Marcel	Razzball	Steamer	ZiPS
Scott Heineman	0.5000	0.0545 (24.1)	0.0822 (22.7)	0.0817 (22.7)	0.1053 (21.7)
Roman Quinn	0.5000	0.1692 (38.5)	0.0561 (51.9)	0.1888 (36.4)	0.3000 (24.1)
Monte Harrison	0.6000	0.0561 (27.8)	0.0561 (27.9)	0.1574 (22.7)	0.2162 (20.0)
Billy Hamilton	1.2000	0.2571 (34.0)	0.0561 (41.3)	0.2409 (34.6)	0.3095 (32.3)
Amed Rosario	0.0000	0.1357 (19.8)	0.1421 (20.4)	0.1393 (20.1)	0.1455 (20.2)
Robbie Grossman	0.1818	0.0379 (27.8)	0.0470 (26.5)	0.0462 (26.5)	0.0435 (28.0)
Dylan Moore	0.3000	0.1154 (29.5)	0.1744 (20.5)	0.1667 (21.6)	0.1935 (18.2)
Trevor Story	0.2344	0.1324 (26.6)	0.1307 (27.7)	0.1345 (26.5)	0.1321 (28.5)
Manuel Margot	0.2857	0.1296 (24.9)	0.1429 (23.2)	0.1402 (23.5)	0.1628 (20.8)
Trent Grisham	0.1493	0.0405 (27.6)	0.0661 (21.7)	0.0660 (21.6)	0.0727 (21.2)

Individual Misses for Stolen Base Rate

Marcel

Rank	Player	Proj	Actual	Error
1	Adalberto Mondesi	0.3750	0.5000	29.3
2	Luis Robert Jr.	0.0561	0.1837	29.1
3	Leody Taveras	0.0561	0.2667	28.3
4	Andrés Giménez	0.0561	0.2222	22.0
5	Brett Phillips	0.0561	0.4286	22.0
6	Cedric Mullins	0.0517	0.1892	21.1
7	Tommy Edman	0.1263	0.0339	20.8
8	Myles Straw	0.1233	0.3529	19.8
9	Anderson Tejeda	0.0561	0.3077	19.4
10	Anthony Alford	0.0816	0.7500	19.4

Razzball

Rank	Player	Proj	Actual	Error
1	Adalberto Mondesi	0.0561	0.5000	104.2
2	Jonathan Villar	0.0561	0.2909	49.2
3	Jarrod Dyson	0.0561	0.4000	22.9
4	Niko Goodrum	0.0888	0.2059	21.5
5	Xander Bogaerts	0.0346	0.1270	21.5
6	Kevin Newman	0.1228	0.0000	20.6
7	Victor Reyes	0.0561	0.1481	20.3
8	Anthony Alford	0.0561	0.7500	20.2
9	Anderson Tejeda	0.0561	0.3077	19.6
10	Austin Slater	0.0520	0.2353	19.4

Steamer

Rank	Player	Proj	Actual	Error
1	Adalberto Mondesi	0.3691	0.5000	31.1
2	Xander Bogaerts	0.0335	0.1270	21.6
3	Kevin Newman	0.1233	0.0000	20.8
4	Niko Goodrum	0.0947	0.2059	20.4
5	Austin Slater	0.0503	0.2353	19.5
6	Jonathan Villar	0.2004	0.2909	19.3
7	Brett Phillips	0.1052	0.4286	19.2
8	Victor Robles	0.1885	0.0870	18.7
9	Tommy Edman	0.1171	0.0339	18.3
10	Leody Taveras	0.1340	0.2667	18.1

ZiPS

Rank	Player	Proj	Actual	Error
1	Trea Turner	0.2712	0.1690	24.5
2	Ramón Laureano	0.1463	0.0333	23.4
3	Tommy Edman	0.1373	0.0339	21.7
4	Michael A. Taylor	0.2222	0.0000	21.2
5	Wil Myers	0.1429	0.0435	20.0
6	Niko Goodrum	0.1026	0.2059	19.9
7	Xander Bogaerts	0.0476	0.1270	19.6
8	Victor Robles	0.1964	0.0870	19.2
9	Yoán Moncada	0.0893	0.0000	18.8
10	Austin Slater	0.0652	0.2353	18.5

Batting Average

Everybody Missed for Batting Average

Player	Actual	Marcel	Razzball	Steamer	ZiPS
J.D. Martinez	0.2133	0.3043 (18.8)	0.2981 (16.0)	0.2984 (16.6)	0.2908 (17.1)
DJ LeMahieu	0.3641	0.2992 (16.6)	0.2894 (19.9)	0.2853 (20.3)	0.2944 (16.2)
Willi Castro	0.3488	0.2447 (16.2)	0.2559 (15.4)	0.2576 (14.9)	0.2535 (14.1)
Bryan Reynolds	0.1892	0.2943 (19.4)	0.2829 (15.9)	0.2882 (17.4)	0.2632 (14.3)
Marcell Ozuna	0.3377	0.2712 (20.9)	0.2746 (21.5)	0.2743 (21.0)	0.2814 (16.4)
Jose Iglesias	0.3732	0.2704 (17.2)	0.2689 (18.3)	0.2689 (17.9)	0.2667 (16.8)
Christian Yelich	0.2050	0.3056 (21.9)	0.3106 (21.8)	0.3063 (21.3)	0.3000 (22.2)
Michael Conforto	0.3218	0.2554 (18.2)	0.2523 (20.2)	0.2525 (19.7)	0.2565 (16.4)
Alec Bohm	0.3375	0.2444 (18.9)	0.2703 (15.2)	0.2638 (16.0)	0.2646 (14.1)
Salvador Perez	0.3333	0.2500 (14.9)	0.2488 (15.9)	0.2529 (14.9)	0.2467 (14.3)
Trea Turner	0.3348	0.2788 (17.6)	0.2885 (16.5)	0.2887 (15.9)	0.2804 (15.4)

Individual Misses for Batting Average

Marcel

Rank	Player	Proj	Actual	Error
1	Jeimer Candelario	0.2283	0.2973	16.7
2	Dominic Smith	0.2466	0.3164	16.3
3	Juan Soto	0.2801	0.3506	16.2
4	Jose Altuve	0.3075	0.2188	16.1
5	Travis d'Arnaud	0.2493	0.3212	15.4
6	Freddie Freeman	0.2946	0.3411	15.3
7	Javier Báez	0.2779	0.2027	14.9
8	Gregory Polanco	0.2500	0.1529	14.8
9	Edwin Encarnación	0.2506	0.1572	14.7

Razzball

Rank	Player	Proj	Actual	Error
1	Dominic Smith	0.2450	0.3164	17.6
2	Freddie Freeman	0.2915	0.3411	17.5
3	Mike Yastrzemski	0.2411	0.2969	16.4
4	Nelson Cruz	0.2444	0.3027	16.2
5	Robinson Canó	0.2444	0.3158	16.1
6	Wil Myers	0.2329	0.2879	15.7
7	Jeimer Candelario	0.2393	0.2973	15.5
8	Teoscar Hernández	0.2322	0.2895	15.4
9	Juan Soto	0.2893	0.3506	15.4

Steamer

Rank	Player	Proj	Actual	Error
1	Dominic Smith	0.2437	0.3164	17.5
2	Freddie Freeman	0.2912	0.3411	17.1
3	Mike Yastrzemski	0.2446	0.2969	15.2
4	Wil Myers	0.2337	0.2879	15.1
5	Teoscar Hernández	0.2321	0.2895	15.0
6	Travis d'Arnaud	0.2565	0.3212	14.7
7	Juan Soto	0.2917	0.3506	14.5
8	Gary Sánchez	0.2423	0.1474	14.2
9	José Abreu	0.2779	0.3167	14.1

ZiPS

Rank	Player	Proj	Actual	Error
1	Jose Altuve	0.3035	0.2188	16.7
2	Gary Sánchez	0.2418	0.1474	15.9
3	Shohei Ohtani	0.2837	0.1895	15.6
4	Javier Báez	0.2732	0.2027	15.3
5	Gregory Polanco	0.2443	0.1529	15.0
6	Edwin Encarnación	0.2414	0.1572	14.3
7	Donovan Solano	0.2615	0.3263	14.2
8	Jo Adell	0.2727	0.1613	14.0
9	José Abreu	0.2685	0.3167	14.0

On-Base Percentage

Everybody Missed for On-Base Percentage

Player	Actual	Marcel	Razzball	Steamer	ZiPS
J.D. Martinez	0.2911	0.3788 (19.5)	0.3736 (16.9)	0.3754 (18.0)	0.3649 (18.7)
Juan Soto	0.4898	0.3881 (21.0)	0.4026 (19.3)	0.4059 (18.1)	0.4143 (13.8)
Javier Báez	0.2383	0.3187 (17.6)	0.3173 (16.0)	0.3143 (15.9)	0.3119 (18.5)
DJ LeMahieu	0.4213	0.3523 (16.1)	0.3476 (18.3)	0.3443 (18.4)	0.3462 (15.1)
Mike Yastrzemski	0.4000	0.3292 (17.1)	0.3128 (22.1)	0.3158 (20.8)	0.3105 (19.0)
Gregory Polanco	0.2139	0.3204 (17.6)	0.3218 (16.9)	0.3257 (18.0)	0.3243 (20.1)
Marcell Ozuna	0.4307	0.3383 (26.1)	0.3420 (26.6)	0.3416 (26.0)	0.3484 (20.6)
Jose Iglesias	0.4000	0.3097 (14.4)	0.3074 (15.5)	0.3081 (15.0)	0.3037 (13.7)
Freddie Freeman	0.4618	0.3807 (22.7)	0.3828 (23.6)	0.3839 (22.6)	0.3917 (17.0)

Individual Misses for On-Base Percentage

Marcel

Rank	Player	Proj	Actual	Error
1	Jose Altuve	0.3717	0.2857	16.9
2	Edwin Encarnación	0.3484	0.2500	16.8
3	Bryan Reynolds	0.3595	0.2754	16.4
4	Brandon Belt	0.3394	0.4246	16.2
5	Alec Bohm	0.3218	0.4000	15.1
6	Travis d'Arnaud	0.3096	0.3859	15.0
7	Trea Turner	0.3422	0.3938	14.8
8	Michael Conforto	0.3563	0.4120	14.2
9	Dominic Smith	0.3115	0.3769	14.1
10	Jo Adell	0.3218	0.2121	13.8

