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
Salvador Perez	0.4103	0.3167 (16.4)	0.3156 (16.3)	0.3205 (15.5)	0.3119 (16.4)
J.D. Martinez	0.2950	0.4026 (22.7)	0.3974 (22.0)	0.3975 (22.1)	0.3838 (19.5)
Dominic Smith	0.4118	0.3268 (19.2)	0.3113 (21.9)	0.3112 (21.9)	0.3094 (21.7)
Marcell Ozuna	0.4465	0.3459 (30.0)	0.3576 (26.3)	0.3561 (26.6)	0.3639 (23.9)
Jose Altuve	0.2779	0.3729 (17.5)	0.3611 (15.4)	0.3609 (15.5)	0.3692 (17.8)
Mike Yastrzemski	0.4093	0.3455 (17.0)	0.3115 (24.2)	0.3169 (22.9)	0.3204 (21.5)
Freddie Freeman	0.4625	0.3861 (23.1)	0.3928 (20.8)	0.3915 (21.0)	0.3953 (19.3)
José Abreu	0.4122	0.3508 (19.2)	0.3585 (16.6)	0.3539 (17.7)	0.3368 (21.5)
DJ LeMahieu	0.4286	0.3476 (20.0)	0.3372 (21.8)	0.3344 (22.3)	0.3362 (21.4)
Javier Báez	0.2560	0.3486 (19.0)	0.3474 (19.2)	0.3454 (18.8)	0.3464 (19.7)
Trea Turner	0.4126	0.3420 (21.3)	0.3489 (19.0)	0.3493 (18.8)	0.3429 (19.8)
Brandon Belt	0.4286	0.3306 (19.6)	0.3448 (16.7)	0.3470 (16.3)	0.3323 (18.5)
Wil Myers	0.3996	0.3273 (18.3)	0.3167 (20.2)	0.3177 (19.9)	0.3261 (17.5)
Juan Soto	0.4912	0.3860 (22.9)	0.4044 (18.9)	0.4065 (18.4)	0.4135 (16.5)
Jose Iglesias	0.4075	0.3040 (17.3)	0.2996 (17.6)	0.3002 (17.5)	0.2965 (17.7)

Individual Misses for wOBA

Marcel

Rank	Player	Proj	Actual	Error
1	Travis d'Arnaud	0.3189	0.3920	15.6
2	Jeimer Candelario	0.3092	0.3731	15.6
3	Ke'Bryan Hayes	0.3201	0.4693	15.3
4	Manny Machado	0.3487	0.3963	15.1
5	Bryan Reynolds	0.3596	0.2762	14.9

Razzball

Rank	Player	Proj	Actual	Error
1	Nelson Cruz	0.3201	0.4182	23.0
2	Ke'Bryan Hayes	0.3007	0.4693	16.9
3	Kyle Lewis	0.2895	0.3494	16.8
4	Teoscar Hernández	0.3156	0.3821	15.8
5	Josh Bell	0.3711	0.2937	15.1

Steamer

Rank	Player	Proj	Actual	Error
1	Ke'Bryan Hayes	0.3036	0.4693	16.6
2	Kyle Lewis	0.2903	0.3494	16.5
3	Gregory Polanco	0.3321	0.2303	16.1
4	Josh Bell	0.3737	0.2937	15.8
5	Teoscar Hernández	0.3165	0.3821	15.5

ZiPS

Rank	Player	Proj	Actual	Error
1	Joey Gallo	0.3852	0.3003	17.6
2	Kyle Lewis	0.2846	0.3494	17.3
3	Donovan Solano	0.2791	0.3569	17.2
4	Gregory Polanco	0.3348	0.2303	17.0
5	Eduardo Escobar	0.3455	0.2648	16.4

Strikeout Rate

Everybody Missed for Strikeout Rate

Player	Actual	Marcel	Razzball	Steamer	ZiPS
Gregory Polanco	0.3736	0.2136 (25.3)	0.2343 (21.8)	0.2282 (22.3)	0.2432 (20.1)
Willy Adames	0.3610	0.2607 (17.6)	0.2386 (22.2)	0.2424 (20.7)	0.2611 (17.4)
Christian Yelich	0.3077	0.2054 (21.7)	0.2033 (22.3)	0.2032 (21.5)	0.2060 (21.4)
Brandon Nimmo	0.1911	0.2597 (18.7)	0.2695 (20.8)	0.2692 (21.5)	0.2704 (21.2)
Evan White	0.4158	0.2343 (33.8)	0.2283 (35.0)	0.2219 (35.6)	0.2775 (24.9)
Bryce Harper	0.1762	0.2410 (19.3)	0.2502 (21.5)	0.2484 (21.9)	0.2616 (24.5)
Kyle Seager	0.1331	0.2004 (20.3)	0.2343 (28.6)	0.2058 (22.4)	0.1960 (19.3)

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	Jake Cronenworth	0.2343	0.1563	17.8
5	Miguel Sanó	0.3385	0.4390	17.7
6	Niko Goodrum	0.2725	0.3855	17.6
7	Trea Turner	0.1912	0.1390	17.2
8	Mitch Garver	0.2300	0.4568	17.2
9	Gary Sánchez	0.2505	0.3596	16.8
10	Freddie Freeman	0.1909	0.1412	16.8

Razzball

Rank	Player	Proj	Actual	Error
1	Didi Gregorius	0.2343	0.1181	30.9
2	Jared Walsh	0.3333	0.1389	22.5
3	Maikel Franco	0.2343	0.1564	22.4
4	Robinson Canó	0.2343	0.1319	21.2
5	Tommy La Stella	0.1274	0.0526	20.2
6	Christian Walker	0.2687	0.2058	18.7
7	Michael Brantley	0.2343	0.1497	18.4
8	Rafael Devers	0.1821	0.2702	18.4
9	Garrett Hampson	0.2130	0.3261	18.2
10	Niko Goodrum	0.2700	0.3855	18.1

Steamer

Rank	Player	Proj	Actual	Error
1	Jared Walsh	0.3191	0.1389	21.4
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	Niko Goodrum	0.2718	0.3855	17.2
10	Nicky Lopez	0.1074	0.2135	17.0

ZiPS

Rank	Player	Proj	Actual	Error
1	Jared Walsh	0.3228	0.1389	21.5
2	Rafael Devers	0.1753	0.2702	19.8
3	Trea Turner	0.2000	0.1390	19.7
4	Randal Grichuk	0.2783	0.2121	18.8
5	Garrett Hampson	0.2105	0.3261	18.5
6	Paul Goldschmidt	0.2511	0.1861	18.5
7	Cavan Biggio	0.2844	0.2302	18.4
8	Jo Adell	0.2643	0.4167	18.1
9	Keston Hiura	0.2578	0.3455	17.9
10	Nicky Lopez	0.1063	0.2135	17.7

Walk Rate

Everybody Missed for Walk Rate

Player	Actual	Marcel	Razzball	Steamer	ZiPS
Marcell Ozuna	0.1423	0.0896 (13.1)	0.0902 (13.0)	0.0902 (12.4)	0.0905 (12.0)
Freddie Freeman	0.1718	0.1142 (14.1)	0.1216 (12.2)	0.1228 (11.3)	0.1208 (11.5)
Aaron Hicks	0.1943	0.1305 (12.7)	0.1297 (12.9)	0.1295 (12.4)	0.1301 (12.1)
Christian Yelich	0.1862	0.1153 (16.6)	0.1298 (13.1)	0.1285 (12.8)	0.1245 (13.5)
Jason Heyward	0.1657	0.0963 (11.9)	0.1048 (10.4)	0.1031 (10.3)	0.1010 (10.4)
Sean Murphy	0.1714	0.0897 (10.9)	0.0739 (13.2)	0.0748 (12.7)	0.0789 (12.0)
Anthony Rendon	0.1638	0.1136 (10.8)	0.1136 (10.8)	0.1143 (10.1)	0.1111 (10.6)
Martín Maldonado	0.1636	0.0618 (16.2)	0.0641 (15.8)	0.0636 (15.5)	0.0725 (13.9)
Kyle Lewis	0.1405	0.0741 (15.2)	0.0723 (15.6)	0.0732 (14.9)	0.0663 (16.2)
J.D. Davis	0.1354	0.0835 (11.0)	0.0818 (11.5)	0.0829 (10.7)	0.0765 (11.9)
Ronald Acuña Jr.	0.1881	0.0987 (17.3)	0.1024 (16.6)	0.1030 (16.0)	0.1047 (15.4)
Clint Frazier	0.1563	0.0751 (12.4)	0.0750 (12.4)	0.0743 (12.2)	0.0718 (12.4)
Ketel Marte	0.0359	0.0898 (11.2)	0.0858 (10.4)	0.0856 (10.8)	0.0812 (10.2)

Individual Misses for Walk Rate

Marcel

Rank	Player	Proj	Actual	Error
1	Mark Canha	0.1006	0.1523	11.7
2	Bryce Harper	0.1498	0.2008	11.5
3	Juan Soto	0.1476	0.2092	11.3
4	Hunter Dozier	0.0827	0.1452	10.9
5	Kyle Seager	0.0814	0.1290	10.9
6	Mike Yastrzemski	0.0817	0.1333	10.8
7	Luke Voit	0.1146	0.0726	10.7

Razzball

Rank	Player	Proj	Actual	Error
1	Mark Canha	0.0995	0.1523	12.0
2	Victor Reyes	0.0916	0.0423	11.3
3	Adalberto Mondesi	0.0916	0.0472	11.2
4	Brett Gardner	0.0916	0.1646	11.0
5	Jon Berti	0.0786	0.1544	10.8
6	Hunter Dozier	0.0855	0.1452	10.4
7	Erik González	0.0916	0.0415	10.4

Steamer

Rank	Player	Proj	Actual	Error
1	Mark Canha	0.1004	0.1523	11.2
2	Mike Trout	0.1853	0.1452	11.1
3	Kyle Seager	0.0820	0.1290	10.2
4	Carlos Correa	0.1125	0.0724	10.2
5	Andrew McCutchen	0.1274	0.0913	10.1
6	Jon Berti	0.0813	0.1544	10.0
7	Luke Voit	0.1094	0.0726	10.0

ZiPS

Rank	Player	Proj	Actual	Error
1	Andrew McCutchen	0.1319	0.0913	11.5
2	Mike Trout	0.1855	0.1452	11.4
3	Luke Voit	0.1141	0.0726	11.3
4	Carlos Correa	0.1156	0.0724	11.1
5	Carson Kelly	0.1223	0.0465	10.7
6	Brett Gardner	0.0916	0.1646	10.4
7	Jean Segura	0.0517	0.1060	10.3

Hit By Pitch Rate

Everybody Missed for Hit By Pitch Rate

Player	Actual	Marcel	Razzball	Steamer	ZiPS
Keston Hiura	0.0447	0.0182 (6.2)	0.0167 (6.6)	0.0160 (6.6)	0.0222 (5.0)
Willson Contreras	0.0622	0.0173 (9.8)	0.0157 (10.2)	0.0160 (10.0)	0.0176 (9.5)
Dylan Moore	0.0503	0.0233 (4.1)	0.0150 (5.4)	0.0160 (5.2)	0.0199 (4.5)
Justin Upton	0.0422	0.0078 (5.5)	0.0123 (4.8)	0.0090 (5.2)	0.0057 (5.7)
Carter Kieboom	0.0410	0.0087 (3.8)	0.0104 (3.6)	0.0100 (3.6)	0.0096 (3.5)
Bradley Zimmer	0.1000	0.0091 (4.5)	0.0200 (3.9)	0.0110 (4.4)	0.0149 (4.1)
Ramón Laureano	0.0541	0.0172 (7.9)	0.0142 (8.6)	0.0140 (8.5)	0.0160 (7.9)
Matt Carpenter	0.0355	0.0119 (3.7)	0.0118 (3.8)	0.0120 (3.7)	0.0102 (3.9)
Robbie Grossman	0.0260	0.0041 (3.9)	0.0060 (3.6)	0.0060 (3.5)	0.0059 (3.4)
Abraham Toro	0.0722	0.0119 (5.7)	0.0114 (5.8)	0.0120 (5.7)	0.0174 (5.1)
J.D. Davis	0.0306	0.0068 (5.1)	0.0084 (4.8)	0.0080 (4.7)	0.0055 (5.2)
Kyle Seager	0.0282	0.0104 (4.1)	0.0123 (3.6)	0.0100 (4.1)	0.0101 (3.9)