Razzball

Rank	Player	Proj	Actual	Error
1	Kyle Lewis	0.2898	0.3636	20.5
2	Nelson Cruz	0.3218	0.3972	18.5
3	Dominic Smith	0.3061	0.3769	16.3
4	Michael Conforto	0.3563	0.4120	15.5
5	Travis d'Arnaud	0.3151	0.3859	15.1
6	Will Smith	0.3026	0.4015	15.0
7	Mark Canha	0.3372	0.3868	14.7
8	Alec Bohm	0.3295	0.4000	14.7
9	Clint Frazier	0.3136	0.3937	14.6
10	Brandon Belt	0.3546	0.4246	14.5

Steamer

Rank	Player	Proj	Actual	Error
1	Kyle Lewis	0.2901	0.3636	19.8
2	Edwin Encarnación	0.3471	0.2500	16.0
3	Dominic Smith	0.3056	0.3769	15.9
4	Alec Bohm	0.3239	0.4000	15.2
5	Clint Frazier	0.3088	0.3937	14.9
6	Travis d'Arnaud	0.3153	0.3859	14.5
7	Will Smith	0.3050	0.4015	14.4
8	Michael Conforto	0.3588	0.4120	14.4
9	Jose Altuve	0.3608	0.2857	14.0
10	Bryan Reynolds	0.3507	0.2754	13.9

ZiPS

Rank	Player	Proj	Actual	Error
1	Kyle Lewis	0.2806	0.3636	18.9
2	Jose Altuve	0.3649	0.2857	17.7
3	Edwin Encarnación	0.3393	0.2500	17.1
4	Jo Adell	0.3260	0.2121	15.7
5	Cody Bellinger	0.3908	0.3333	15.2
6	Rougned Odor	0.3049	0.2095	14.9
7	Adam Eaton	0.3619	0.2849	14.5
8	Clint Frazier	0.2983	0.3937	14.4
9	Brandon Belt	0.3420	0.4246	13.9
10	Justin Smoak	0.3481	0.2500	13.6

Slugging Percentage

Everybody Missed for Slugging Percentage

Player	Actual	Marcel	Razzball	Steamer	ZiPS
J.D. Martinez	0.3886	0.5814 (41.4)	0.5720 (35.0)	0.5740 (37.1)	0.5459 (37.5)
DJ LeMahieu	0.5897	0.4564 (32.7)	0.4389 (40.3)	0.4349 (39.7)	0.4346 (33.3)
Dominic Smith	0.6158	0.4521 (36.1)	0.4240 (45.3)	0.4216 (44.4)	0.4094 (40.9)
José Abreu	0.6167	0.4954 (36.5)	0.5096 (37.4)	0.5013 (37.8)	0.4722 (37.6)
Marcell Ozuna	0.6360	0.4700 (49.1)	0.4995 (46.0)	0.4969 (44.8)	0.5075 (34.1)
Wil Myers	0.6061	0.4376 (40.6)	0.4216 (48.0)	0.4235 (46.1)	0.4438 (35.2)
Brandon Belt	0.5906	0.4198 (33.8)	0.4394 (33.5)	0.4452 (31.2)	0.4182 (30.7)
Trea Turner	0.5880	0.4522 (39.8)	0.4693 (40.0)	0.4686 (38.4)	0.4579 (33.5)

Individual Misses for Slugging Percentage

Marcel

Rank	Player	Proj	Actual	Error
1	Juan Soto	0.5148	0.6948	38.8
2	Luke Voit	0.4755	0.6103	35.7
3	Freddie Freeman	0.5272	0.6402	34.3
4	Corey Seager	0.4658	0.5849	31.8
5	Javier Báez	0.5127	0.3604	31.6
6	Salvador Perez	0.4492	0.6333	31.5
7	Jose Altuve	0.5021	0.3438	29.5
8	Eduardo Escobar	0.4846	0.3350	29.2
9	Manny Machado	0.4834	0.5804	29.2
10	Kole Calhoun	0.4194	0.5263	28.5

Razzball

Rank	Player	Proj	Actual	Error
1	Nelson Cruz	0.4181	0.5946	45.4
2	Luke Voit	0.4535	0.6103	45.1
3	Mike Yastrzemski	0.4124	0.5677	43.0
4	Teoscar Hernández	0.4380	0.5789	36.6
5	Juan Soto	0.5515	0.6948	35.1
6	Freddie Freeman	0.5420	0.6402	35.1
7	Alex Dickerson	0.4181	0.5762	33.0
8	Kole Calhoun	0.4181	0.5263	32.8
9	Salvador Perez	0.4622	0.6333	32.3
10	Ke'Bryan Hayes	0.3818	0.6824	32.0

Steamer

Rank	Player	Proj	Actual	Error
1	Luke Voit	0.4467	0.6103	45.0
2	Mike Yastrzemski	0.4198	0.5677	39.8
3	Teoscar Hernández	0.4401	0.5789	34.7
4	Freddie Freeman	0.5405	0.6402	33.6
5	Juan Soto	0.5549	0.6948	33.1
6	Ke'Bryan Hayes	0.3861	0.6824	30.9
7	Corey Seager	0.4816	0.5849	30.6
8	Salvador Perez	0.4691	0.6333	30.1
9	AJ Pollock	0.4532	0.5663	29.8
10	Jose Iglesias	0.3888	0.5563	29.4

ZiPS

Rank	Player	Proj	Actual	Error
1	Joey Gallo	0.5662	0.3782	42.7
2	Eduardo Escobar	0.5000	0.3350	36.8
3	Javier Báez	0.5122	0.3604	35.9
4	Christian Yelich	0.5700	0.4300	34.8
5	Jose Altuve	0.5025	0.3438	33.5
6	Avisaíl García	0.4749	0.3260	31.0
7	Cody Bellinger	0.5813	0.4554	30.8
8	Josh Bell	0.4974	0.3641	29.9
9	Francisco Lindor	0.5254	0.4153	29.5
10	Mike Yastrzemski	0.4360	0.5677	29.4

Pitching Projection Accuracy

Batters Faced (BF)

Everybody Missed for Batters Faced (BF)

Player	Actual	Marcel	Razzball	Steamer	ZiPS
Michael Soroka	57	640 (583.0)	268 (210.6)	299 (242.5)	273 (216.0)
Joey Lucchesi	32	662 (630.0)	248 (215.7)	267 (235.4)	233 (201.0)
Justin Verlander	21	744 (723.0)	271 (250.0)	275 (254.0)	281 (260.0)
Mike Foltynewicz	16	576 (560.0)	268 (252.4)	272 (255.8)	252 (236.0)

Individual Misses for Batters Faced (BF)

Marcel

Rank	Player	Proj	Actual	Error
1	Stephen Strasburg	722	23	699.0
2	Jose Quintana	692	41	651.0
3	Reynaldo López	751	121	630.0
4	Iván Nova	716	88	628.0
5	Homer Bailey	656	33	623.0
6	Cole Hamels	625	14	611.0
7	Jakob Junis	717	114	603.0
8	Jake Odorizzi	658	60	598.0
9	Eric Lauer	649	61	588.0
10	Wade Miley	647	67	580.0

Razzball

Rank	Player	Proj	Actual	Error
1	Adam Wainwright	1	262	261.0
2	Rick Porcello	1	261	260.0
3	Alec Mills	1	252	251.0
4	Justus Sheffield	1	232	231.0
5	Kris Bubic	1	222	221.0
6	Tanner Roark	1	220	219.0
7	Tyler Anderson	43	260	217.5
8	Framber Valdez	71	288	216.8
9	Cristian Javier	1	214	213.0
10	Garrett Richards	1	213	212.0

Steamer

Rank	Player	Proj	Actual	Error
1	Stephen Strasburg	308	23	285.5
2	Corey Kluber	284	3	281.1
3	Jeff Samardzija	309	77	231.5
4	Caleb Smith	290	60	230.1
5	Kris Bubic	5	222	217.5
6	Mike Montgomery	231	23	207.6
7	Cole Hamels	220	14	206.4
8	Jake Odorizzi	260	60	200.2
9	Homer Bailey	228	33	195.5
10	Cristian Javier	28	214	186.0

ZiPS

Rank	Player	Proj	Actual	Error
1	Stephen Strasburg	282	23	259.0
2	Bernardo Flores Jr.	245	10	235.0
3	Ariel Jurado	248	21	227.0
4	Corey Kluber	227	3	224.0
5	Jose Quintana	264	41	223.0
6	Kris Bubic	1	222	221.0
7	Foster Griffin	220	6	214.0
8	Cole Hamels	227	14	213.0
9	Alex McRae	221	10	211.0
10	Antonio Santos	238	35	203.0

wOBA

Individual Misses for wOBA

Marcel

Rank	Player	Proj	Actual	Error
1	Corbin Burnes	0.3429	0.2387	25.4
2	Shane Bieber	0.3029	0.2216	24.7
3	Dinelson Lamet	0.3149	0.2247	24.5
4	Trevor Bauer	0.3077	0.2287	22.5
5	Kenta Maeda	0.2984	0.2188	20.2
6	Tanner Roark	0.3277	0.4173	19.3
7	Jordan Yamamoto	0.3060	0.5962	19.3
8	Robbie Ray	0.3156	0.3912	18.5
9	Patrick Corbin	0.2948	0.3580	18.1
10	Dylan Bundy	0.3339	0.2682	18.0

Razzball

Rank	Player	Proj	Actual	Error
1	Adam Wainwright	0.3198	0.2773	59.4
2	Justus Sheffield	0.3198	0.2846	50.9
3	Cristian Javier	0.3198	0.2804	47.8
4	Alec Mills	0.3198	0.3162	47.3
5	Rick Porcello	0.3198	0.3400	42.8
6	Steven Brault	0.3198	0.2669	42.2
7	Garrett Richards	0.3198	0.3133	40.6
8	Kris Bubic	0.3198	0.3379	36.9
9	Masahiro Tanaka	0.3198	0.3188	36.5
10	Josh Lindblom	0.3198	0.3186	35.4

Steamer

Rank	Player	Proj	Actual	Error
1	Kenta Maeda	0.3100	0.2188	26.3
2	Trevor Bauer	0.2965	0.2287	22.9
3	Corbin Burnes	0.3135	0.2387	21.5
4	Brad Keller	0.3189	0.2356	21.1
5	Shane Bieber	0.2777	0.2216	21.0
6	Dallas Keuchel	0.3124	0.2470	20.6
7	Dinelson Lamet	0.2863	0.2247	20.4
8	Zach Plesac	0.3218	0.2412	19.6
9	Robbie Ray	0.3001	0.3912	19.2
10	Zach Davies	0.3272	0.2725	19.1

ZiPS

Rank	Player	Proj	Actual	Error
1	Dinelson Lamet	0.2930	0.2247	22.8
2	Robbie Ray	0.2868	0.3912	21.9
3	Tanner Roark	0.3023	0.4173	21.6
4	Kenta Maeda	0.2876	0.2188	21.3
5	Shane Bieber	0.2742	0.2216	20.7
6	Tony Gonsolin	0.3241	0.2247	20.5
7	Trevor Bauer	0.2831	0.2287	19.9
8	Matthew Boyd	0.2897	0.3763	18.9
9	Jordan Yamamoto	0.2995	0.5962	18.7
10	Trevor Williams	0.2894	0.3803	18.6

Strikeout Rate

Everybody Missed for Strikeout Rate

Player	Actual	Marcel	Razzball	Steamer	ZiPS
Joe Musgrove	0.3313	0.2171 (17.9)	0.2022 (19.7)	0.2013 (19.3)	0.2131 (16.9)
Corbin Burnes	0.3667	0.2480 (27.0)	0.2213 (32.4)	0.2162 (32.9)	0.2566 (22.4)
Trevor Bauer	0.3597	0.2719 (22.7)	0.2638 (23.7)	0.2617 (23.5)	0.2715 (19.9)
Zach Eflin	0.2857	0.2003 (19.4)	0.1759 (24.3)	0.1748 (23.9)	0.1926 (18.7)
Jacob deGrom	0.3881	0.2967 (22.8)	0.2966 (21.7)	0.2957 (21.1)	0.2986 (19.5)
Jordan Lyles	0.1353	0.2296 (26.7)	0.2042 (21.1)	0.2054 (22.2)	0.2200 (27.0)
Aaron Nola	0.3322	0.2598 (19.1)	0.2498 (20.8)	0.2483 (20.3)	0.2590 (16.3)
Jon Gray	0.1264	0.2365 (20.2)	0.2220 (18.4)	0.2270 (19.8)	0.2351 (21.8)
Shane Bieber	0.4108	0.2701 (39.9)	0.2656 (40.0)	0.2595 (40.9)	0.2633 (38.8)
Patrick Corbin	0.2034	0.2691 (21.2)	0.2586 (19.4)	0.2566 (19.7)	0.2630 (22.5)
Kevin Gausman	0.3224	0.2210 (23.3)	0.2013 (27.1)	0.2036 (25.8)	0.2292 (18.8)
Devin Williams	0.5300	0.2199 (30.4)	0.2281 (29.1)	0.2280 (28.8)	0.2710 (24.2)
Dylan Cease	0.1725	0.2367 (17.9)	0.2441 (20.9)	0.2399 (20.6)	0.2271 (18.2)

Individual Misses for Strikeout Rate

Marcel

Rank	Player	Proj	Actual	Error
1	James Karinchak	0.2314	0.4862	27.1
2	Tyler Glasnow	0.2633	0.3824	26.9
3	Lucas Giolito	0.2458	0.3368	24.4
4	Ryan Castellani	0.2348	0.1323	20.6
5	Tyler Anderson	0.2225	0.1577	18.5
6	Daniel Castano	0.2348	0.0952	18.4
7	Randy Dobnak	0.2196	0.1350	18.2

Razzball

Rank	Player	Proj	Actual	Error
1	Zach Davies	0.1392	0.2283	21.7
2	Ryan Castellani	0.2348	0.1323	21.4
3	Kenta Maeda	0.2336	0.3226	19.5
4	Thomas Eshelman	0.2348	0.1119	19.1
5	Daniel Castano	0.2348	0.0952	18.9
6	Ryan Weber	0.2348	0.1459	18.4
7	Luke Jackson	0.2758	0.1515	17.8

Steamer

Rank	Player	Proj	Actual	Error
1	Zach Davies	0.1408	0.2283	20.4
2	Kenta Maeda	0.2309	0.3226	19.4
3	Tejay Antone	0.1703	0.3191	19.1
4	Luke Jackson	0.2758	0.1515	18.2
5	Tyler Anderson	0.2127	0.1577	17.8
6	Zack Wheeler	0.2293	0.1840	16.9
7	Tyler Glasnow	0.2984	0.3824	16.8

ZiPS

Rank	Player	Proj	Actual	Error
1	Tyler Anderson	0.2340	0.1577	24.2
2	Luke Jackson	0.2931	0.1515	20.9
3	Julio Urías	0.2656	0.2009	18.2
4	Germán Márquez	0.2473	0.2122	17.8
5	Tejay Antone	0.1781	0.3191	17.5
6	Rich Hill	0.2868	0.1987	16.3
7	Jon Lester	0.2033	0.1585	16.3

Walk Rate

Everybody Missed for Walk Rate

Player	Actual	Marcel	Razzball	Steamer	ZiPS
Framber Valdez	0.0556	0.1140 (19.2)	0.1110 (18.5)	0.1112 (18.3)	0.1186 (18.5)
Mitch Keller	0.2069	0.0807 (10.3)	0.0889 (9.5)	0.0856 (9.9)	0.0921 (9.9)
Justin Dunn	0.1566	0.1004 (9.5)	0.1007 (9.3)	0.0964 (10.4)	0.0972 (11.5)
Robbie Ray	0.1793	0.1090 (15.6)	0.1103 (15.1)	0.1075 (16.1)	0.1098 (17.1)
Tyler Zuber	0.2020	0.0916 (10.1)	0.0990 (9.3)	0.0985 (9.5)	0.0941 (10.6)
Yu Darvish	0.0471	0.0825 (12.9)	0.0815 (12.8)	0.0817 (12.6)	0.0753 (8.7)
Marco Gonzales	0.0253	0.0646 (13.1)	0.0647 (13.3)	0.0616 (12.2)	0.0618 (10.5)
Kyle Hendricks	0.0254	0.0577 (12.7)	0.0562 (12.4)	0.0563 (12.2)	0.0526 (9.0)
Kenta Maeda	0.0403	0.0794 (11.7)	0.0817 (12.4)	0.0839 (12.7)	0.0880 (12.1)
Tony Gonsolin	0.0398	0.0873 (9.8)	0.0868 (9.8)	0.0903 (10.2)	0.1013 (11.0)
Zach Plesac	0.0291	0.0851 (13.2)	0.0707 (10.4)	0.0739 (10.8)	0.0731 (9.3)

Individual Misses for Walk Rate

Marcel

Rank	Player	Proj	Actual	Error
1	Antonio Senzatela	0.0894	0.0594	11.5
2	Aaron Civale	0.0796	0.0513	11.3
3	Nathan Eovaldi	0.0823	0.0352	11.0
4	Yohan Ramírez	0.0916	0.2128	10.6
5	Andre Scrubb	0.0916	0.1961	9.8
6	Adam Wainwright	0.0856	0.0573	9.5
7	Geoff Hartlieb	0.0890	0.1881	9.2
8	Sean Manaea	0.0684	0.0360	9.0
9	Trevor Bauer	0.0851	0.0612	8.9

Razzball

Rank	Player	Proj	Actual	Error
1	Antonio Senzatela	0.0901	0.0594	11.9
2	Masahiro Tanaka	0.0916	0.0406	11.7
3	Adam Wainwright	0.0916	0.0573	11.3
4	Rick Porcello	0.0916	0.0575	11.2
5	Trevor Bauer	0.0884	0.0612	10.0
6	Andre Scrubb	0.0916	0.1961	9.8
7	Nathan Eovaldi	0.0755	0.0352	9.7
8	Chad Kuhl	0.0840	0.1421	9.7
9	Sean Manaea	0.0695	0.0360	9.4

Steamer

Rank	Player	Proj	Actual	Error
1	Deivi García	0.1107	0.0411	11.3
2	Antonio Senzatela	0.0877	0.0594	10.9
3	Chad Kuhl	0.0812	0.1421	10.5
4	Nathan Eovaldi	0.0771	0.0352	9.9
5	Cristian Javier	0.1222	0.0841	9.8
6	Trevor Bauer	0.0882	0.0612	9.7
7	John Curtiss	0.1201	0.0303	9.7
8	Adam Wainwright	0.0838	0.0573	9.0
9	Sean Manaea	0.0678	0.0360	8.8

ZiPS

Rank	Player	Proj	Actual	Error
1	Tyler Matzek	0.2632	0.0826	22.0
2	Cristian Javier	0.1512	0.0841	14.6
3	Carlos Carrasco	0.0537	0.0964	11.6
4	John Curtiss	0.1446	0.0303	11.4
5	Deivi García	0.1167	0.0411	11.2
6	Dinelson Lamet	0.1111	0.0749	10.0
7	Greg Holland	0.1449	0.0625	9.4
8	Johnny Cueto	0.0595	0.0939	9.2
9	Trevor Rosenthal	0.1864	0.0879	9.1

Hit By Pitch Rate

Everybody Missed for Hit By Pitch Rate

Player	Actual	Marcel	Razzball	Steamer	ZiPS
Germán Márquez	0.0000	0.0084 (3.6)	0.0096 (4.2)	0.0096 (4.2)	0.0106 (4.4)
Joe Jiménez	0.0495	0.0111 (3.7)	0.0109 (3.6)	0.0107 (3.7)	0.0102 (3.8)
Nick Wittgren	0.0510	0.0041 (4.4)	0.0123 (3.5)	0.0080 (4.0)	0.0000 (4.8)
Madison Bumgarner	0.0316	0.0110 (3.5)	0.0099 (3.6)	0.0100 (3.6)	0.0108 (3.5)
Zac Grotz	0.0870	0.0138 (3.3)	0.0123 (3.3)	0.0115 (3.4)	0.0083 (3.5)
Zack Wheeler	0.0243	0.0068 (4.4)	0.0082 (3.9)	0.0082 (3.9)	0.0071 (4.4)
Max Scherzer	0.0034	0.0121 (3.2)	0.0109 (3.0)	0.0107 (2.9)	0.0116 (3.1)
Johan Oviedo	0.0446	0.0123 (3.4)	0.0123 (3.3)	0.0106 (3.5)	0.0132 (3.3)
Matt Strahm	0.0602	0.0122 (3.8)	0.0120 (3.8)	0.0116 (3.8)	0.0126 (3.8)
Casey Mize	0.0376	0.0123 (3.1)	0.0120 (3.1)	0.0113 (3.2)	0.0126 (3.0)
Ryan Yarbrough	0.0299	0.0138 (3.3)	0.0121 (3.6)	0.0122 (3.6)	0.0126 (3.6)
Logan Webb	0.0285	0.0085 (4.4)	0.0087 (4.2)	0.0086 (4.3)	0.0123 (3.5)
Jared Hughes	0.0459	0.0109 (3.6)	0.0123 (3.4)	0.0107 (3.6)	0.0100 (3.7)