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	4.4
2	Starling Marte	0.0183	0.0360	4.1
3	Derek Dietrich	0.0123	0.0667	4.0
4	Victor Robles	0.0254	0.0476	4.0
5	Joey Bart	0.0099	0.0450	3.8
6	Mark Canha	0.0246	0.0412	3.7
7	Andrés Giménez	0.0167	0.0455	3.6
8	Jake Cave	0.0114	0.0407	3.5

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	Jeff McNeil	0.0283	0.0144	3.4
5	Avisaíl García	0.0104	0.0290	3.4
6	Jake Cave	0.0110	0.0407	3.4
7	Kole Calhoun	0.0093	0.0263	3.3
8	Michael Conforto	0.0134	0.0300	3.3

Home Run Rate

Everybody Missed for Home Run Rate

Player	Actual	Marcel	Razzball	Steamer	ZiPS
Marcell Ozuna	0.1065	0.0635 (11.5)	0.0738 (9.0)	0.0730 (8.9)	0.0705 (9.2)
Jesse Winker	0.1154	0.0490 (12.1)	0.0484 (12.4)	0.0489 (12.1)	0.0367 (14.1)
Luke Voit	0.1375	0.0732 (15.0)	0.0689 (16.3)	0.0697 (15.8)	0.0796 (13.2)
José Abreu	0.1044	0.0610 (11.3)	0.0695 (9.4)	0.0678 (9.5)	0.0592 (11.5)
Bobby Dalbec	0.1951	0.0539 (13.0)	0.0769 (11.0)	0.0780 (10.7)	0.0769 (10.7)
Kole Calhoun	0.1111	0.0598 (11.7)	0.0539 (13.3)	0.0640 (10.7)	0.0643 (10.4)
AJ Pollock	0.1046	0.0550 (10.4)	0.0571 (10.2)	0.0574 (9.8)	0.0566 (9.8)
J.D. Martinez	0.0455	0.0925 (11.2)	0.0936 (11.2)	0.0938 (11.6)	0.0822 (9.0)
Byron Buxton	0.1354	0.0456 (12.1)	0.0538 (11.2)	0.0538 (11.0)	0.0538 (10.8)
Joey Gallo	0.0877	0.1280 (9.1)	0.1375 (11.0)	0.1385 (11.6)	0.1781 (20.7)
Ronald Acuña Jr.	0.1400	0.0827 (11.6)	0.0884 (10.6)	0.0878 (10.5)	0.0843 (11.0)

Individual Misses for Home Run Rate

Marcel

Rank	Player	Proj	Actual	Error
1	Adam Duvall	0.0653	0.1168	10.7
2	Nick Solak	0.0546	0.0117	10.0
3	Shogo Akiyama	0.0539	0.0000	9.9
4	Teoscar Hernández	0.0780	0.1240	9.5
5	Nick Castellanos	0.0541	0.0933	9.5
6	Wil Myers	0.0623	0.1056	9.4
7	DJ Stewart	0.0521	0.1346	9.2
8	Brian Anderson	0.0416	0.0815	9.1
9	Jedd Gyorko	0.0457	0.1111	8.8

Razzball

Rank	Player	Proj	Actual	Error
1	Nelson Cruz	0.0539	0.1260	15.6
2	Teoscar Hernández	0.0749	0.1240	10.4
3	Carlos Correa	0.0794	0.0327	10.1
4	Randy Arozarena	0.0360	0.1628	9.7
5	Shogo Akiyama	0.0539	0.0000	9.7
6	Nick Solak	0.0533	0.0117	9.5
7	César Hernández	0.0539	0.0169	9.4
8	Avisaíl García	0.0600	0.0152	9.1
9	Wil Myers	0.0651	0.1056	9.0

Steamer

Rank	Player	Proj	Actual	Error
1	Carlos Correa	0.0788	0.0327	10.3
2	Teoscar Hernández	0.0752	0.1240	10.0
3	Nick Solak	0.0539	0.0117	9.9
4	Avisaíl García	0.0601	0.0152	9.4
5	Randy Arozarena	0.0397	0.1628	9.3
6	Nomar Mazara	0.0693	0.0109	8.8
7	DJ Stewart	0.0573	0.1346	8.6
8	Gleyber Torres	0.0811	0.0278	8.6
9	Franmil Reyes	0.0964	0.0612	8.6

ZiPS

Rank	Player	Proj	Actual	Error
1	Franmil Reyes	0.1040	0.0612	10.7
2	Gleyber Torres	0.0920	0.0278	10.5
3	Mark Canha	0.0741	0.0352	9.8
4	Randy Arozarena	0.0357	0.1628	9.5
5	Eric Thames	0.1034	0.0370	9.5
6	Avisaíl García	0.0588	0.0152	9.3
7	DJ Stewart	0.0508	0.1346	9.2
8	José Ramírez	0.0588	0.0960	9.1
9	Carlos Correa	0.0714	0.0327	8.9

BABIP

Everybody Missed for BABIP

Player	Actual	Marcel	Razzball	Steamer	ZiPS
Salvador Perez	0.3750	0.2686 (18.3)	0.2639 (18.4)	0.2681 (17.9)	0.2636 (18.8)
Michael Conforto	0.4118	0.2974 (29.2)	0.2881 (30.4)	0.2862 (31.2)	0.3016 (27.7)
Marcell Ozuna	0.3907	0.3023 (26.5)	0.3026 (25.3)	0.3028 (25.6)	0.3103 (23.8)
Eugenio Suárez	0.2137	0.3116 (20.1)	0.2999 (18.3)	0.2945 (16.8)	0.3023 (18.4)
Travis d'Arnaud	0.4112	0.2755 (26.9)	0.2865 (24.2)	0.2865 (24.4)	0.2887 (24.2)
Willi Castro	0.4432	0.3036 (21.0)	0.3046 (20.4)	0.3131 (19.3)	0.3086 (20.1)
Christian Yelich	0.2589	0.3450 (18.6)	0.3485 (20.4)	0.3426 (18.7)	0.3357 (16.8)
Max Muncy	0.2030	0.2872 (18.2)	0.2824 (18.0)	0.2864 (18.7)	0.2913 (19.7)
Jeimer Candelario	0.3721	0.2832 (20.5)	0.2880 (18.7)	0.2966 (17.2)	0.2901 (18.7)
Bryan Reynolds	0.2295	0.3587 (24.6)	0.3380 (21.1)	0.3435 (22.0)	0.3285 (18.7)
Jose Iglesias	0.4065	0.2985 (17.8)	0.2935 (18.0)	0.2908 (18.6)	0.2885 (19.0)
Alec Bohm	0.4098	0.2901 (23.5)	0.2908 (22.6)	0.2838 (24.1)	0.2925 (22.7)

Individual Misses for BABIP

Marcel

Rank	Player	Proj	Actual	Error
1	Tyler O'Neill	0.3333	0.1889	21.0
2	Edwin Encarnación	0.2646	0.1546	18.0
3	Alex Verdugo	0.3003	0.3709	18.0
4	Dansby Swanson	0.2931	0.3503	17.9
5	Keston Hiura	0.3556	0.2727	17.7
6	Dominic Smith	0.2900	0.3680	17.7
7	Ty France	0.2879	0.3900	17.5
8	J.D. Martinez	0.3428	0.2585	17.4

Razzball

Rank	Player	Proj	Actual	Error
1	Edwin Encarnación	0.2901	0.1546	23.3
2	César Hernández	0.2901	0.3600	20.0
3	Dominic Smith	0.2845	0.3680	18.0
4	Gary Sánchez	0.2635	0.1585	17.5
5	J.D. Martinez	0.3387	0.2585	17.4
6	Franmil Reyes	0.2907	0.3551	17.1
7	Hunter Renfroe	0.2712	0.1410	17.1
8	Mike Yastrzemski	0.3012	0.3701	17.0

Steamer

Rank	Player	Proj	Actual	Error
1	Edwin Encarnación	0.2642	0.1546	18.4
2	Dominic Smith	0.2852	0.3680	18.1
3	Hunter Renfroe	0.2730	0.1410	17.2
4	Shohei Ohtani	0.3349	0.2292	17.1
5	Willy Adames	0.3134	0.3883	17.0
6	J.D. Martinez	0.3355	0.2585	16.3
7	Gary Sánchez	0.2582	0.1585	16.3
8	Mike Yastrzemski	0.3061	0.3701	16.2

ZiPS

Rank	Player	Proj	Actual	Error
1	Shohei Ohtani	0.3516	0.2292	19.9
2	Donovan Solano	0.3084	0.3960	19.6
3	Tyler O'Neill	0.3146	0.1889	18.3
4	Mike Yastrzemski	0.2991	0.3701	18.0
5	Hunter Renfroe	0.2762	0.1410	17.5
6	Rougned Odor	0.2824	0.1566	17.3
7	Joey Votto	0.3206	0.2348	17.1
8	Willy Adames	0.3143	0.3883	17.0

Single Rate

Everybody Missed for Single Rate

Player	Actual	Marcel	Razzball	Steamer	ZiPS
Michael Conforto	0.3235	0.2187 (25.5)	0.2074 (27.8)	0.2050 (28.6)	0.2222 (24.6)
Edwin Encarnación	0.1031	0.2062 (17.9)	0.2162 (19.9)	0.2007 (16.9)	0.2041 (17.5)
Marcell Ozuna	0.2980	0.2401 (16.6)	0.2320 (18.4)	0.2327 (18.5)	0.2345 (18.1)
Eugenio Suárez	0.1453	0.2404 (20.9)	0.2254 (17.8)	0.2214 (16.6)	0.2248 (17.4)
Nelson Cruz	0.3063	0.2323 (16.8)	0.2162 (19.9)	0.2445 (14.1)	0.2308 (17.1)
Travis d'Arnaud	0.3364	0.2075 (24.5)	0.2146 (23.0)	0.2148 (23.1)	0.2268 (20.9)
Willi Castro	0.3750	0.2143 (23.1)	0.2296 (20.8)	0.2357 (20.1)	0.2284 (21.1)
Kyle Lewis	0.3175	0.2162 (25.6)	0.2267 (22.7)	0.2225 (24.0)	0.2281 (22.6)
Ryan Mountcastle	0.3441	0.2162 (18.5)	0.2422 (14.7)	0.2385 (15.3)	0.2353 (15.8)
J.D. Martinez	0.1497	0.2493 (22.6)	0.2474 (22.4)	0.2453 (21.7)	0.2388 (20.1)
Teoscar Hernández	0.2832	0.2022 (17.7)	0.2143 (14.9)	0.2117 (15.6)	0.2110 (15.8)
Alec Bohm	0.3197	0.2162 (19.4)	0.2211 (18.3)	0.2147 (19.6)	0.2245 (17.9)
Raimel Tapia	0.3179	0.2375 (17.5)	0.2469 (15.2)	0.2463 (15.6)	0.2481 (15.2)

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	15.4
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	18.1
2	Kole Calhoun	0.2162	0.1406	16.5
3	Franmil Reyes	0.2181	0.2826	16.3
4	Hunter Renfroe	0.1964	0.0769	16.2
5	Gregory Polanco	0.2162	0.1236	15.6
6	Christian Yelich	0.2536	0.1875	15.6
7	Gary Sánchez	0.1958	0.1098	14.8

Steamer

Rank	Player	Proj	Actual	Error
1	Bryan Reynolds	0.2568	0.1639	18.5
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	15.3
5	Adam Eaton	0.2464	0.1575	14.9
6	Christian Yelich	0.2485	0.1875	14.1
7	Jackie Bradley Jr.	0.2021	0.2628	14.0

ZiPS

Rank	Player	Proj	Actual	Error
1	Tyler O'Neill	0.2472	0.1333	17.2
2	Matt Joyce	0.2000	0.3059	16.3
3	Adam Eaton	0.2533	0.1575	16.1
4	Ronald Acuña Jr.	0.2566	0.1744	15.8
5	Jackie Bradley Jr.	0.1966	0.2628	15.3
6	Hunter Renfroe	0.1905	0.0769	15.2
7	Randal Grichuk	0.1811	0.2420	15.0

Double Rate

Everybody Missed for Double Rate

Player	Actual	Marcel	Razzball	Steamer	ZiPS
Matt Olson	0.0336	0.0781 (9.7)	0.0755 (9.5)	0.0793 (10.4)	0.0820 (11.0)
Corey Dickerson	0.0327	0.0949 (12.1)	0.0824 (9.8)	0.0834 (9.9)	0.0887 (11.0)
Keston Hiura	0.0331	0.0978 (14.7)	0.0883 (12.8)	0.0881 (12.7)	0.0882 (12.7)
Dominic Smith	0.1680	0.0800 (18.5)	0.0725 (19.6)	0.0728 (19.6)	0.0732 (19.6)
Willy Adames	0.1456	0.0634 (17.8)	0.0645 (17.3)	0.0652 (17.2)	0.0643 (17.4)
Jason Castro	0.2000	0.0773 (11.7)	0.0681 (12.4)	0.0771 (11.6)	0.0714 (12.1)
Josh Bell	0.0227	0.0820 (12.1)	0.0771 (11.4)	0.0791 (11.8)	0.0828 (12.6)
Miguel Sanó	0.1446	0.0856 (13.1)	0.0857 (12.7)	0.0875 (12.4)	0.0921 (11.5)
Freddie Freeman	0.1402	0.0867 (15.3)	0.0885 (14.4)	0.0877 (14.7)	0.0927 (13.4)
Nick Markakis	0.1415	0.0778 (9.7)	0.0681 (10.8)	0.0735 (10.1)	0.0676 (10.9)
César Hernández	0.1143	0.0558 (16.5)	0.0681 (12.9)	0.0634 (14.2)	0.0529 (16.9)
Jose Iglesias	0.1382	0.0672 (11.4)	0.0627 (11.8)	0.0623 (11.9)	0.0641 (11.6)
Kyle Lewis	0.0238	0.0811 (12.7)	0.0750 (11.6)	0.0736 (11.2)	0.0789 (12.5)
Ji Man Choi	0.1512	0.0780 (11.3)	0.0760 (11.4)	0.0763 (11.3)	0.0714 (12.1)
Ronald Acuña Jr.	0.1279	0.0683 (13.0)	0.0695 (12.5)	0.0702 (12.3)	0.0724 (11.9)

Individual Misses for Double Rate

Marcel

Rank	Player	Proj	Actual	Error
1	Marcell Ozuna	0.0565	0.0927	11.0
2	Christian Walker	0.0741	0.1098	9.8
3	Juan Soto	0.0806	0.1239	9.4
4	Max Muncy	0.0727	0.0301	9.4
5	Isiah Kiner-Falefa	0.0675	0.0226	9.1

Razzball

Rank	Player	Proj	Actual	Error
1	Cavan Biggio	0.0688	0.1053	10.5
2	Juan Soto	0.0777	0.1239	9.7
3	Andrew Stevenson	0.0513	0.2500	9.5
4	JaCoby Jones	0.0681	0.1525	9.5
5	Jake Cronenworth	0.0631	0.1079	9.2

Steamer

Rank	Player	Proj	Actual	Error
1	Cavan Biggio	0.0679	0.1053	10.8
2	Juan Soto	0.0794	0.1239	9.4
3	Miguel Cabrera	0.0715	0.0276	9.4
4	Jake Cronenworth	0.0635	0.1079	9.2
5	Andrew Stevenson	0.0581	0.2500	9.2

ZiPS

Rank	Player	Proj	Actual	Error
1	Cavan Biggio	0.0614	0.1053	12.5
2	Jake Cronenworth	0.0543	0.1079	11.0
3	Hunter Dozier	0.0952	0.0385	9.9
4	Marwin Gonzalez	0.0826	0.0301	9.8
5	Andrew Stevenson	0.0517	0.2500	9.5

Triple Rate

Everybody Missed for Triple Rate

Player	Actual	Marcel	Razzball	Steamer	ZiPS
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 (3.0)	0.0081 (3.0)	0.0099 (2.9)
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 (2.9)	0.0041 (2.8)	0.0043 (2.8)	0.0000 (3.6)
Trevor Story	0.0248	0.0115 (3.8)	0.0111 (3.7)	0.0112 (3.7)	0.0146 (3.0)
Jeimer Candelario	0.0233	0.0072 (3.6)	0.0092 (3.0)	0.0093 (3.0)	0.0076 (3.5)
Kevin Pillar	0.0186	0.0047 (3.4)	0.0033 (3.5)	0.0038 (3.5)	0.0058 (3.2)
Kyle Tucker	0.0387	0.0061 (7.8)	0.0073 (7.3)	0.0070 (7.4)	0.0068 (7.6)
Bryce Harper	0.0146	0.0029 (3.2)	0.0031 (2.9)	0.0028 (3.1)	0.0000 (3.9)

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	Whit Merrifield	0.0130	0.0000	3.0
5	Daulton Varsho	0.0058	0.0308	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	2.8
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	3.6
3	Daulton Varsho	0.0000	0.0308	3.6
4	Trea Turner	0.0088	0.0214	3.4
5	Luis Robert Jr.	0.0155	0.0000	3.4
6	Andrés Giménez	0.0000	0.0227	3.1
7	Yoán Moncada	0.0117	0.0242	3.0
8	Brandon Nimmo	0.0098	0.0222	2.9
9	Whit Merrifield	0.0116	0.0000	2.9
10	Isiah Kiner-Falefa	0.0049	0.0169	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	3.3
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	4.1
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	3.5
6	Keston Hiura	0.0147	0.0000	3.3
7	Jonathan Schoop	0.0000	0.0169	3.2
8	Taylor Ward	0.0000	0.0303	3.2
9	Matt Chapman	0.0074	0.0253	2.9
10	Jared Walsh	0.0000	0.0256	2.9

Run Rate

Everybody Missed for Run Rate

Player	Actual	Marcel	Razzball	Steamer	ZiPS
Dansby Swanson	0.1856	0.1178 (18.4)	0.1217 (17.6)	0.1144 (17.7)	0.1238 (16.0)
Jonathan Villar	0.0628	0.1316 (13.8)	0.1254 (12.4)	0.1195 (12.6)	0.1277 (13.6)
Freddie Freeman	0.1947	0.1485 (12.6)	0.1487 (12.7)	0.1416 (12.8)	0.1500 (11.4)
Willie Calhoun	0.0278	0.1295 (10.8)	0.1228 (10.0)	0.1322 (11.7)	0.1324 (11.4)
Francisco Lindor	0.1128	0.1527 (10.1)	0.1596 (11.7)	0.1520 (11.6)	0.1597 (12.8)
J.D. Martinez	0.0928	0.1570 (14.7)	0.1544 (14.0)	0.1591 (16.7)	0.1441 (12.4)
Fernando Tatis Jr.	0.1946	0.1481 (12.4)	0.1443 (13.6)	0.1426 (12.3)	0.1509 (10.9)
Ronald Acuña Jr.	0.2277	0.1624 (13.6)	0.1635 (13.5)	0.1569 (13.5)	0.1705 (11.3)
Tim Anderson	0.2036	0.1331 (16.0)	0.1385 (15.0)	0.1320 (14.9)	0.1327 (15.4)

Individual Misses for Run Rate

Marcel

Rank	Player	Proj	Actual	Error
1	Manny Machado	0.1207	0.1732	13.8
2	Willson Contreras	0.1169	0.1644	11.1
3	Rhys Hoskins	0.1310	0.1892	11.1
4	Charlie Blackmon	0.1713	0.1255	10.8
5	Joey Gallo	0.1509	0.1018	10.7
6	Trent Grisham	0.1267	0.1667	10.6
7	Alex Verdugo	0.1174	0.1629	10.5
8	José Abreu	0.1261	0.1641	10.5
9	Randal Grichuk	0.1232	0.1645	10.0
10	Adam Duvall	0.1180	0.1627	9.7

Razzball

Rank	Player	Proj	Actual	Error
1	Kyle Lewis	0.0911	0.1529	15.6
2	Mike Yastrzemski	0.1176	0.1733	13.1
3	Anthony Rizzo	0.1626	0.1070	12.8
4	Trent Grisham	0.1235	0.1667	11.6
5	Luke Voit	0.1320	0.1752	10.7
6	Dylan Moore	0.1000	0.1635	10.5
7	Jeff McNeil	0.1432	0.0909	10.4
8	J.P. Crawford	0.1009	0.1422	10.2
9	Juan Soto	0.1500	0.1990	10.1
10	Ketel Marte	0.1516	0.0974	10.0

Steamer

Rank	Player	Proj	Actual	Error
1	Mike Yastrzemski	0.1075	0.1733	13.9
2	Kyle Lewis	0.0944	0.1529	13.1
3	Anthony Rizzo	0.1519	0.1070	11.9
4	Jorge Polanco	0.1417	0.0973	11.0
5	Hanser Alberto	0.1000	0.1515	10.9
6	Luke Voit	0.1246	0.1752	10.8
7	Marwin Gonzalez	0.1233	0.0754	10.4
8	DJ LeMahieu	0.1382	0.1898	10.2
9	Jeff McNeil	0.1346	0.0909	10.0
10	Carlos Correa	0.1405	0.0995	10.0

ZiPS

Rank	Player	Proj	Actual	Error
1	Joey Gallo	0.1707	0.1018	15.8
2	Kyle Lewis	0.0969	0.1529	13.3
3	José Abreu	0.1139	0.1641	12.9
4	Manny Machado	0.1235	0.1732	12.4
5	Miguel Cabrera	0.0719	0.1212	11.2
6	Alex Bregman	0.1653	0.1056	10.9
7	Hanser Alberto	0.1031	0.1515	10.9
8	Eric Thames	0.1465	0.0714	10.7
9	Alex Verdugo	0.1136	0.1629	10.7
10	Gregory Polanco	0.1284	0.0690	10.5

RBI Rate

Everybody Missed for RBI Rate

Player	Actual	Marcel	Razzball	Steamer	ZiPS
Avisaíl García	0.0725	0.1329 (12.2)	0.1408 (12.8)	0.1346 (12.2)	0.1503 (15.1)
Dominic Smith	0.2111	0.1153 (19.4)	0.1261 (18.2)	0.1184 (19.1)	0.1129 (20.5)
Eric Hosmer	0.2308	0.1288 (16.2)	0.1200 (18.3)	0.1270 (16.7)	0.1369 (15.4)
Christian Yelich	0.0891	0.1495 (14.5)	0.1641 (16.9)	0.1586 (16.4)	0.1674 (18.1)
Luke Voit	0.2222	0.1359 (20.6)	0.1350 (21.9)	0.1320 (21.8)	0.1467 (18.8)
Wil Myers	0.1835	0.1130 (15.8)	0.1205 (15.1)	0.1164 (15.3)	0.1263 (13.5)
José Abreu	0.2290	0.1546 (19.9)	0.1649 (18.5)	0.1554 (20.1)	0.1561 (20.4)