Individual Misses for Hit By Pitch Rate

Marcel

Rank	Player	Proj	Actual	Error
1	Alec Mills	0.0202	0.0079	3.6
2	Julio Urías	0.0126	0.0000	3.3
3	Chris Bassitt	0.0180	0.0077	3.3
4	Griffin Canning	0.0154	0.0042	3.2
5	Spencer Turnbull	0.0185	0.0083	3.0
6	Jonathan Loáisiga	0.0084	0.0400	2.9
7	Phil Maton	0.0094	0.0417	2.9

Razzball

Rank	Player	Proj	Actual	Error
1	Zach Davies	0.0086	0.0000	3.1
2	Touki Toussaint	0.0137	0.0417	3.0
3	Julio Urías	0.0110	0.0000	3.0
4	Kyle Hendricks	0.0099	0.0032	2.9
5	Génesis Cabrera	0.0088	0.0417	2.9
6	Kenta Maeda	0.0091	0.0000	2.9
7	Dustin May	0.0148	0.0045	2.9

Steamer

Rank	Player	Proj	Actual	Error
1	Zach Davies	0.0087	0.0000	3.1
2	Julio Urías	0.0108	0.0000	3.0
3	Touki Toussaint	0.0146	0.0417	3.0
4	Kyle Hendricks	0.0100	0.0032	2.9
5	Dustin May	0.0150	0.0045	2.9
6	Kenta Maeda	0.0092	0.0000	2.9
7	Génesis Cabrera	0.0097	0.0417	2.8

ZiPS

Rank	Player	Proj	Actual	Error
1	Griffin Canning	0.0233	0.0042	5.0
2	Spencer Turnbull	0.0250	0.0083	4.6
3	Ryan Castellani	0.0068	0.0265	3.3
4	Kyle Hendricks	0.0113	0.0032	3.2
5	Pablo López	0.0195	0.0083	3.2
6	Taylor Clarke	0.0145	0.0000	3.0
7	Touki Toussaint	0.0152	0.0417	2.9

Home Run Rate

Everybody Missed for Home Run Rate

Player	Actual	Marcel	Razzball	Steamer	ZiPS
Germán Márquez	0.0244	0.0512 (10.3)	0.0535 (10.4)	0.0509 (9.4)	0.0464 (8.6)
Derek Holland	0.1034	0.0557 (8.0)	0.0525 (8.9)	0.0534 (8.8)	0.0513 (8.8)
Zack Wheeler	0.0142	0.0393 (8.2)	0.0522 (11.3)	0.0549 (12.0)	0.0452 (9.8)
Steven Matz	0.1458	0.0549 (12.5)	0.0478 (13.7)	0.0518 (13.2)	0.0446 (14.0)
Dylan Bundy	0.0287	0.0624 (9.8)	0.0602 (8.7)	0.0602 (8.6)	0.0588 (8.8)
David Phelps	0.1458	0.0504 (7.8)	0.0525 (7.8)	0.0536 (7.8)	0.0408 (8.7)
Dallas Keuchel	0.0101	0.0386 (8.1)	0.0407 (8.2)	0.0406 (8.1)	0.0423 (9.1)
Trevor Williams	0.0843	0.0434 (9.5)	0.0509 (8.1)	0.0528 (7.7)	0.0347 (11.7)
Heath Hembree	0.1500	0.0567 (8.1)	0.0587 (8.1)	0.0618 (7.9)	0.0600 (7.8)
Robert Stephenson	0.3077	0.0526 (10.8)	0.0514 (11.0)	0.0614 (10.6)	0.0645 (10.3)

Individual Misses for Home Run Rate

Marcel

Rank	Player	Proj	Actual	Error
1	Corbin Burnes	0.0667	0.0160	12.9
2	Yu Darvish	0.0635	0.0266	11.9
3	Tyler Anderson	0.0623	0.0263	10.2
4	Justus Sheffield	0.0485	0.0124	9.1
5	Tyler Glasnow	0.0485	0.0880	8.7
6	Tanner Roark	0.0485	0.0909	8.6
7	Julio Teheran	0.0491	0.1081	8.3
8	Daniel Ponce de Leon	0.0457	0.1053	8.1
9	Madison Bumgarner	0.0472	0.0922	8.0
10	John Means	0.0496	0.0976	7.9

Razzball

Rank	Player	Proj	Actual	Error
1	Tyler Anderson	0.0667	0.0263	10.8
2	Justus Sheffield	0.0525	0.0124	9.6
3	Robbie Ray	0.0571	0.0949	9.2
4	Spencer Turnbull	0.0488	0.0125	9.1
5	Tarik Skubal	0.0402	0.1071	8.8
6	Corbin Burnes	0.0507	0.0160	8.6
7	Tyler Glasnow	0.0507	0.0880	8.6
8	Tanner Roark	0.0525	0.0909	8.2
9	Yu Darvish	0.0528	0.0266	8.1
10	Jordan Yamamoto	0.0525	0.1702	7.8

Steamer

Rank	Player	Proj	Actual	Error
1	Robbie Ray	0.0584	0.0949	8.9
2	Corbin Burnes	0.0521	0.0160	8.9
3	Tyler Glasnow	0.0500	0.0880	8.8
4	Spencer Turnbull	0.0468	0.0125	8.5
5	Yu Darvish	0.0543	0.0266	8.5
6	Justus Sheffield	0.0478	0.0124	8.4
7	Rick Porcello	0.0560	0.0263	8.0
8	Jordan Yamamoto	0.0515	0.1702	7.9
9	Austin Voth	0.0526	0.0881	7.8
10	Trevor Gott	0.0383	0.1750	7.7

ZiPS

Rank	Player	Proj	Actual	Error
1	Spencer Turnbull	0.0563	0.0125	11.3
2	Tony Gonsolin	0.0660	0.0164	9.3
3	Daniel Ponce de Leon	0.0388	0.1053	9.1
4	Trevor Gott	0.0182	0.1750	8.8
5	Robbie Ray	0.0596	0.0949	8.1
6	Tyler Anderson	0.0543	0.0263	8.0
7	Blake Snell	0.0397	0.0820	8.0
8	Tanner Roark	0.0520	0.0909	7.9
9	Jordan Yamamoto	0.0511	0.1702	7.8
10	Zack Greinke	0.0556	0.0306	7.6

BABIP

Everybody Missed for BABIP

Player	Actual	Marcel	Razzball	Steamer	ZiPS
Trevor Bauer	0.2148	0.2959 (21.6)	0.2944 (20.8)	0.2962 (21.3)	0.2889 (20.9)
Tommy Milone	0.3710	0.2799 (17.1)	0.2937 (14.8)	0.2907 (15.4)	0.2899 (14.5)
Mitch Keller	0.1042	0.3580 (21.8)	0.3070 (17.2)	0.3046 (17.0)	0.3026 (17.3)
Justin Dunn	0.1795	0.2825 (19.7)	0.2898 (20.9)	0.2898 (20.9)	0.2920 (22.5)
Rick Porcello	0.3730	0.3002 (19.9)	0.2904 (22.8)	0.2969 (21.1)	0.2896 (21.5)
Max Scherzer	0.3550	0.2887 (20.6)	0.2887 (20.9)	0.2846 (22.2)	0.2759 (23.1)
Cristian Javier	0.1938	0.2904 (19.9)	0.2904 (19.7)	0.2776 (16.9)	0.2889 (20.5)
Patrick Corbin	0.3623	0.2974 (20.2)	0.3009 (19.5)	0.2993 (20.0)	0.2928 (20.2)
Lance Lynn	0.2417	0.3096 (22.1)	0.2920 (15.7)	0.2957 (16.9)	0.3006 (20.6)
Kenta Maeda	0.2081	0.2771 (16.2)	0.2926 (19.8)	0.2926 (19.7)	0.2923 (21.1)
Brandon Workman	0.4426	0.2628 (18.5)	0.2904 (15.8)	0.2968 (15.2)	0.2830 (16.0)

Individual Misses for BABIP

Marcel

Rank	Player	Proj	Actual	Error
1	Aaron Civale	0.2789	0.3333	18.1
2	Dylan Cease	0.3109	0.2375	17.8
3	Luis Castillo	0.2738	0.3295	17.3
4	Aníbal Sánchez	0.2804	0.3471	17.2
5	Chad Green	0.3107	0.1455	16.2
6	Adam Wainwright	0.3119	0.2473	16.0
7	Miguel Castro	0.2723	0.4068	15.9
8	Jordan Yamamoto	0.2622	0.4872	15.3
9	Javy Guerra	0.2771	0.5000	15.2

Razzball

Rank	Player	Proj	Actual	Error
1	Dakota Hudson	0.3094	0.1919	17.0
2	David Peterson	0.3148	0.2331	15.8
3	Erick Fedde	0.3080	0.2327	15.7
4	Ryan Castellani	0.2904	0.2066	15.0
5	Brad Keller	0.3050	0.2327	14.6
6	Javy Guerra	0.2904	0.5000	14.4
7	Kyle Hart	0.2904	0.5000	14.4
8	Aníbal Sánchez	0.2945	0.3471	14.0
9	Luke Weaver	0.2948	0.3487	13.8

Steamer

Rank	Player	Proj	Actual	Error
1	Ryan Castellani	0.3014	0.2066	17.0
2	Dakota Hudson	0.3076	0.1919	16.7
3	Erick Fedde	0.3045	0.2327	14.8
4	Jeffrey Springs	0.2880	0.4310	14.6
5	Javy Guerra	0.2904	0.5000	14.4
6	Kyle Hart	0.2904	0.5000	14.4
7	Brad Keller	0.3043	0.2327	14.3
8	Vince Velasquez	0.2854	0.3735	14.3
9	Alec Mills	0.2941	0.2326	14.3

ZiPS

Rank	Player	Proj	Actual	Error
1	Ryan Castellani	0.3021	0.2066	18.2
2	Luis Castillo	0.2738	0.3295	16.0
3	Miguel Castro	0.2697	0.4068	15.7
4	Michael Fulmer	0.2734	0.3895	15.7
5	Alec Mills	0.2920	0.2326	15.2
6	Aníbal Sánchez	0.2847	0.3471	15.1
7	Adam Wainwright	0.3034	0.2473	15.0
8	Dylan Cease	0.2937	0.2375	14.6
9	Jordan Yamamoto	0.2692	0.4872	14.5