Individual Misses for RBI Rate

Marcel

Rank	Player	Proj	Actual	Error
1	Kyle Tucker	0.1151	0.1842	16.2
2	Jared Walsh	0.1016	0.2407	15.2
3	Marcell Ozuna	0.1549	0.2097	15.1
4	Kole Calhoun	0.1117	0.1754	14.9
5	Trea Turner	0.1027	0.1583	14.9
6	J.D. Martinez	0.1758	0.1139	14.2
7	Freddie Freeman	0.1501	0.2023	14.1
8	Brian Anderson	0.1107	0.1659	13.1
9	Manny Machado	0.1355	0.1850	13.0
10	Shogo Akiyama	0.1200	0.0492	12.6

Razzball

Rank	Player	Proj	Actual	Error
1	J.D. Martinez	0.1933	0.1139	17.3
2	Cody Bellinger	0.2000	0.1235	17.0
3	Brian Anderson	0.1082	0.1659	14.7
4	Mike Yastrzemski	0.0982	0.1556	14.4
5	Kole Calhoun	0.1200	0.1754	14.1
6	Fernando Tatis Jr.	0.1294	0.1751	13.4
7	Austin Nola	0.0871	0.1522	13.2
8	Didi Gregorius	0.1200	0.1688	13.1
9	Javier Báez	0.1643	0.1021	13.1
10	Kyle Schwarber	0.1711	0.1071	12.9

Steamer

Rank	Player	Proj	Actual	Error
1	Marcell Ozuna	0.1542	0.2097	15.6
2	Fernando Tatis Jr.	0.1187	0.1751	15.3
3	J.D. Martinez	0.1767	0.1139	14.2
4	Francisco Lindor	0.1574	0.1015	14.1
5	Trea Turner	0.1074	0.1583	14.0
6	Brian Anderson	0.1093	0.1659	13.7
7	Alex Verdugo	0.1320	0.0679	13.5
8	Freddie Freeman	0.1544	0.2023	13.4
9	David Bote	0.1115	0.2000	13.3
10	Kole Calhoun	0.1207	0.1754	13.2

ZiPS

Rank	Player	Proj	Actual	Error
1	Max Muncy	0.1753	0.1089	15.2
2	Eduardo Escobar	0.1609	0.0901	14.6
3	Anthony Rizzo	0.1630	0.0988	14.4
4	Donovan Solano	0.0797	0.1429	13.8
5	Cody Bellinger	0.1849	0.1235	13.7
6	Javier Báez	0.1651	0.1021	13.7
7	Charlie Blackmon	0.1197	0.1700	13.7
8	Trea Turner	0.1106	0.1583	13.6
9	Josh Bell	0.1644	0.0987	13.6
10	Carlos Correa	0.1792	0.1131	13.5

Stolen Base Rate

Everybody Missed for Stolen Base Rate

Player	Actual	Marcel	Razzball	Steamer	ZiPS
Manuel Margot	0.2857	0.1296 (24.9)	0.1429 (23.1)	0.1402 (23.4)	0.1628 (20.2)
Trent Grisham	0.1493	0.0405 (27.5)	0.0661 (21.6)	0.0660 (21.5)	0.0727 (20.3)
Amed Rosario	0.0000	0.1357 (19.9)	0.1421 (20.5)	0.1393 (20.2)	0.1455 (20.8)
Trevor Story	0.2344	0.1324 (26.5)	0.1307 (27.5)	0.1345 (26.4)	0.1321 (27.6)
Monte Harrison	0.6000	0.0561 (27.8)	0.0561 (27.9)	0.1574 (22.7)	0.2162 (19.8)
Scott Heineman	0.5000	0.0545 (24.1)	0.0822 (22.7)	0.0817 (22.7)	0.1053 (21.5)
Roman Quinn	0.5000	0.1692 (38.4)	0.0561 (51.8)	0.1888 (36.3)	0.3000 (23.7)
Robbie Grossman	0.1818	0.0379 (27.7)	0.0470 (26.4)	0.0462 (26.4)	0.0435 (27.4)
Billy Hamilton	1.2000	0.2571 (34.0)	0.0561 (41.3)	0.2409 (34.6)	0.3095 (32.2)

Individual Misses for Stolen Base Rate

Marcel

Rank	Player	Proj	Actual	Error
1	Dylan Moore	0.1154	0.3000	29.4
2	Adalberto Mondesi	0.3750	0.5000	29.2
3	Luis Robert Jr.	0.0561	0.1837	29.0
4	Leody Taveras	0.0561	0.2667	28.3
5	Brett Phillips	0.0561	0.4286	22.0
6	Andrés Giménez	0.0561	0.2222	22.0
7	Cedric Mullins	0.0517	0.1892	21.1
8	Tommy Edman	0.1263	0.0339	20.9
9	Myles Straw	0.1233	0.3529	19.8
10	Anderson Tejeda	0.0561	0.3077	19.4

Razzball

Rank	Player	Proj	Actual	Error
1	Adalberto Mondesi	0.0561	0.5000	104.0
2	Jonathan Villar	0.0561	0.2909	49.1
3	Jarrod Dyson	0.0561	0.4000	22.9
4	Niko Goodrum	0.0888	0.2059	21.4
5	Xander Bogaerts	0.0346	0.1270	21.4
6	Kevin Newman	0.1228	0.0000	20.7
7	Dylan Moore	0.1744	0.3000	20.4
8	Anthony Alford	0.0561	0.7500	20.2
9	Victor Reyes	0.0561	0.1481	20.2
10	Anderson Tejeda	0.0561	0.3077	19.6

Steamer

Rank	Player	Proj	Actual	Error
1	Adalberto Mondesi	0.3691	0.5000	30.9
2	Dylan Moore	0.1667	0.3000	21.5
3	Xander Bogaerts	0.0335	0.1270	21.5
4	Kevin Newman	0.1233	0.0000	20.9
5	Niko Goodrum	0.0947	0.2059	20.3
6	Austin Slater	0.0503	0.2353	19.4
7	Brett Phillips	0.1052	0.4286	19.2
8	Jonathan Villar	0.2004	0.2909	19.1
9	Victor Robles	0.1885	0.0870	18.8
10	Tommy Edman	0.1171	0.0339	18.4

ZiPS

Rank	Player	Proj	Actual	Error
1	Trea Turner	0.2712	0.1690	25.4
2	Ramón Laureano	0.1463	0.0333	24.2
3	Tommy Edman	0.1373	0.0339	22.5
4	Michael A. Taylor	0.2222	0.0000	21.6
5	Wil Myers	0.1429	0.0435	20.8
6	Victor Robles	0.1964	0.0870	19.9
7	Yoán Moncada	0.0893	0.0000	19.7
8	Niko Goodrum	0.1026	0.2059	19.2
9	Xander Bogaerts	0.0476	0.1270	18.8
10	Christian Yelich	0.1385	0.0588	18.7

Batting Average

Everybody Missed for Batting Average

Player	Actual	Marcel	Razzball	Steamer	ZiPS
Salvador Perez	0.3333	0.2500 (15.1)	0.2488 (15.0)	0.2529 (14.7)	0.2467 (15.3)
Michael Conforto	0.3218	0.2554 (18.6)	0.2523 (19.0)	0.2525 (19.4)	0.2565 (17.8)
J.D. Martinez	0.2133	0.3043 (18.4)	0.2981 (17.3)	0.2984 (16.9)	0.2908 (15.7)
Dominic Smith	0.3164	0.2466 (16.6)	0.2450 (16.6)	0.2437 (17.2)	0.2515 (15.1)
Marcell Ozuna	0.3377	0.2712 (21.4)	0.2746 (20.0)	0.2743 (20.6)	0.2814 (18.0)
Willi Castro	0.3488	0.2447 (16.5)	0.2559 (14.7)	0.2576 (14.7)	0.2535 (14.9)
Christian Yelich	0.2050	0.3056 (21.5)	0.3106 (23.1)	0.3063 (21.6)	0.3000 (20.7)
DJ LeMahieu	0.3641	0.2992 (16.9)	0.2894 (18.7)	0.2853 (20.0)	0.2944 (17.5)
Trea Turner	0.3348	0.2788 (18.0)	0.2885 (15.1)	0.2887 (15.5)	0.2804 (17.0)
Jose Iglesias	0.3732	0.2704 (17.4)	0.2689 (17.4)	0.2689 (17.7)	0.2667 (17.7)

Individual Misses for Batting Average

Marcel

Rank	Player	Proj	Actual	Error
1	Alec Bohm	0.2444	0.3375	19.2
2	Bryan Reynolds	0.2943	0.1892	19.0
3	Jeimer Candelario	0.2283	0.2973	17.0
4	Juan Soto	0.2801	0.3506	16.5
5	Jose Altuve	0.3075	0.2188	15.8
6	Freddie Freeman	0.2946	0.3411	15.7
7	Travis d'Arnaud	0.2493	0.3212	15.7
8	Gregory Polanco	0.2500	0.1529	14.5
9	Javier Báez	0.2779	0.2027	14.5
10	Edwin Encarnación	0.2506	0.1572	14.4

Razzball

Rank	Player	Proj	Actual	Error
1	Bryan Reynolds	0.2829	0.1892	17.0
2	Freddie Freeman	0.2915	0.3411	16.1
3	Gary Sánchez	0.2470	0.1474	15.6
4	Mike Yastrzemski	0.2411	0.2969	15.2
5	Robinson Canó	0.2444	0.3158	15.2
6	Nelson Cruz	0.2444	0.3027	15.0
7	Wil Myers	0.2329	0.2879	14.6
8	Javier Báez	0.2762	0.2027	14.5
9	Jeimer Candelario	0.2393	0.2973	14.4
10	Juan Soto	0.2893	0.3506	14.3

Steamer

Rank	Player	Proj	Actual	Error
1	Bryan Reynolds	0.2882	0.1892	17.7
2	Freddie Freeman	0.2912	0.3411	16.7
3	Alec Bohm	0.2638	0.3375	15.8
4	Mike Yastrzemski	0.2446	0.2969	14.9
5	Wil Myers	0.2337	0.2879	14.8
6	Teoscar Hernández	0.2321	0.2895	14.7
7	Travis d'Arnaud	0.2565	0.3212	14.5
8	Gary Sánchez	0.2423	0.1474	14.4
9	Gregory Polanco	0.2490	0.1529	14.3
10	Juan Soto	0.2917	0.3506	14.3

ZiPS

Rank	Player	Proj	Actual	Error
1	José Abreu	0.2685	0.3167	15.5
2	Jose Altuve	0.3035	0.2188	15.4
3	Donovan Solano	0.2615	0.3263	15.4
4	Alec Bohm	0.2646	0.3375	15.1
5	Brandon Belt	0.2364	0.3087	15.0
6	Gary Sánchez	0.2418	0.1474	14.8
7	Jeimer Candelario	0.2368	0.2973	14.8
8	Shohei Ohtani	0.2837	0.1895	14.5
9	Mike Yastrzemski	0.2442	0.2969	14.4
10	Gregory Polanco	0.2443	0.1529	14.0

On-Base Percentage

Everybody Missed for On-Base Percentage

Player	Actual	Marcel	Razzball	Steamer	ZiPS
Marcell Ozuna	0.4307	0.3383 (26.8)	0.3420 (25.6)	0.3416 (25.5)	0.3484 (22.7)
Dominic Smith	0.3769	0.3115 (14.6)	0.3061 (15.5)	0.3056 (15.4)	0.3065 (14.6)
Gregory Polanco	0.2139	0.3204 (17.1)	0.3218 (17.6)	0.3257 (18.4)	0.3243 (18.7)
Jose Altuve	0.2857	0.3717 (16.4)	0.3611 (14.4)	0.3608 (14.4)	0.3649 (16.0)
Mike Yastrzemski	0.4000	0.3292 (17.8)	0.3128 (21.2)	0.3158 (20.4)	0.3105 (20.8)
Freddie Freeman	0.4618	0.3807 (23.4)	0.3828 (22.5)	0.3839 (22.1)	0.3917 (19.1)
DJ LeMahieu	0.4213	0.3523 (16.6)	0.3476 (17.4)	0.3443 (18.0)	0.3462 (16.8)
Javier Báez	0.2383	0.3187 (17.0)	0.3173 (16.9)	0.3143 (16.4)	0.3119 (16.6)
J.D. Martinez	0.2911	0.3788 (18.9)	0.3736 (17.9)	0.3754 (18.5)	0.3649 (16.8)
Kyle Lewis	0.3636	0.3140 (14.0)	0.2898 (19.6)	0.2901 (19.3)	0.2806 (20.8)
Juan Soto	0.4898	0.3881 (21.5)	0.4026 (18.5)	0.4059 (17.7)	0.4143 (15.3)
Jose Iglesias	0.4000	0.3097 (14.8)	0.3074 (14.9)	0.3081 (14.7)	0.3037 (14.9)

Individual Misses for On-Base Percentage

Marcel

Rank	Player	Proj	Actual	Error
1	Brandon Belt	0.3394	0.4246	16.7
2	Edwin Encarnación	0.3484	0.2500	16.3
3	Bryan Reynolds	0.3595	0.2754	15.8
4	Alec Bohm	0.3218	0.4000	15.5
5	Travis d'Arnaud	0.3096	0.3859	15.5
6	Trea Turner	0.3422	0.3938	15.5
7	Michael Conforto	0.3563	0.4120	14.9
8	Kyle Seager	0.3054	0.3548	14.3

Razzball

Rank	Player	Proj	Actual	Error
1	Nelson Cruz	0.3218	0.3972	17.6
2	Michael Conforto	0.3563	0.4120	14.6
3	Will Smith	0.3026	0.4015	14.5
4	Travis d'Arnaud	0.3151	0.3859	14.3
5	Clint Frazier	0.3136	0.3937	13.9
6	Alec Bohm	0.3295	0.4000	13.9
7	Brandon Belt	0.3546	0.4246	13.8
8	Mark Canha	0.3372	0.3868	13.7

Steamer

Rank	Player	Proj	Actual	Error
1	Edwin Encarnación	0.3471	0.2500	16.4
2	Alec Bohm	0.3239	0.4000	14.8
3	Clint Frazier	0.3088	0.3937	14.6
4	Bryan Reynolds	0.3507	0.2754	14.4
5	Travis d'Arnaud	0.3153	0.3859	14.1
6	Will Smith	0.3050	0.4015	14.1
7	Michael Conforto	0.3588	0.4120	13.9
8	Josh Bell	0.3702	0.3049	13.2

ZiPS

Rank	Player	Proj	Actual	Error
1	Clint Frazier	0.2983	0.3937	15.7
2	Edwin Encarnación	0.3393	0.2500	15.7
3	Brandon Belt	0.3420	0.4246	15.3
4	Jo Adell	0.3260	0.2121	14.7
5	Trea Turner	0.3404	0.3938	14.6
6	Donovan Solano	0.2971	0.3645	14.3
7	David Fletcher	0.3176	0.3755	14.0
8	Tim Anderson	0.2978	0.3575	13.8

Slugging Percentage

Everybody Missed for Slugging Percentage

Player	Actual	Marcel	Razzball	Steamer	ZiPS
Salvador Perez	0.6333	0.4492 (32.6)	0.4622 (30.2)	0.4691 (29.3)	0.4533 (30.7)
Dominic Smith	0.6158	0.4521 (37.5)	0.4240 (42.7)	0.4216 (43.3)	0.4094 (44.4)
Marcell Ozuna	0.6360	0.4700 (50.9)	0.4995 (42.5)	0.4969 (43.4)	0.5075 (38.8)
Freddie Freeman	0.6402	0.5272 (36.0)	0.5420 (31.6)	0.5405 (32.2)	0.5362 (31.6)
Trea Turner	0.5880	0.4522 (41.5)	0.4693 (36.6)	0.4686 (37.0)	0.4579 (38.0)
Luke Voit	0.6103	0.4755 (37.3)	0.4535 (42.0)	0.4467 (43.7)	0.4938 (31.2)
DJ LeMahieu	0.5897	0.4564 (34.1)	0.4389 (37.5)	0.4349 (38.5)	0.4346 (37.1)
Javier Báez	0.3604	0.5127 (30.0)	0.5110 (30.1)	0.5086 (29.3)	0.5122 (31.8)
J.D. Martinez	0.3886	0.5814 (39.9)	0.5720 (38.1)	0.5740 (38.4)	0.5459 (33.3)
Brandon Belt	0.5906	0.4198 (35.0)	0.4394 (31.1)	0.4452 (30.2)	0.4182 (33.9)
Wil Myers	0.6061	0.4376 (42.1)	0.4216 (45.1)	0.4235 (44.9)	0.4438 (39.0)
Juan Soto	0.6948	0.5148 (40.1)	0.5515 (32.5)	0.5549 (32.0)	0.5604 (29.6)
José Abreu	0.6167	0.4954 (38.2)	0.5096 (34.0)	0.5013 (36.3)	0.4722 (42.2)

Individual Misses for Slugging Percentage

Marcel

Rank	Player	Proj	Actual	Error
1	Corey Seager	0.4658	0.5849	33.3
2	Manny Machado	0.4834	0.5804	30.9
3	Kole Calhoun	0.4194	0.5263	30.0
4	José Ramírez	0.5147	0.6073	29.8
5	Kyle Tucker	0.4097	0.5120	28.9
6	Jeimer Candelario	0.3871	0.5027	28.9
7	Jared Walsh	0.4072	0.6465	28.5

Razzball

Rank	Player	Proj	Actual	Error
1	Nelson Cruz	0.4181	0.5946	42.6
2	Mike Yastrzemski	0.4124	0.5677	40.0
3	Teoscar Hernández	0.4380	0.5789	33.8
4	Carlos Santana	0.4934	0.3495	30.9
5	Alex Dickerson	0.4181	0.5762	30.7
6	Ke'Bryan Hayes	0.3818	0.6824	30.7
7	Christian Yelich	0.5740	0.4300	30.0

Steamer

Rank	Player	Proj	Actual	Error
1	Mike Yastrzemski	0.4198	0.5677	38.5
2	Teoscar Hernández	0.4401	0.5789	33.6
3	Ke'Bryan Hayes	0.3861	0.6824	30.4
4	Corey Seager	0.4816	0.5849	29.4
5	Carlos Santana	0.4865	0.3495	29.0
6	AJ Pollock	0.4532	0.5663	28.7
7	Jose Iglesias	0.3888	0.5563	28.6

ZiPS

Rank	Player	Proj	Actual	Error
1	Joey Gallo	0.5662	0.3782	38.7
2	Mike Yastrzemski	0.4360	0.5677	33.4
3	Eduardo Escobar	0.5000	0.3350	32.9
4	Alex Dickerson	0.4112	0.5762	30.9
5	Christian Yelich	0.5700	0.4300	30.4
6	Corey Seager	0.4706	0.5849	30.4
7	Jose Altuve	0.5025	0.3438	29.8

Pitching Projection Accuracy

Batters Faced (BF)

Everybody Missed for Batters Faced (BF)

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

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

Everybody Missed for wOBA

Player	Actual	Marcel	Razzball	Steamer	ZiPS
Robbie Ray	0.3912	0.3156 (18.5)	0.1527 (29.0)	0.3001 (19.6)	0.2868 (20.9)
Patrick Corbin	0.3580	0.2948 (18.0)	0.1200 (33.9)	0.2847 (17.8)	0.2792 (17.0)

Individual Misses for wOBA

Marcel

Rank	Player	Proj	Actual	Error
1	Corbin Burnes	0.3429	0.2387	25.5
2	Shane Bieber	0.3029	0.2216	24.7
3	Dinelson Lamet	0.3149	0.2247	24.6
4	Trevor Bauer	0.3077	0.2287	22.5
5	Kenta Maeda	0.2984	0.2188	20.3
6	Jordan Yamamoto	0.3060	0.5962	19.3
7	Tanner Roark	0.3277	0.4173	19.3
8	Dylan Bundy	0.3339	0.2682	18.1
9	Devin Williams	0.3377	0.1621	17.8
10	Aníbal Sánchez	0.3117	0.3860	17.7

Razzball

Rank	Player	Proj	Actual	Error
1	Adam Wainwright	0.3198	0.2773	43.4
2	Justus Sheffield	0.3198	0.2846	36.7
3	Cristian Javier	0.3198	0.2804	34.8
4	Kyle Gibson	0.1262	0.3570	32.4
5	Alec Mills	0.3198	0.3162	31.9
6	Steven Brault	0.3198	0.2669	31.3
7	Trevor Williams	0.1336	0.3803	31.2
8	Aaron Civale	0.1220	0.3393	29.4
9	Matthew Boyd	0.1469	0.3763	28.8
10	Ross Stripling	0.1150	0.3692	28.8

Steamer

Rank	Player	Proj	Actual	Error
1	Kenta Maeda	0.3100	0.2188	25.8
2	Trevor Bauer	0.2965	0.2287	22.4
3	Corbin Burnes	0.3135	0.2387	21.0
4	Brad Keller	0.3189	0.2356	20.7
5	Shane Bieber	0.2777	0.2216	20.5
6	Dallas Keuchel	0.3124	0.2470	20.1
7	Dinelson Lamet	0.2863	0.2247	19.9
8	Zach Plesac	0.3218	0.2412	19.3
9	Zach Davies	0.3272	0.2725	18.6
10	Tanner Roark	0.3214	0.4173	18.3

ZiPS

Rank	Player	Proj	Actual	Error
1	Dinelson Lamet	0.2930	0.2247	23.9
2	Kenta Maeda	0.2876	0.2188	22.3
3	Shane Bieber	0.2742	0.2216	21.9
4	Tony Gonsolin	0.3241	0.2247	21.2
5	Trevor Bauer	0.2831	0.2287	21.0
6	Tanner Roark	0.3023	0.4173	20.7
7	Jordan Yamamoto	0.2995	0.5962	18.5
8	Brad Keller	0.2989	0.2356	18.1
9	Matthew Boyd	0.2897	0.3763	17.8
10	Trevor Williams	0.2894	0.3803	17.6