Single Rate

Everybody Missed for Single Rate

Player	Actual	Marcel	Razzball	Steamer	ZiPS
Rick Porcello	0.2865	0.2215 (17.0)	0.2172 (38.2)	0.2969 (17.7)	0.2896 (18.0)

Individual Misses for Single Rate

Marcel

Rank	Player	Proj	Actual	Error
1	Max Scherzer	0.1969	0.2781	24.0
2	Dylan Cease	0.2360	0.1437	23.5
3	Lance Lynn	0.2301	0.1659	22.1
4	Max Fried	0.2487	0.1544	21.1
5	Martín Pérez	0.2483	0.1751	19.1
6	Patrick Corbin	0.2155	0.2754	17.7
7	Gio González	0.2110	0.3261	17.6
8	Mitch Keller	0.2593	0.0625	17.1
9	Lance McCullers Jr.	0.2097	0.1348	17.0
10	Michael Fulmer	0.2123	0.3368	17.0

Razzball

Rank	Player	Proj	Actual	Error
1	Alec Mills	0.2172	0.1686	66.5
2	Adam Wainwright	0.2172	0.1978	61.5
3	Cristian Javier	0.2172	0.1473	61.1
4	Ryan Castellani	0.2172	0.1488	53.7
5	Garrett Richards	0.2172	0.2057	48.4
6	Tanner Roark	0.2172	0.2214	46.5
7	Ryan Weber	0.2172	0.1880	45.3
8	Nick Margevicius	0.2172	0.1754	43.7
9	Tejay Antone	0.2172	0.1351	42.0
10	Derek Holland	0.2172	0.2019	41.3

Steamer

Rank	Player	Proj	Actual	Error
1	Max Scherzer	0.2846	0.2781	21.1
2	Lance McCullers Jr.	0.3021	0.1348	20.3
3	Javy Guerra	0.2172	0.4375	20.0
4	Dylan Cease	0.2961	0.1437	18.9
5	Lance Lynn	0.2957	0.1659	17.8
6	Tyler Matzek	0.2172	0.2769	16.7
7	Gio González	0.2984	0.3261	16.2
8	Patrick Corbin	0.2993	0.2754	16.0
9	Max Fried	0.3034	0.1544	15.9
10	Gerrit Cole	0.2867	0.1553	15.4

ZiPS

Rank	Player	Proj	Actual	Error
1	Kris Bubic	0.2172	0.2482	22.9
2	Lance McCullers Jr.	0.3061	0.1348	22.5
3	Max Scherzer	0.2759	0.2781	22.0
4	Lance Lynn	0.3006	0.1659	21.5
5	Dylan Cease	0.2937	0.1437	19.8
6	Gio González	0.2774	0.3261	18.5
7	Michael Fulmer	0.2734	0.3368	18.5
8	Max Fried	0.3025	0.1544	17.0
9	Justin Dunn	0.2920	0.1368	16.4
10	Patrick Corbin	0.2928	0.2754	16.2

Double Rate

Everybody Missed for Double Rate

Player	Actual	Marcel	Razzball	Steamer	ZiPS
Steven Brault	0.0180	0.0795 (10.5)	0.0674 (20.7)	0.0000 (8.8)	0.0000 (8.8)
Zach Eflin	0.1192	0.0749 (11.4)	0.0000 (12.8)	0.0000 (12.7)	0.0000 (12.7)
Lance McCullers Jr.	0.1277	0.0806 (11.2)	0.0000 (13.8)	0.0000 (13.7)	0.0000 (13.7)

Individual Misses for Double Rate

Marcel

Rank	Player	Proj	Actual	Error
1	Trevor Bauer	0.0778	0.0268	13.5
2	Shane Bieber	0.0823	0.0411	11.6
3	Zac Gallen	0.0758	0.0347	11.3
4	Antonio Senzatela	0.0818	0.0433	11.0
5	Robbie Ray	0.0722	0.1129	10.8
6	Luis Castillo	0.0701	0.1040	10.6
7	Kenta Maeda	0.0714	0.0268	10.5
8	Seth Elledge	0.0674	0.2593	10.1
9	Justus Sheffield	0.0765	0.0314	9.9
10	Trevor Rogers	0.0674	0.1408	9.8

Razzball

Rank	Player	Proj	Actual	Error
1	Justus Sheffield	0.0674	0.0314	23.8
2	Adam Wainwright	0.0674	0.0495	22.2
3	Cristian Javier	0.0674	0.0465	18.8
4	Alec Mills	0.0674	0.0640	17.7
5	Ryan Castellani	0.0674	0.0413	17.6
6	Kris Bubic	0.0674	0.0567	17.2
7	Masahiro Tanaka	0.0674	0.0597	14.7
8	Dane Dunning	0.0674	0.0341	14.2
9	Josh Lindblom	0.0674	0.0614	13.9
10	Gio González	0.0674	0.0435	13.9

Steamer

Rank	Player	Proj	Actual	Error
1	Brad Keller	0.0000	0.0126	11.8
2	Robbie Ray	0.0000	0.1129	11.4
3	Trevor Bauer	0.0000	0.0268	11.3
4	Tyler Matzek	0.0674	0.0462	10.7
5	Luis Castillo	0.0000	0.1040	10.7
6	Framber Valdez	0.0000	0.0323	10.1
7	Kenta Maeda	0.0000	0.0268	10.0
8	Seth Elledge	0.0000	0.2593	10.0
9	Trevor Rogers	0.0000	0.1408	9.6
10	Zac Gallen	0.0000	0.0347	9.5

ZiPS

Rank	Player	Proj	Actual	Error
1	Kris Bubic	0.0674	0.0567	17.3
2	Brad Keller	0.0000	0.0126	11.8
3	Robbie Ray	0.0000	0.1129	11.4
4	Trevor Bauer	0.0000	0.0268	11.3
5	Luis Castillo	0.0000	0.1040	10.7
6	Framber Valdez	0.0000	0.0323	10.1
7	Kenta Maeda	0.0000	0.0268	10.0
8	Seth Elledge	0.0000	0.2593	10.0
9	Trevor Rogers	0.0000	0.1408	9.6
10	Zac Gallen	0.0000	0.0347	9.5

Triple Rate

Everybody Missed for Triple Rate

Player	Actual	Marcel	Razzball	Steamer	ZiPS
Tyler Mahle	0.0273	0.0051 (4.7)	0.0000 (4.3)	0.0000 (4.3)	0.0000 (4.3)
Trevor Bauer	0.0201	0.0086 (3.5)	0.0000 (4.0)	0.0000 (4.0)	0.0000 (4.0)
Tommy Milone	0.0323	0.0037 (5.4)	0.0000 (4.8)	0.0000 (4.8)	0.0000 (4.8)
Framber Valdez	0.0161	0.0047 (3.6)	0.0000 (3.0)	0.0000 (3.0)	0.0000 (3.0)
Marcus Walden	0.0638	0.0057 (4.2)	0.0058 (3.7)	0.0000 (4.1)	0.0000 (4.1)
Phil Maton	0.0377	0.0073 (3.0)	0.0000 (3.1)	0.0000 (3.1)	0.0000 (3.1)
Robbie Erlin	0.0375	0.0050 (4.1)	0.0058 (3.2)	0.0000 (3.9)	0.0000 (3.9)
Carlos Estévez	0.0423	0.0059 (4.4)	0.0000 (4.2)	0.0000 (4.2)	0.0000 (4.2)
Dean Kremer	0.0612	0.0058 (4.7)	0.0000 (4.6)	0.0000 (4.6)	0.0000 (4.6)
Ryan Pressly	0.0385	0.0068 (3.0)	0.0000 (3.0)	0.0000 (3.0)	0.0000 (3.0)
Artie Lewicki	0.1667	0.0093 (2.9)	0.0058 (2.8)	0.0000 (2.9)	0.0000 (2.9)
Nick Goody	0.0645	0.0083 (3.2)	0.0058 (2.9)	0.0000 (3.2)	0.0000 (3.2)

Individual Misses for Triple Rate

Marcel

Rank	Player	Proj	Actual	Error
1	Josh Lindblom	0.0000	0.0175	3.6
2	Kyle Freeland	0.0128	0.0000	3.5
3	Wandy Peralta	0.0000	0.0274	3.3
4	Héctor Rondón	0.0059	0.0357	3.0
5	James Karinchak	0.0000	0.0256	2.9
6	Shun Yamaguchi	0.0058	0.0290	2.9
7	Michael Wacha	0.0027	0.0198	2.8
8	Brad Keller	0.0135	0.0000	2.6

Razzball

Rank	Player	Proj	Actual	Error
1	Adam Wainwright	0.0058	0.0000	3.0
2	Alec Mills	0.0058	0.0000	2.9
3	Tyler Glasnow	0.0000	0.0175	2.8
4	Bryan Shaw	0.0000	0.0769	2.7
5	Justus Sheffield	0.0058	0.0000	2.7
6	Aaron Civale	0.0000	0.0141	2.6
7	Aroldis Chapman	0.0000	0.0625	2.6
8	Kendall Graveman	0.0000	0.0385	2.5

Steamer

Rank	Player	Proj	Actual	Error
1	Héctor Rondón	0.0000	0.0357	2.9
2	Tyler Glasnow	0.0000	0.0175	2.8
3	Shun Yamaguchi	0.0000	0.0290	2.8
4	Bryan Shaw	0.0000	0.0769	2.7
5	Aaron Civale	0.0000	0.0141	2.6
6	Aroldis Chapman	0.0000	0.0625	2.6
7	Kendall Graveman	0.0000	0.0385	2.5
8	Corbin Burnes	0.0000	0.0163	2.5

ZiPS

Rank	Player	Proj	Actual	Error
1	Héctor Rondón	0.0000	0.0357	2.9
2	Tyler Glasnow	0.0000	0.0175	2.8
3	Shun Yamaguchi	0.0000	0.0290	2.8
4	Bryan Shaw	0.0000	0.0769	2.7
5	Aaron Civale	0.0000	0.0141	2.6
6	Aroldis Chapman	0.0000	0.0625	2.6
7	Kendall Graveman	0.0000	0.0385	2.5
8	Corbin Burnes	0.0000	0.0163	2.5

Run Rate

Everybody Missed for Run Rate

Player	Actual	Marcel	Razzball	Steamer	ZiPS
Trevor Bauer	0.0612	0.1121 (15.7)	0.1155 (16.1)	0.1169 (16.3)	0.1026 (12.5)
Corbin Burnes	0.0625	0.1480 (21.8)	0.1250 (15.8)	0.1276 (16.3)	0.1118 (12.6)
Antonio Senzatela	0.0957	0.1413 (15.4)	0.1485 (17.0)	0.1473 (16.5)	0.1423 (15.1)
Julio Teheran	0.2349	0.1140 (17.2)	0.1396 (13.7)	0.1388 (13.9)	0.1264 (15.7)
Steven Matz	0.2324	0.1222 (14.9)	0.1260 (14.6)	0.1264 (14.6)	0.1096 (17.0)
Carlos Martinez	0.2500	0.1060 (14.4)	0.1230 (12.9)	0.1226 (13.0)	0.0991 (15.4)
Touki Toussaint	0.2333	0.1265 (12.2)	0.1181 (13.4)	0.1139 (14.0)	0.1168 (13.6)
Jordan Yamamoto	0.3582	0.1253 (15.2)	0.1253 (15.4)	0.1300 (15.1)	0.1250 (15.4)
Shane Bieber	0.0505	0.1110 (19.5)	0.1064 (17.6)	0.1079 (17.9)	0.1033 (16.7)
Yu Darvish	0.0606	0.1159 (18.0)	0.1152 (17.2)	0.1163 (17.4)	0.1004 (12.8)
Dinelson Lamet	0.0674	0.1229 (16.2)	0.1100 (12.3)	0.1103 (12.2)	0.1111 (12.5)
Dallas Keuchel	0.0584	0.1057 (13.5)	0.1223 (17.3)	0.1230 (17.3)	0.1149 (15.4)
Chris Bassitt	0.0690	0.1115 (12.5)	0.1248 (15.4)	0.1211 (14.4)	0.1156 (13.0)

Individual Misses for Run Rate

Marcel

Rank	Player	Proj	Actual	Error
1	Jordan Lyles	0.1252	0.1842	14.3
2	Max Fried	0.1152	0.0625	13.0
3	Ross Stripling	0.1045	0.1682	12.8
4	Matt Wisler	0.1374	0.0280	12.3
5	Kyle Hart	0.1253	0.3134	12.2
6	Adrian Houser	0.1124	0.1667	12.0
7	Carlos Carrasco	0.1138	0.0786	11.4

Razzball

Rank	Player	Proj	Actual	Error
1	Kyle Hendricks	0.1264	0.0825	14.9
2	Zach Plesac	0.1353	0.0680	14.6
3	Zach Davies	0.1388	0.0942	13.2
4	Kenta Maeda	0.1289	0.0806	12.8
5	Hyun Jin Ryu	0.1218	0.0800	12.4
6	Brad Keller	0.1288	0.0744	12.4
7	Kyle Hart	0.1253	0.3134	12.4

Steamer

Rank	Player	Proj	Actual	Error
1	Kyle Hendricks	0.1272	0.0825	15.0
2	Zach Plesac	0.1363	0.0680	14.7
3	Zach Davies	0.1389	0.0942	13.1
4	Kenta Maeda	0.1293	0.0806	12.8
5	Brad Keller	0.1304	0.0744	12.6
6	Jordan Lyles	0.1356	0.1842	12.2
7	Matthew Boyd	0.1223	0.1697	12.1

ZiPS

Rank	Player	Proj	Actual	Error
1	Matthew Boyd	0.1204	0.1697	12.5
2	Adrian Houser	0.1128	0.1667	12.4
3	Trevor Williams	0.1144	0.1667	12.3
4	Zach Plesac	0.1231	0.0680	12.0
5	Hansel Robles	0.1009	0.2500	11.7
6	Ross Stripling	0.1119	0.1682	11.7
7	Robbie Ray	0.1098	0.1594	11.6

Earned Run Rate

Everybody Missed for Earned Run Rate

Player	Actual	Marcel	Razzball	Steamer	ZiPS
Trevor Bauer	0.0504	0.1018 (15.3)	0.1074 (16.3)	0.1087 (16.5)	0.0960 (12.9)
Corbin Burnes	0.0583	0.1360 (19.5)	0.1161 (14.2)	0.1187 (14.7)	0.1053 (11.4)
Antonio Senzatela	0.0924	0.1342 (13.8)	0.1386 (14.5)	0.1374 (13.9)	0.1341 (12.9)
Matthew Boyd	0.1661	0.1191 (11.7)	0.1146 (13.5)	0.1152 (13.5)	0.1131 (14.1)
Julio Teheran	0.2349	0.1054 (18.7)	0.1317 (15.2)	0.1307 (15.4)	0.1190 (17.2)
Steven Matz	0.2324	0.1116 (16.6)	0.1172 (16.1)	0.1175 (16.2)	0.1053 (18.0)
Shane Bieber	0.0471	0.1029 (17.7)	0.0983 (15.7)	0.0995 (15.8)	0.0967 (14.9)
Jordan Yamamoto	0.3433	0.1160 (15.0)	0.1149 (15.2)	0.1215 (14.8)	0.1154 (15.2)
Yu Darvish	0.0572	0.1095 (16.6)	0.1076 (15.4)	0.1083 (15.5)	0.0962 (11.8)
Dinelson Lamet	0.0599	0.1108 (14.6)	0.1020 (11.6)	0.1025 (11.6)	0.1056 (12.4)
Dallas Keuchel	0.0545	0.0988 (12.3)	0.1116 (15.1)	0.1125 (15.2)	0.1073 (13.8)
Chris Bassitt	0.0613	0.1025 (11.7)	0.1159 (14.6)	0.1127 (13.7)	0.1106 (13.0)

Individual Misses for Earned Run Rate

Marcel

Rank	Player	Proj	Actual	Error
1	Jordan Lyles	0.1157	0.1692	13.2
2	Aníbal Sánchez	0.1030	0.1592	12.9
3	Carlos Martinez	0.0960	0.2115	11.6
4	Luke Weaver	0.1091	0.1610	11.4
5	Kwang Hyun Kim	0.1149	0.0455	11.3
6	Kyle Hart	0.1149	0.2836	11.1
7	Hansel Robles	0.0968	0.2375	11.0
8	Matt Wisler	0.1260	0.0280	10.9

Razzball

Rank	Player	Proj	Actual	Error
1	Zach Davies	0.1293	0.0761	15.1
2	Taijuan Walker	0.1260	0.0711	12.7
3	Zach Plesac	0.1266	0.0680	12.4
4	Matt Hall	0.1149	0.3333	11.7
5	Kyle Hendricks	0.1175	0.0825	11.5
6	Hyun Jin Ryu	0.1127	0.0727	11.4
7	Kyle Hart	0.1149	0.2836	11.2
8	Jordan Lyles	0.1264	0.1692	11.0

Steamer

Rank	Player	Proj	Actual	Error
1	Zach Davies	0.1295	0.0761	15.0
2	Zach Plesac	0.1279	0.0680	12.5
3	Taijuan Walker	0.1236	0.0711	12.0
4	Matt Hall	0.1129	0.3333	11.9
5	Kyle Hendricks	0.1183	0.0825	11.5
6	Touki Toussaint	0.1054	0.2000	11.2
7	Brad Keller	0.1207	0.0698	11.1
8	Devin Williams	0.1183	0.0100	10.9

ZiPS

Rank	Player	Proj	Actual	Error
1	Carlos Martinez	0.0901	0.2115	12.6
2	Robbie Ray	0.1023	0.1514	12.2
3	Michael Fulmer	0.1099	0.1985	12.0
4	Luke Weaver	0.1124	0.1610	11.3
5	Matt Hall	0.1244	0.3333	11.2
6	Touki Toussaint	0.1066	0.2000	11.1
7	Hansel Robles	0.1009	0.2375	10.9
8	Tanner Roark	0.1143	0.1636	10.7

Win Rate

Everybody Missed for Win Rate

Player	Actual	Marcel	Razzball	Steamer	ZiPS
Framber Valdez	0.4545	0.1563 (77.1)	0.1538 (105.3)	0.1832 (87.1)	0.2500 (67.7)
Alec Mills	0.4545	0.1200 (76.6)	0.1879 (83.5)	0.1729 (78.8)	0.2000 (71.8)
Pablo López	0.5455	0.1579 (85.7)	0.3039 (73.5)	0.2943 (67.8)	0.3000 (66.2)
Randy Dobnak	0.6000	0.1481 (84.3)	0.0833 (116.3)	0.1293 (100.4)	0.3333 (59.4)
Josh Fleming	0.7143	0.1879 (64.5)	0.1879 (76.9)	0.2777 (60.8)	0.3333 (53.5)
Shane Bieber	0.6667	0.2955 (101.2)	0.4298 (89.6)	0.4644 (69.3)	0.4167 (83.3)
Yu Darvish	0.6667	0.1538 (143.3)	0.3158 (123.5)	0.3783 (94.9)	0.3000 (118.0)
Max Fried	0.6364	0.2500 (79.7)	0.3704 (74.1)	0.3840 (63.5)	0.4167 (56.0)
Marco Gonzales	0.6364	0.2955 (86.0)	0.2895 (114.1)	0.3105 (98.9)	0.4545 (58.8)
David Peterson	0.6000	0.1879 (78.2)	0.2361 (87.9)	0.3310 (61.5)	0.2222 (83.7)
Zach Davies	0.5833	0.2250 (90.5)	0.2396 (112.8)	0.2654 (96.4)	0.2727 (94.1)

Individual Misses for Win Rate

Marcel

Rank	Player	Proj	Actual	Error
1	Dylan Bundy	0.2051	0.5455	82.7
2	Kenta Maeda	0.2093	0.5455	75.8
3	Brad Keller	0.1860	0.5556	72.9
4	Kyle Hendricks	0.2564	0.5000	67.1
5	Rick Porcello	0.3077	0.0833	66.5
6	Tyler Glasnow	0.1563	0.4545	63.7
7	Justus Sheffield	0.1000	0.4000	62.5
8	Dallas Keuchel	0.2727	0.5455	62.3
9	Dylan Cease	0.1429	0.4167	62.1

Razzball

Rank	Player	Proj	Actual	Error
1	Adam Wainwright	0.1879	0.5000	98.8
2	Mike Fiers	0.3158	0.5455	75.7
3	Kyle Hendricks	0.3421	0.5000	70.2
4	Dylan Bundy	0.3684	0.5455	64.6
5	Justus Sheffield	0.1879	0.4000	64.3
6	Antonio Senzatela	0.2708	0.4167	63.8
7	Cristian Javier	0.1879	0.4167	62.8
8	Brad Keller	0.3333	0.5556	61.7
9	Lance Lynn	0.3509	0.4615	60.4