Strikeout Rate

Everybody Missed for Strikeout Rate

Player	Actual	Marcel	Razzball	Steamer	ZiPS
Shane Bieber	0.4108	0.2701 (40.5)	0.2656 (40.7)	0.2595 (39.8)	0.2633 (40.8)
Jordan Lyles	0.1353	0.2296 (26.3)	0.2042 (20.5)	0.2054 (23.2)	0.2200 (25.2)
Corbin Burnes	0.3667	0.2480 (27.4)	0.2213 (32.9)	0.2162 (32.0)	0.2566 (24.0)
Devin Williams	0.5300	0.2199 (30.6)	0.2281 (29.4)	0.2280 (28.5)	0.2710 (24.9)
Joe Musgrove	0.3313	0.2171 (18.2)	0.2022 (20.1)	0.2013 (18.7)	0.2131 (17.9)
Aaron Nola	0.3322	0.2598 (19.6)	0.2498 (21.5)	0.2483 (19.3)	0.2590 (18.2)
Patrick Corbin	0.2034	0.2691 (20.7)	0.2586 (18.7)	0.2566 (20.8)	0.2630 (20.6)
Jacob deGrom	0.3881	0.2967 (23.3)	0.2966 (22.3)	0.2957 (20.1)	0.2986 (21.3)
Jon Gray	0.1264	0.2365 (19.9)	0.2220 (18.0)	0.2270 (20.5)	0.2351 (20.7)
Kevin Gausman	0.3224	0.2210 (23.8)	0.2013 (27.7)	0.2036 (24.9)	0.2292 (20.4)
Zach Eflin	0.2857	0.2003 (19.8)	0.1759 (24.9)	0.1748 (23.0)	0.1926 (20.3)
Trevor Bauer	0.3597	0.2719 (23.2)	0.2638 (24.4)	0.2617 (22.4)	0.2715 (21.7)

Individual Misses for Strikeout Rate

Marcel

Rank	Player	Proj	Actual	Error
1	James Karinchak	0.2314	0.4862	27.3
2	Tyler Glasnow	0.2633	0.3824	27.3
3	Lucas Giolito	0.2458	0.3368	24.9
4	Ryan Castellani	0.2348	0.1323	20.2
5	Daniel Castano	0.2348	0.0952	18.2
6	Tyler Anderson	0.2225	0.1577	18.0
7	Randy Dobnak	0.2196	0.1350	17.8
8	Dinelson Lamet	0.2771	0.3483	17.8

Razzball

Rank	Player	Proj	Actual	Error
1	Zach Davies	0.1392	0.2283	22.3
2	Ryan Castellani	0.2348	0.1323	20.9
3	Dylan Cease	0.2441	0.1725	20.3
4	Kenta Maeda	0.2336	0.3226	20.1
5	Thomas Eshelman	0.2348	0.1119	18.7
6	Daniel Castano	0.2348	0.0952	18.6
7	Tyler Glasnow	0.2984	0.3824	18.1
8	Ryan Weber	0.2348	0.1459	17.9

Steamer

Rank	Player	Proj	Actual	Error
1	Dylan Cease	0.2399	0.1725	21.6
2	Zach Davies	0.1408	0.2283	19.4
3	Tyler Anderson	0.2127	0.1577	18.8
4	Luke Jackson	0.2758	0.1515	18.7
5	Tejay Antone	0.1703	0.3191	18.6
6	Kenta Maeda	0.2309	0.3226	18.5
7	Zack Wheeler	0.2293	0.1840	18.0
8	Drew Smyly	0.2174	0.3784	16.0

ZiPS

Rank	Player	Proj	Actual	Error
1	Tyler Anderson	0.2340	0.1577	22.5
2	Luke Jackson	0.2931	0.1515	20.0
3	Tejay Antone	0.1781	0.3191	18.5
4	Julio Urías	0.2656	0.2009	16.8
5	Jake McGee	0.1972	0.4177	16.6
6	Dylan Cease	0.2271	0.1725	16.5
7	Zach Davies	0.1592	0.2283	16.3
8	Zach Plesac	0.1885	0.2767	16.1

Walk Rate

Everybody Missed for Walk Rate

Player	Actual	Marcel	Razzball	Steamer	ZiPS
Kenta Maeda	0.0403	0.0794 (11.5)	0.0817 (11.6)	0.0839 (12.3)	0.0880 (12.9)
Antonio Senzatela	0.0594	0.0894 (11.3)	0.0901 (11.0)	0.0877 (10.4)	0.0854 (9.1)
Tyler Zuber	0.2020	0.0916 (10.2)	0.0990 (9.7)	0.0985 (9.7)	0.0941 (10.3)
Justin Dunn	0.1566	0.1004 (9.7)	0.1007 (10.0)	0.0964 (10.7)	0.0972 (10.9)
Yu Darvish	0.0471	0.0825 (12.6)	0.0815 (11.9)	0.0817 (12.0)	0.0753 (9.6)
Robbie Ray	0.1793	0.1090 (15.8)	0.1103 (15.9)	0.1075 (16.5)	0.1098 (16.4)
Kyle Hendricks	0.0254	0.0577 (12.4)	0.0562 (11.4)	0.0563 (11.6)	0.0526 (9.9)
Framber Valdez	0.0556	0.1140 (18.9)	0.1110 (17.5)	0.1112 (17.7)	0.1186 (19.4)
Marco Gonzales	0.0253	0.0646 (12.9)	0.0647 (12.4)	0.0616 (11.7)	0.0618 (11.3)
Mitch Keller	0.2069	0.0807 (10.4)	0.0889 (9.8)	0.0856 (10.0)	0.0921 (9.6)
Zach Plesac	0.0291	0.0851 (13.0)	0.0707 (9.7)	0.0739 (10.4)	0.0731 (9.9)
Tony Gonsolin	0.0398	0.0873 (9.6)	0.0868 (9.3)	0.0903 (9.9)	0.1013 (11.6)

Individual Misses for Walk Rate

Marcel

Rank	Player	Proj	Actual	Error
1	Aaron Civale	0.0796	0.0513	11.1
2	Nathan Eovaldi	0.0823	0.0352	10.8
3	Yohan Ramírez	0.0916	0.2128	10.7
4	Andre Scrubb	0.0916	0.1961	9.9
5	Adam Wainwright	0.0856	0.0573	9.3
6	Geoff Hartlieb	0.0890	0.1881	9.3
7	Sean Manaea	0.0684	0.0360	8.8
8	Chad Kuhl	0.0906	0.1421	8.7

Razzball

Rank	Player	Proj	Actual	Error
1	Masahiro Tanaka	0.0916	0.0406	11.1
2	Adam Wainwright	0.0916	0.0573	10.4
3	Chad Kuhl	0.0840	0.1421	10.4
4	Rick Porcello	0.0916	0.0575	10.3
5	Andre Scrubb	0.0916	0.1961	10.1
6	Carlos Carrasco	0.0562	0.0964	9.7
7	Geoff Hartlieb	0.0916	0.1881	9.2
8	Nathan Eovaldi	0.0755	0.0352	9.1

Steamer

Rank	Player	Proj	Actual	Error
1	Deivi García	0.1107	0.0411	11.0
2	Chad Kuhl	0.0812	0.1421	10.8
3	Nathan Eovaldi	0.0771	0.0352	9.5
4	John Curtiss	0.1201	0.0303	9.5
5	Cristian Javier	0.1222	0.0841	9.4
6	Trevor Bauer	0.0882	0.0612	9.2
7	Carlos Carrasco	0.0586	0.0964	8.9
8	Adam Wainwright	0.0838	0.0573	8.5

ZiPS

Rank	Player	Proj	Actual	Error
1	Tyler Matzek	0.2632	0.0826	22.4
2	Cristian Javier	0.1512	0.0841	15.3
3	John Curtiss	0.1446	0.0303	11.7
4	Deivi García	0.1167	0.0411	11.6
5	Dinelson Lamet	0.1111	0.0749	10.8
6	Carlos Carrasco	0.0537	0.0964	10.8
7	Greg Holland	0.1449	0.0625	9.7
8	Trevor Rosenthal	0.1864	0.0879	9.4

Hit By Pitch Rate

Everybody Missed for Hit By Pitch Rate

Player	Actual	Marcel	Razzball	Steamer	ZiPS
Casey Mize	0.0376	0.0123 (3.1)	0.0120 (3.2)	0.0113 (3.2)	0.0126 (3.0)
Ryan Yarbrough	0.0299	0.0138 (3.3)	0.0121 (3.8)	0.0122 (3.6)	0.0126 (3.5)
Matt Strahm	0.0602	0.0122 (3.8)	0.0120 (3.9)	0.0116 (3.8)	0.0126 (3.8)
Germán Márquez	0.0000	0.0084 (3.5)	0.0096 (3.9)	0.0096 (4.1)	0.0106 (4.4)
Logan Webb	0.0285	0.0085 (4.5)	0.0087 (4.4)	0.0086 (4.3)	0.0123 (3.4)
Zac Grotz	0.0870	0.0138 (3.3)	0.0123 (3.4)	0.0115 (3.4)	0.0083 (3.5)
Nick Wittgren	0.0510	0.0041 (4.4)	0.0123 (3.6)	0.0080 (4.0)	0.0000 (4.8)
Jared Hughes	0.0459	0.0109 (3.6)	0.0123 (3.5)	0.0107 (3.6)	0.0100 (3.7)
Johan Oviedo	0.0446	0.0123 (3.4)	0.0123 (3.4)	0.0106 (3.5)	0.0132 (3.3)
Joe Jiménez	0.0495	0.0111 (3.7)	0.0109 (3.7)	0.0107 (3.7)	0.0102 (3.7)
Zack Wheeler	0.0243	0.0068 (4.5)	0.0082 (4.1)	0.0082 (3.9)	0.0071 (4.3)
Madison Bumgarner	0.0316	0.0110 (3.6)	0.0099 (3.8)	0.0100 (3.6)	0.0108 (3.5)

Individual Misses for Hit By Pitch Rate

Marcel

Rank	Player	Proj	Actual	Error
1	Alec Mills	0.0202	0.0079	3.5
2	Julio Urías	0.0126	0.0000	3.2
3	Chris Bassitt	0.0180	0.0077	3.2
4	Griffin Canning	0.0154	0.0042	3.1
5	Max Scherzer	0.0121	0.0034	3.1
6	Jonathan Loáisiga	0.0084	0.0400	3.0
7	Spencer Turnbull	0.0185	0.0083	2.9
8	Phil Maton	0.0094	0.0417	2.9

Razzball

Rank	Player	Proj	Actual	Error
1	Touki Toussaint	0.0137	0.0417	3.2
2	Génesis Cabrera	0.0088	0.0417	3.0
3	Kyle Gibson	0.0084	0.0199	3.0
4	Phil Maton	0.0094	0.0417	2.9
5	Jonathan Loáisiga	0.0099	0.0400	2.8
6	Zach Davies	0.0086	0.0000	2.8
7	Julio Urías	0.0110	0.0000	2.8
8	Brooks Raley	0.0123	0.0476	2.8

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	Max Scherzer	0.0107	0.0034	2.9
7	Kenta Maeda	0.0092	0.0000	2.9
8	Génesis Cabrera	0.0097	0.0417	2.8

ZiPS

Rank	Player	Proj	Actual	Error
1	Griffin Canning	0.0233	0.0042	5.1
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	3.3
5	Pablo López	0.0195	0.0083	3.2
6	Max Scherzer	0.0116	0.0034	3.1
7	Taylor Clarke	0.0145	0.0000	3.1
8	Yusei Kikuchi	0.0128	0.0000	2.9