Steamer

Rank	Player	Proj	Actual	Error
1	Cristian Javier	0.1072	0.4167	72.9
2	Chris Bassitt	0.2309	0.4545	66.5
3	Kenta Maeda	0.3128	0.5455	65.4
4	Mike Fiers	0.3320	0.5455	62.9
5	Adam Wainwright	0.2980	0.5000	61.1
6	Kyle Hendricks	0.3397	0.5000	60.3
7	Mike Minor	0.3575	0.0833	58.1
8	Antonio Senzatela	0.2596	0.4167	57.1
9	Brad Keller	0.3285	0.5556	55.5

ZiPS

Rank	Player	Proj	Actual	Error
1	Mike Fiers	0.3000	0.5455	70.9
2	Nathan Eovaldi	0.1250	0.4444	69.6
3	Mike Minor	0.4000	0.0833	68.4
4	Kenta Maeda	0.3077	0.5455	66.5
5	Kyle Freeland	0.4000	0.1538	65.6
6	Rick Porcello	0.3636	0.0833	65.2
7	Luke Weaver	0.3750	0.0833	61.6
8	Corbin Burnes	0.1333	0.3333	55.3
9	Michael Fulmer	0.4286	0.0000	54.1

Loss Rate

Everybody Missed for Loss Rate

Player	Actual	Marcel	Razzball	Steamer	ZiPS
Matthew Boyd	0.5833	0.2683 (73.1)	0.3158 (87.2)	0.3424 (72.3)	0.3636 (65.3)
Rick Porcello	0.5833	0.2564 (73.5)	0.1952 (115.4)	0.3865 (58.1)	0.3636 (62.9)
Alec Mills	0.4545	0.0800 (83.0)	0.1952 (79.0)	0.2093 (68.3)	0.2000 (69.5)
Adrian Houser	0.5000	0.1500 (75.0)	0.3235 (56.7)	0.3000 (55.6)	0.1429 (93.1)
Kyle Gibson	0.5000	0.2308 (67.4)	0.3333 (66.5)	0.3355 (57.3)	0.3000 (66.6)
Luis Castillo	0.5000	0.2381 (63.2)	0.3246 (67.0)	0.3480 (51.9)	0.2727 (72.5)
Patrick Corbin	0.6364	0.1951 (116.8)	0.3246 (108.0)	0.3173 (101.7)	0.2727 (113.5)
Aaron Civale	0.5000	0.1818 (85.1)	0.3229 (72.2)	0.3259 (62.4)	0.3333 (58.6)
Trevor Williams	0.7273	0.2368 (112.2)	0.4074 (94.3)	0.4278 (82.0)	0.3000 (113.0)
Kris Bubic	0.6000	0.1952 (79.8)	0.1952 (101.9)	0.3860 (53.2)	0.1952 (94.6)
Luke Weaver	0.7500	0.1935 (120.6)	0.3333 (111.1)	0.3500 (100.5)	0.2500 (123.0)

Individual Misses for Loss Rate

Marcel

Rank	Player	Proj	Actual	Error
1	Jordan Lyles	0.1628	0.5000	77.6
2	Germán Márquez	0.2000	0.4615	74.4
3	Frankie Montas	0.1176	0.4545	69.1
4	Brandon Woodruff	0.1053	0.3846	68.6
5	Austin Voth	0.1333	0.4545	62.1
6	Mike Minor	0.1957	0.5000	61.9
7	Aaron Nola	0.1707	0.4167	58.0
8	Patrick Sandoval	0.1515	0.5556	57.0
9	Kolby Allard	0.1250	0.5455	57.0

Razzball

Rank	Player	Proj	Actual	Error
1	Randy Dobnak	0.0682	0.4000	77.2
2	Patrick Sandoval	0.1481	0.5556	73.4
3	Framber Valdez	0.0897	0.2727	68.3
4	Germán Márquez	0.3426	0.4615	59.6
5	Mike Minor	0.3070	0.5000	59.1
6	Taylor Clarke	0.3646	0.0000	56.8
7	Julio Urías	0.3021	0.0000	55.5
8	Max Fried	0.2963	0.0000	54.2
9	Martín Pérez	0.2685	0.4167	53.0

Steamer

Rank	Player	Proj	Actual	Error
1	Max Fried	0.3097	0.0000	63.6
2	Patrick Sandoval	0.1836	0.5556	63.2
3	Randy Dobnak	0.1105	0.4000	63.1
4	Kolby Allard	0.1856	0.5455	58.6
5	Dinelson Lamet	0.3252	0.0833	57.7
6	Jordan Lyles	0.3136	0.5000	56.5
7	Framber Valdez	0.1083	0.2727	54.8
8	Julio Urías	0.2517	0.0000	50.6
9	Marco Gonzales	0.3886	0.1818	50.1

ZiPS

Rank	Player	Proj	Actual	Error
1	Germán Márquez	0.2727	0.4615	72.2
2	Jordan Lyles	0.2727	0.5000	66.1
3	Dinelson Lamet	0.3333	0.0833	61.1
4	Brandon Woodruff	0.2000	0.3846	60.3
5	José Ureña	0.0417	0.6000	60.3
6	Carlos Martinez	0.0435	0.6000	60.1
7	Josh Fleming	0.4444	0.0000	55.0
8	Aaron Nola	0.2500	0.4167	54.3
9	Mike Minor	0.3000	0.5000	52.9

Save Rate

Everybody Missed for Save Rate

Player	Actual	Marcel	Razzball	Steamer	ZiPS
Matt Barnes	0.3750	0.0392 (36.2)	0.0417 (32.8)	0.0779 (29.9)	0.0821 (28.7)
Daniel Bard	0.2609	0.0280 (26.7)	0.0000 (26.5)	0.0000 (27.3)	0.0280 (23.5)
Taylor Williams	0.4000	0.0400 (25.4)	0.0280 (24.2)	0.0000 (26.6)	0.0000 (26.0)
Rafael Montero	0.4706	0.0455 (32.0)	0.0450 (29.8)	0.0274 (31.7)	0.0186 (31.7)
Trevor Rosenthal	0.4783	0.0909 (37.0)	0.0280 (39.9)	0.0000 (43.2)	0.0455 (38.4)
Jeremy Jeffress	0.3636	0.0930 (25.5)	0.0280 (28.5)	0.0135 (30.5)	0.0138 (29.8)
Daniel Hudson	0.4762	0.0600 (40.1)	0.1667 (27.4)	0.2258 (22.7)	0.2476 (20.0)
Zack Britton	0.4000	0.1087 (23.6)	0.0280 (27.4)	0.0771 (24.3)	0.0204 (28.0)
Anthony Bass	0.2692	0.0606 (22.8)	0.0280 (23.0)	0.0350 (23.1)	0.0421 (21.6)
Ryan Pressly	0.5217	0.0426 (45.4)	0.0417 (42.7)	0.0668 (41.1)	0.0427 (42.6)

Individual Misses for Save Rate

Marcel

Rank	Player	Proj	Actual	Error
1	Brandon Kintzler	0.0833	0.5000	44.0
2	Liam Hendriks	0.1698	0.5833	39.8
3	Mark Melancon	0.1277	0.4783	35.1
4	Brandon Workman	0.1224	0.4286	32.9
5	Brad Hand	0.3617	0.6957	30.4
6	Shane Greene	0.2800	0.0000	28.4
7	Josh Hader	0.2979	0.6190	26.6
8	Blake Treinen	0.2826	0.0370	24.2
9	Alex Colomé	0.3265	0.5714	23.8
10	Taylor Rogers	0.1923	0.4286	23.3

Razzball

Rank	Player	Proj	Actual	Error
1	Brad Hand	0.0280	0.6957	56.4
2	Alex Colomé	0.0280	0.5714	47.9
3	Brandon Kintzler	0.0280	0.5000	46.5
4	Mark Melancon	0.0280	0.4783	41.7
5	Brandon Workman	0.0280	0.4286	39.3
6	Cole Sulser	0.0000	0.2632	25.2
7	Archie Bradley	0.0280	0.3750	24.5
8	Craig Kimbrel	0.4286	0.1111	22.7
9	Seth Lugo	0.0450	0.1875	21.0
10	Greg Holland	0.0280	0.2143	19.6

Steamer

Rank	Player	Proj	Actual	Error
1	Ian Kennedy	0.4244	0.0000	29.5
2	Craig Kimbrel	0.5156	0.1111	28.2
3	Cole Sulser	0.0000	0.2632	26.0
4	Edwin Díaz	0.4596	0.2308	25.6
5	Seth Lugo	0.0287	0.1875	24.8
6	Hansel Robles	0.3621	0.0556	24.8
7	Joe Jiménez	0.4391	0.2000	24.5
8	Kwang Hyun Kim	0.2675	0.1250	22.5
9	Josh Hader	0.3416	0.6190	21.4
10	Héctor Neris	0.4082	0.2083	21.0

ZiPS

Rank	Player	Proj	Actual	Error
1	Craig Kimbrel	0.7293	0.1111	43.4
2	Ian Kennedy	0.4433	0.0000	31.4
3	Hansel Robles	0.3632	0.0556	25.5
4	Cole Sulser	0.0000	0.2632	25.2
5	Joe Jiménez	0.4214	0.2000	23.5
6	Seth Lugo	0.0314	0.1875	23.2
7	Edwin Díaz	0.4248	0.2308	22.6
8	Tony Watson	0.3560	0.0952	19.9
9	Stefan Crichton	0.0000	0.1923	19.7
10	Rafael Dolis	0.0000	0.2083	19.7

Hold Rate

Everybody Missed for Hold Rate

Player	Actual	Marcel	Razzball	Steamer	ZiPS
Jake Diekman	0.6190	0.2778 (31.7)	0.2500 (29.0)	0.2463 (31.2)	0.0000 (46.8)
Kendall Graveman	0.4545	0.0833 (31.4)	0.0000 (33.2)	0.0000 (34.9)	0.0000 (30.2)
Devin Williams	0.4091	0.1111 (33.4)	0.1111 (27.5)	0.0623 (34.6)	0.0000 (34.7)
Tyler Duffey	0.5455	0.2000 (35.1)	0.1802 (31.5)	0.3013 (22.4)	0.0000 (44.5)
Ryan Weber	0.2941	0.0833 (45.7)	0.0619 (38.7)	0.0000 (54.3)	0.0000 (43.0)

Individual Misses for Hold Rate

Marcel

Rank	Player	Proj	Actual	Error
1	Blake Treinen	0.0652	0.3333	32.6
2	Seth Lugo	0.2381	0.0000	32.3
3	Ryan Brasier	0.1667	0.4000	29.6
4	Anthony Misiewicz	0.0619	0.3810	29.5
5	Julio Urías	0.1667	0.0000	29.2
6	Jimmy Cordero	0.1034	0.3000	28.8
7	Tyler Rogers	0.1579	0.3448	27.4
8	Josh Staumont	0.1053	0.3077	26.7
9	Rafael Dolis	0.0619	0.2917	26.6
10	Justin Wilson	0.1667	0.4348	26.2

Razzball

Rank	Player	Proj	Actual	Error
1	Framber Valdez	0.1282	0.0000	43.6
2	Seth Lugo	0.1802	0.0000	32.5
3	Nick Wittgren	0.0619	0.4000	30.9
4	Sergio Romo	0.0619	0.4167	28.8
5	Tony Watson	0.0619	0.4762	28.5
6	Trevor May	0.0619	0.3750	27.8
7	Corbin Burnes	0.0926	0.0000	27.8
8	Touki Toussaint	0.2083	0.0000	27.8
9	Jimmy Cordero	0.0619	0.3000	26.6
10	Kwang Hyun Kim	0.1429	0.0000	25.6

Steamer

Rank	Player	Proj	Actual	Error
1	Seth Lugo	0.2111	0.0000	33.9
2	Daniel Ponce de Leon	0.2091	0.0000	30.0
3	Huascar Ynoa	0.2813	0.0000	28.2
4	Steve Cishek	0.2734	0.0000	25.5
5	Luke Jackson	0.2411	0.0526	25.0
6	Anthony Misiewicz	0.0796	0.3810	24.9
7	Tony Watson	0.1354	0.4762	24.8
8	Tyler Mahle	0.1225	0.0000	24.8
9	Josh James	0.0198	0.3077	23.8
10	Rafael Dolis	0.0619	0.2917	22.9

ZiPS

Rank	Player	Proj	Actual	Error
1	Ryan Brasier	0.0000	0.4000	37.2
2	Tyler Rogers	0.0000	0.3448	34.8
3	Nick Wittgren	0.0000	0.4000	33.1
4	Justin Wilson	0.0000	0.4348	32.1
5	Sergio Romo	0.0000	0.4167	30.9
6	Tony Watson	0.0000	0.4762	30.2
7	Trevor May	0.0000	0.3750	30.1
8	Jimmy Cordero	0.0000	0.3000	29.5
9	Tanner Rainey	0.0000	0.4500	29.1
10	Blake Treinen	0.0000	0.3333	29.0

ERA

Everybody Missed for ERA

Player	Actual	Marcel	Razzball	Steamer	ZiPS
Trevor Bauer	1.7260	3.8747 (708.7)	4.1114 (741.6)	4.1768 (750.9)	3.7286 (586.9)
Antonio Senzatela	3.4364	5.3444 (699.6)	5.6375 (752.5)	5.5709 (722.6)	5.5000 (658.2)
Julio Teheran	10.0532	4.0388 (836.4)	5.3138 (664.1)	5.2652 (676.1)	4.7213 (778.3)
Steven Matz	9.6848	4.3163 (705.4)	4.5572 (688.0)	4.5719 (690.5)	4.1538 (770.0)
Shane Bieber	1.6293	3.8140 (767.9)	3.6354 (679.6)	3.6871 (685.5)	3.6250 (625.0)
Roel Ramírez	81.0000	4.6746 (607.4)	4.6746 (608.3)	4.9941 (606.0)	4.8462 (608.4)
Jordan Yamamoto	18.2647	4.3988 (902.2)	4.6746 (891.6)	4.8062 (885.0)	4.5957 (908.5)
José Suarez	38.5714	5.6598 (747.8)	4.3000 (781.8)	4.7136 (773.0)	4.9091 (771.7)
Matt Hall	18.6923	5.4617 (692.8)	4.6746 (741.7)	4.4469 (755.7)	5.1429 (725.8)
Kyle Hart	15.5455	4.6746 (701.5)	4.6746 (709.4)	4.8665 (698.7)	5.3617 (675.0)
Dallas Keuchel	1.9895	3.7832 (564.0)	4.3947 (690.7)	4.4384 (693.7)	4.2000 (596.0)
Cody Carroll	54.0000	5.0186 (1020.2)	4.6746 (1029.9)	4.9521 (1024.8)	5.2500 (1021.5)

Individual Misses for ERA

Marcel

Rank	Player	Proj	Actual	Error
1	Corbin Burnes	5.3684	2.1117	877.8
2	Yu Darvish	4.1126	2.0132	742.6
3	Dinelson Lamet	4.2636	2.0870	688.2
4	Carlos Martinez	3.6812	9.9000	605.1
5	Jordan Lyles	4.4634	7.0231	574.3
6	Aníbal Sánchez	3.9416	6.6226	558.7
7	Robinson Leyer	4.6746	21.2143	548.7
8	Michael Fulmer	4.3725	8.7831	545.3

Razzball

Rank	Player	Proj	Actual	Error
1	Zach Davies	5.2347	2.7260	770.3
2	Yu Darvish	4.0421	2.0132	686.4
3	Corbin Burnes	4.5000	2.1117	640.9
4	Chris Bassitt	4.4549	2.2857	639.8
5	Zach Plesac	4.9773	2.2771	614.4
6	Kyle Hendricks	4.5132	2.8770	604.3
7	Kenta Maeda	4.7084	2.7000	568.1
8	Matthew Boyd	4.3349	6.7127	567.9

Steamer

Rank	Player	Proj	Actual	Error
1	Zach Davies	5.2445	2.7260	764.2
2	Yu Darvish	4.0766	2.0132	687.2
3	Corbin Burnes	4.6252	2.1117	663.3
4	Zach Plesac	5.0358	2.2771	619.9
5	Kyle Hendricks	4.5484	2.8770	605.3
6	Chris Bassitt	4.3041	2.2857	592.1
7	Matthew Boyd	4.3649	6.7127	568.4
8	Kenta Maeda	4.7237	2.7000	564.0

ZiPS

Rank	Player	Proj	Actual	Error
1	Carlos Martinez	3.4615	9.9000	658.3
2	Robbie Ray	3.9836	6.6194	634.3
3	Matthew Boyd	4.3594	6.7127	608.3
4	Michael Fulmer	4.2857	8.7831	596.9
5	Dinelson Lamet	4.1707	2.0870	585.4
6	Chris Bassitt	4.4000	2.2857	580.2
7	Edwar Colina	5.4000	81.0000	528.4
8	Touki Toussaint	4.3953	8.8767	524.7

WHIP

Everybody Missed for WHIP

Player	Actual	Marcel	Razzball	Steamer	ZiPS
Trevor Bauer	0.7945	1.2371 (139.1)	1.2702 (141.9)	1.2856 (143.1)	1.2571 (123.5)
Zach Plesac	0.7952	1.2759 (110.9)	1.3674 (125.0)	1.3915 (127.7)	1.3559 (111.8)
Edwar Colina	18.0000	1.3653 (116.0)	1.3653 (116.2)	1.5843 (114.7)	1.5714 (115.1)
Robbie Ray	1.8968	1.3103 (132.7)	1.3592 (126.2)	1.3404 (133.7)	1.2951 (155.6)
Jordan Yamamoto	3.0000	1.2414 (114.0)	1.3653 (107.2)	1.4164 (104.5)	1.3617 (111.0)
Dinelson Lamet	0.8551	1.2873 (130.8)	1.2367 (111.2)	1.2458 (110.6)	1.3171 (118.5)
José Suarez	6.4286	1.4742 (112.6)	1.3222 (116.6)	1.3984 (115.2)	1.4318 (115.3)
Marco Gonzales	0.9474	1.3046 (114.9)	1.3538 (122.2)	1.3310 (112.8)	1.3333 (101.9)
Kenta Maeda	0.7500	1.1830 (121.7)	1.3293 (152.3)	1.3432 (152.9)	1.2800 (126.9)
Kyle Hart	3.0909	1.3653 (111.7)	1.3653 (113.3)	1.4182 (110.5)	1.5319 (105.7)
Cody Carroll	7.0000	1.4126 (116.1)	1.3653 (117.6)	1.4864 (115.3)	1.6250 (113.3)

Individual Misses for WHIP

Marcel

Rank	Player	Proj	Actual	Error
1	Framber Valdez	1.4433	1.1179	110.3
2	Corbin Burnes	1.4211	1.0223	109.5
3	Adam Wainwright	1.4059	1.0508	108.2
4	Shane Bieber	1.1723	0.8664	108.0
5	Lance Lynn	1.3107	1.0595	106.3
6	Antonio Senzatela	1.4964	1.2136	103.2
7	Brandon Workman	1.1957	2.2373	99.4
8	Michael Fulmer	1.2821	2.0602	98.0
9	Robinson Leyer	1.3653	4.2857	97.3

Razzball

Rank	Player	Proj	Actual	Error
1	Antonio Senzatela	1.6004	1.2136	127.7
2	Zach Davies	1.4918	1.0673	126.8
3	Kyle Hendricks	1.3085	0.9959	109.4
4	Brad Keller	1.4728	1.0244	103.9
5	Brandon Woodruff	1.3009	0.9910	101.0
6	Robinson Leyer	1.3653	4.2857	98.1
7	Corbin Burnes	1.3765	1.0223	93.3
8	Matt Hall	1.3653	3.1154	92.6
9	Dallas Keuchel	1.4123	1.0895	91.9

Steamer

Rank	Player	Proj	Actual	Error
1	Zach Davies	1.4988	1.0673	125.6
2	Antonio Senzatela	1.5833	1.2136	119.2
3	Kyle Hendricks	1.3129	0.9959	107.3
4	Adam Wainwright	1.4276	1.0508	104.9
5	Brad Keller	1.4794	1.0244	102.9
6	Brandon Woodruff	1.3079	0.9910	99.8
7	Corbin Burnes	1.3984	1.0223	95.9
8	Tony Gonsolin	1.3500	0.8357	94.7
9	Robinson Leyer	1.5072	4.2857	93.7

ZiPS

Rank	Player	Proj	Actual	Error
1	Tyler Matzek	2.2857	1.1379	136.7
2	Cristian Javier	1.5946	0.9939	124.6
3	Max Scherzer	0.9844	1.3812	122.4
4	Michael Fulmer	1.2857	2.0602	107.8
5	Tony Gonsolin	1.4571	0.8357	106.2
6	Patrick Corbin	1.2353	1.5685	103.7
7	Jairo Díaz	1.3200	2.2500	100.5
8	Luke Jackson	1.2593	1.9747	96.8
9	Tanner Roark	1.3214	1.7413	96.4