Home Run Rate

Everybody Missed for Home Run Rate

Player	Actual	Marcel	Razzball	Steamer	ZiPS
Dylan Bundy	0.0287	0.0624 (9.8)	0.0602 (8.8)	0.0602 (8.7)	0.0588 (9.0)
Dallas Keuchel	0.0101	0.0386 (8.1)	0.0407 (8.2)	0.0406 (8.1)	0.0423 (9.2)
Derek Holland	0.1034	0.0557 (8.0)	0.0525 (8.9)	0.0534 (8.8)	0.0513 (8.7)
Robert Stephenson	0.3077	0.0526 (10.8)	0.0514 (11.0)	0.0614 (10.5)	0.0645 (10.3)
Germán Márquez	0.0244	0.0512 (10.3)	0.0535 (10.5)	0.0509 (9.5)	0.0464 (8.8)
Steven Matz	0.1458	0.0549 (12.5)	0.0478 (13.7)	0.0518 (13.2)	0.0446 (13.9)
Zack Wheeler	0.0142	0.0393 (8.1)	0.0522 (11.3)	0.0549 (12.1)	0.0452 (10.0)
Trevor Williams	0.0843	0.0434 (9.5)	0.0509 (8.1)	0.0528 (7.6)	0.0347 (11.6)
Heath Hembree	0.1500	0.0567 (8.1)	0.0587 (8.1)	0.0618 (7.8)	0.0600 (7.8)
David Phelps	0.1458	0.0504 (7.8)	0.0525 (7.8)	0.0536 (7.7)	0.0408 (8.6)

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	10.1
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	9.1
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	Yu Darvish	0.0528	0.0266	8.2
9	Tanner Roark	0.0525	0.0909	8.2
10	Jordan Yamamoto	0.0525	0.1702	7.8

Steamer

Rank	Player	Proj	Actual	Error
1	Corbin Burnes	0.0521	0.0160	8.9
2	Robbie Ray	0.0584	0.0949	8.9
3	Tyler Glasnow	0.0500	0.0880	8.8
4	Yu Darvish	0.0543	0.0266	8.6
5	Spencer Turnbull	0.0468	0.0125	8.6
6	Justus Sheffield	0.0478	0.0124	8.5
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	7.7
10	Trevor Gott	0.0383	0.1750	7.7

ZiPS

Rank	Player	Proj	Actual	Error
1	Spencer Turnbull	0.0563	0.0125	11.4
2	Tony Gonsolin	0.0660	0.0164	9.4
3	Daniel Ponce de Leon	0.0388	0.1053	9.0
4	Trevor Gott	0.0182	0.1750	8.7
5	Tyler Anderson	0.0543	0.0263	8.2
6	Robbie Ray	0.0596	0.0949	8.0
7	Blake Snell	0.0397	0.0820	7.9
8	Zack Greinke	0.0556	0.0306	7.8
9	Tanner Roark	0.0520	0.0909	7.8
10	Jordan Yamamoto	0.0511	0.1702	7.7

BABIP

Everybody Missed for BABIP

Player	Actual	Marcel	Razzball	Steamer	ZiPS
Max Scherzer	0.3550	0.2887 (20.6)	0.2887 (20.6)	0.2846 (22.2)	0.2759 (23.0)
Kenta Maeda	0.2081	0.2771 (16.3)	0.2926 (20.1)	0.2926 (19.7)	0.2923 (21.2)
Justin Dunn	0.1795	0.2825 (19.7)	0.2898 (21.2)	0.2898 (20.9)	0.2920 (22.5)
Patrick Corbin	0.3623	0.2974 (20.2)	0.3009 (19.1)	0.2993 (20.0)	0.2928 (20.1)
Cristian Javier	0.1938	0.2904 (19.9)	0.2904 (19.9)	0.2776 (16.9)	0.2889 (20.6)
Rick Porcello	0.3730	0.3002 (19.9)	0.2904 (22.4)	0.2969 (21.1)	0.2896 (21.4)
Tommy Milone	0.3710	0.2799 (17.1)	0.2937 (14.6)	0.2907 (15.4)	0.2899 (14.4)
Brandon Workman	0.4426	0.2628 (18.5)	0.2904 (15.7)	0.2968 (15.2)	0.2830 (16.0)
Lance Lynn	0.2417	0.3096 (22.2)	0.2920 (16.1)	0.2957 (16.9)	0.3006 (20.7)
Trevor Bauer	0.2148	0.2959 (21.6)	0.2944 (21.2)	0.2962 (21.3)	0.2889 (21.0)
Mitch Keller	0.1042	0.3580 (21.8)	0.3070 (17.4)	0.3046 (17.0)	0.3026 (17.4)

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	17.2
2	David Peterson	0.3148	0.2331	16.0
3	Erick Fedde	0.3080	0.2327	16.0
4	Ryan Castellani	0.2904	0.2066	15.2
5	Brad Keller	0.3050	0.2327	14.8
6	Javy Guerra	0.2904	0.5000	14.3
7	Kyle Hart	0.2904	0.5000	14.3
8	Alec Mills	0.2904	0.2326	13.7
9	Wilmer Font	0.2904	0.4483	13.7

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	18.3
2	Luis Castillo	0.2738	0.3295	15.9
3	Miguel Castro	0.2697	0.4068	15.6
4	Michael Fulmer	0.2734	0.3895	15.6
5	Alec Mills	0.2920	0.2326	15.3
6	Adam Wainwright	0.3034	0.2473	15.1
7	Aníbal Sánchez	0.2847	0.3471	15.0
8	Dylan Cease	0.2937	0.2375	14.7
9	Jordan Yamamoto	0.2692	0.4872	14.5

Single Rate

Everybody Missed for Single Rate

Player	Actual	Marcel	Razzball	Steamer	ZiPS
Max Scherzer	0.2781	0.1969 (24.1)	0.0000 (39.7)	0.2846 (21.0)	0.2759 (21.5)
Patrick Corbin	0.2754	0.2155 (17.8)	0.0000 (38.9)	0.2993 (15.8)	0.2928 (15.7)

Individual Misses for Single Rate

Marcel

Rank	Player	Proj	Actual	Error
1	Dylan Cease	0.2360	0.1437	23.4
2	Lance Lynn	0.2301	0.1659	22.0
3	Max Fried	0.2487	0.1544	21.0
4	Martín Pérez	0.2483	0.1751	19.1
5	Gio González	0.2110	0.3261	17.7
6	Mitch Keller	0.2593	0.0625	17.1
7	Rick Porcello	0.2215	0.2865	17.1
8	Michael Fulmer	0.2123	0.3368	17.0
9	Lance McCullers Jr.	0.2097	0.1348	16.9
10	Javy Guerra	0.1928	0.4375	16.4

Razzball

Rank	Player	Proj	Actual	Error
1	Alec Mills	0.2172	0.1686	48.4
2	Cristian Javier	0.2172	0.1473	45.7
3	Adam Wainwright	0.2172	0.1978	42.7
4	Ryan Castellani	0.2172	0.1488	40.1
5	Framber Valdez	0.0000	0.2634	34.5
6	Kyle Gibson	0.0000	0.2564	34.0
7	Garrett Richards	0.2172	0.2057	33.0
8	Ryan Weber	0.2172	0.1880	32.0
9	Tejay Antone	0.2172	0.1351	31.8
10	Nick Margevicius	0.2172	0.1754	31.5

Steamer

Rank	Player	Proj	Actual	Error
1	Lance McCullers Jr.	0.3021	0.1348	20.4
2	Javy Guerra	0.2172	0.4375	20.0
3	Dylan Cease	0.2961	0.1437	19.1
4	Lance Lynn	0.2957	0.1659	17.9
5	Rick Porcello	0.2969	0.2865	17.5
6	Tyler Matzek	0.2172	0.2769	16.6
7	Gio González	0.2984	0.3261	16.1
8	Max Fried	0.3034	0.1544	16.0
9	Gerrit Cole	0.2867	0.1553	15.5
10	Michael Fulmer	0.3025	0.3368	15.2

ZiPS

Rank	Player	Proj	Actual	Error
1	Lance McCullers Jr.	0.3061	0.1348	22.8
2	Kris Bubic	0.2172	0.2482	22.6
3	Lance Lynn	0.3006	0.1659	22.0
4	Dylan Cease	0.2937	0.1437	20.2
5	Gio González	0.2774	0.3261	18.3
6	Michael Fulmer	0.2734	0.3368	18.2
7	Rick Porcello	0.2896	0.2865	17.6
8	Max Fried	0.3025	0.1544	17.3
9	Justin Dunn	0.2920	0.1368	16.7
10	Luke Jackson	0.2879	0.3368	15.8

Double Rate

Everybody Missed for Double Rate

Player	Actual	Marcel	Razzball	Steamer	ZiPS
Max Fried	0.1074	0.0707 (8.7)	0.0000 (14.1)	0.0000 (9.1)	0.0000 (9.2)
Luis Castillo	0.1040	0.0701 (10.5)	0.0000 (17.4)	0.0000 (10.8)	0.0000 (11.0)
Lance McCullers Jr.	0.1277	0.0806 (11.2)	0.0000 (18.9)	0.0000 (13.8)	0.0000 (13.9)
Robbie Ray	0.1129	0.0722 (10.8)	0.0000 (17.2)	0.0000 (11.5)	0.0000 (11.7)
Steven Brault	0.0180	0.0795 (10.6)	0.0674 (16.7)	0.0000 (8.7)	0.0000 (8.6)
Zach Eflin	0.1192	0.0749 (11.4)	0.0000 (18.3)	0.0000 (12.8)	0.0000 (12.9)

Individual Misses for Double Rate

Marcel

Rank	Player	Proj	Actual	Error
1	Trevor Bauer	0.0778	0.0268	13.6
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	Kenta Maeda	0.0714	0.0268	10.5
6	Seth Elledge	0.0674	0.2593	10.1
7	Justus Sheffield	0.0765	0.0314	10.0
8	Trevor Rogers	0.0674	0.1408	9.8
9	John Means	0.0731	0.0180	9.3
10	Tyler Chatwood	0.0586	0.1600	8.9

Razzball

Rank	Player	Proj	Actual	Error
1	Justus Sheffield	0.0674	0.0314	18.7
2	Adam Wainwright	0.0674	0.0495	16.4
3	Matthew Boyd	0.0000	0.1006	15.2
4	Luke Weaver	0.0000	0.1053	14.3
5	Cristian Javier	0.0674	0.0465	14.0
6	Ryan Castellani	0.0674	0.0413	13.3
7	Austin Voth	0.0000	0.1034	13.3
8	Logan Webb	0.0000	0.0970	12.9
9	Zack Greinke	0.0000	0.0895	12.3
10	Kris Bubic	0.0674	0.0567	12.3

Steamer

Rank	Player	Proj	Actual	Error
1	Brad Keller	0.0000	0.0126	11.7
2	Trevor Bauer	0.0000	0.0268	11.1
3	Tyler Matzek	0.0674	0.0462	10.7
4	Seth Elledge	0.0000	0.2593	10.0
5	Framber Valdez	0.0000	0.0323	10.0
6	Kenta Maeda	0.0000	0.0268	9.9
7	Trevor Rogers	0.0000	0.1408	9.6
8	Zac Gallen	0.0000	0.0347	9.4
9	Dustin May	0.0000	0.0260	9.2
10	Matthew Boyd	0.0000	0.1006	9.1

ZiPS

Rank	Player	Proj	Actual	Error
1	Kris Bubic	0.0674	0.0567	17.1
2	Brad Keller	0.0000	0.0126	11.6
3	Trevor Bauer	0.0000	0.0268	11.0
4	Seth Elledge	0.0000	0.2593	10.0
5	Framber Valdez	0.0000	0.0323	9.8
6	Kenta Maeda	0.0000	0.0268	9.8
7	Trevor Rogers	0.0000	0.1408	9.7
8	Matthew Boyd	0.0000	0.1006	9.3
9	Kyle Cody	0.0674	0.0333	9.2
10	Zac Gallen	0.0000	0.0347	9.2

Triple Rate

Everybody Missed for Triple Rate

Player	Actual	Marcel	Razzball	Steamer	ZiPS
Tyler Mahle	0.0273	0.0051 (4.7)	0.0000 (4.7)	0.0000 (4.3)	0.0000 (4.3)
Nick Goody	0.0645	0.0083 (3.1)	0.0058 (3.0)	0.0000 (3.2)	0.0000 (3.2)
Carlos Estévez	0.0423	0.0059 (4.3)	0.0000 (4.5)	0.0000 (4.2)	0.0000 (4.2)
Dean Kremer	0.0612	0.0058 (4.7)	0.0000 (4.8)	0.0000 (4.6)	0.0000 (4.6)
Phil Maton	0.0377	0.0073 (3.0)	0.0000 (3.3)	0.0000 (3.1)	0.0000 (3.1)
Robbie Erlin	0.0375	0.0050 (4.1)	0.0058 (3.4)	0.0000 (3.9)	0.0000 (3.9)
Marcus Walden	0.0638	0.0057 (4.2)	0.0058 (3.8)	0.0000 (4.1)	0.0000 (4.1)
Tommy Milone	0.0323	0.0037 (5.3)	0.0000 (5.1)	0.0000 (4.8)	0.0000 (4.8)
Ryan Pressly	0.0385	0.0068 (3.0)	0.0000 (3.1)	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)
Trevor Bauer	0.0201	0.0086 (3.5)	0.0000 (4.5)	0.0000 (4.0)	0.0000 (4.0)
Framber Valdez	0.0161	0.0047 (3.6)	0.0000 (3.5)	0.0000 (3.0)	0.0000 (3.0)

Individual Misses for Triple Rate

Marcel

Rank	Player	Proj	Actual	Error
1	Kyle Freeland	0.0128	0.0000	3.6
2	Josh Lindblom	0.0000	0.0175	3.5
3	Wandy Peralta	0.0000	0.0274	3.2
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	2.7

Razzball

Rank	Player	Proj	Actual	Error
1	Tyler Glasnow	0.0000	0.0175	3.3
2	Aaron Civale	0.0000	0.0141	3.2
3	Corbin Burnes	0.0000	0.0163	3.0
4	Germán Márquez	0.0000	0.0125	3.0
5	Bryan Shaw	0.0000	0.0769	2.8
6	Antonio Senzatela	0.0000	0.0130	2.8
7	Wandy Peralta	0.0000	0.0274	2.7
8	Kendall Graveman	0.0000	0.0385	2.7

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	Corbin Burnes	0.0000	0.0163	2.5
8	Kendall Graveman	0.0000	0.0385	2.5

Run Rate

Everybody Missed for Run Rate

Player	Actual	Marcel	Razzball	Steamer	ZiPS
Shane Bieber	0.0505	0.1110 (19.5)	0.1064 (17.3)	0.1079 (17.6)	0.1033 (17.6)
Dallas Keuchel	0.0584	0.1057 (13.5)	0.1223 (17.0)	0.1230 (17.1)	0.1149 (16.2)
Corbin Burnes	0.0625	0.1480 (21.8)	0.1250 (15.5)	0.1276 (16.1)	0.1118 (13.4)
Antonio Senzatela	0.0957	0.1413 (15.4)	0.1485 (16.7)	0.1473 (16.2)	0.1423 (16.1)
Trevor Bauer	0.0612	0.1121 (15.6)	0.1155 (15.8)	0.1169 (16.0)	0.1026 (13.3)
Yu Darvish	0.0606	0.1159 (17.9)	0.1152 (16.9)	0.1163 (17.1)	0.1004 (13.8)
Carlos Martinez	0.2500	0.1060 (14.4)	0.1230 (13.0)	0.1226 (13.1)	0.0991 (15.0)
Chris Bassitt	0.0690	0.1115 (12.4)	0.1248 (15.2)	0.1211 (14.1)	0.1156 (13.9)
Julio Teheran	0.2349	0.1140 (17.3)	0.1396 (13.9)	0.1388 (14.0)	0.1264 (15.2)
Touki Toussaint	0.2333	0.1265 (12.2)	0.1181 (13.6)	0.1139 (14.1)	0.1168 (13.2)
Steven Matz	0.2324	0.1222 (14.9)	0.1260 (14.8)	0.1264 (14.8)	0.1096 (16.5)
Jordan Yamamoto	0.3582	0.1253 (15.3)	0.1253 (15.5)	0.1300 (15.2)	0.1250 (15.2)

Individual Misses for Run Rate

Marcel

Rank	Player	Proj	Actual	Error
1	Dinelson Lamet	0.1229	0.0674	16.2
2	Jordan Lyles	0.1252	0.1842	14.3
3	Max Fried	0.1152	0.0625	13.0
4	Ross Stripling	0.1045	0.1682	12.9
5	Kyle Hart	0.1253	0.3134	12.3
6	Matt Wisler	0.1374	0.0280	12.3
7	Adrian Houser	0.1124	0.1667	12.1
8	Carlos Carrasco	0.1138	0.0786	11.3

Razzball

Rank	Player	Proj	Actual	Error
1	Kyle Hendricks	0.1264	0.0825	14.5
2	Zach Plesac	0.1353	0.0680	14.3
3	Zach Davies	0.1388	0.0942	12.9
4	Jordan Lyles	0.1347	0.1842	12.6
5	Kenta Maeda	0.1289	0.0806	12.5
6	Matthew Boyd	0.1214	0.1697	12.5
7	Kyle Hart	0.1253	0.3134	12.5
8	Brad Keller	0.1288	0.0744	12.2

Steamer

Rank	Player	Proj	Actual	Error
1	Kyle Hendricks	0.1272	0.0825	14.7
2	Zach Plesac	0.1363	0.0680	14.5
3	Zach Davies	0.1389	0.0942	12.9
4	Kenta Maeda	0.1293	0.0806	12.5
5	Brad Keller	0.1304	0.0744	12.4
6	Jordan Lyles	0.1356	0.1842	12.4
7	Matthew Boyd	0.1223	0.1697	12.3
8	Kyle Hart	0.1316	0.3134	12.1

ZiPS

Rank	Player	Proj	Actual	Error
1	Dinelson Lamet	0.1111	0.0674	13.4
2	Zach Plesac	0.1231	0.0680	12.7
3	Adrian Houser	0.1128	0.1667	11.6
4	Matt Wisler	0.1302	0.0280	11.6
5	Matthew Boyd	0.1204	0.1697	11.6
6	Tony Gonsolin	0.1329	0.0739	11.5
7	Trevor Williams	0.1144	0.1667	11.5
8	Hansel Robles	0.1009	0.2500	11.4

Earned Run Rate

Everybody Missed for Earned Run Rate

Player	Actual	Marcel	Razzball	Steamer	ZiPS
Shane Bieber	0.0471	0.1029 (17.7)	0.0983 (15.5)	0.0995 (15.6)	0.0967 (15.8)
Dallas Keuchel	0.0545	0.0988 (12.3)	0.1116 (15.0)	0.1125 (15.0)	0.1073 (14.5)
Corbin Burnes	0.0583	0.1360 (19.5)	0.1161 (14.1)	0.1187 (14.5)	0.1053 (12.1)
Antonio Senzatela	0.0924	0.1342 (13.8)	0.1386 (14.3)	0.1374 (13.7)	0.1341 (13.7)
Trevor Bauer	0.0504	0.1018 (15.3)	0.1074 (16.1)	0.1087 (16.3)	0.0960 (13.7)
Dinelson Lamet	0.0599	0.1108 (14.6)	0.1020 (11.5)	0.1025 (11.4)	0.1056 (13.1)
Yu Darvish	0.0572	0.1095 (16.6)	0.1076 (15.3)	0.1083 (15.2)	0.0962 (12.6)
Julio Teheran	0.2349	0.1054 (18.7)	0.1317 (15.2)	0.1307 (15.5)	0.1190 (16.7)
Chris Bassitt	0.0613	0.1025 (11.7)	0.1159 (14.5)	0.1127 (13.4)	0.1106 (13.8)
Steven Matz	0.2324	0.1116 (16.6)	0.1172 (16.2)	0.1175 (16.3)	0.1053 (17.5)
Jordan Yamamoto	0.3433	0.1160 (15.0)	0.1149 (15.2)	0.1215 (14.8)	0.1154 (15.0)
Matthew Boyd	0.1661	0.1191 (11.7)	0.1146 (13.7)	0.1152 (13.7)	0.1131 (13.4)

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	15.0
2	Taijuan Walker	0.1260	0.0711	12.6
3	Zach Plesac	0.1266	0.0680	12.3
4	Matt Hall	0.1149	0.3333	11.7
5	Kyle Hendricks	0.1175	0.0825	11.3
6	Hyun Jin Ryu	0.1127	0.0727	11.3
7	Kyle Hart	0.1149	0.2836	11.2
8	Jordan Lyles	0.1264	0.1692	11.1

Steamer

Rank	Player	Proj	Actual	Error
1	Zach Davies	0.1295	0.0761	14.8
2	Zach Plesac	0.1279	0.0680	12.4
3	Matt Hall	0.1129	0.3333	11.9
4	Taijuan Walker	0.1236	0.0711	11.8
5	Touki Toussaint	0.1054	0.2000	11.3
6	Kyle Hendricks	0.1183	0.0825	11.3
7	Jordan Lyles	0.1273	0.1692	11.1
8	Luke Weaver	0.1144	0.1610	11.0

ZiPS

Rank	Player	Proj	Actual	Error
1	Carlos Martinez	0.0901	0.2115	12.3
2	Michael Fulmer	0.1099	0.1985	11.6
3	Robbie Ray	0.1023	0.1514	11.4
4	Matt Hall	0.1244	0.3333	11.1
5	Touki Toussaint	0.1066	0.2000	10.8
6	Matt Wisler	0.1243	0.0280	10.7
7	Taijuan Walker	0.1149	0.0711	10.7
8	Hansel Robles	0.1009	0.2375	10.6

Win Rate

Everybody Missed for Win Rate

Player	Actual	Marcel	Razzball	Steamer	ZiPS
Shane Bieber	0.6667	0.2955 (102.2)	0.4298 (80.9)	0.4644 (63.3)	0.4167 (85.6)
David Peterson	0.6000	0.1879 (78.9)	0.2361 (81.9)	0.3310 (57.3)	0.2222 (85.3)
Randy Dobnak	0.6000	0.1481 (85.0)	0.0833 (110.5)	0.1293 (96.3)	0.3333 (61.0)
Max Fried	0.6364	0.2500 (80.5)	0.3704 (67.6)	0.3840 (58.9)	0.4167 (57.8)
Alec Mills	0.4545	0.1200 (77.5)	0.1879 (76.2)	0.1729 (73.7)	0.2000 (73.8)
Yu Darvish	0.6667	0.1538 (144.3)	0.3158 (114.8)	0.3783 (88.8)	0.3000 (120.3)
Zach Davies	0.5833	0.2250 (91.5)	0.2396 (104.7)	0.2654 (90.7)	0.2727 (96.3)
Pablo López	0.5455	0.1579 (86.5)	0.3039 (66.5)	0.2943 (62.9)	0.3000 (68.1)
Marco Gonzales	0.6364	0.2955 (87.0)	0.2895 (106.0)	0.3105 (93.2)	0.4545 (61.0)
Framber Valdez	0.4545	0.1563 (78.1)	0.1538 (96.9)	0.1832 (81.2)	0.2500 (70.0)

Individual Misses for Win Rate

Marcel

Rank	Player	Proj	Actual	Error
1	Dylan Bundy	0.2051	0.5455	83.7
2	Kenta Maeda	0.2093	0.5455	76.7
3	Brad Keller	0.1860	0.5556	73.6
4	Kyle Hendricks	0.2564	0.5000	68.2
5	Rick Porcello	0.3077	0.0833	65.6
6	Josh Fleming	0.1879	0.7143	64.9
7	Tyler Glasnow	0.1563	0.4545	64.6
8	Justus Sheffield	0.1000	0.4000	63.3
9	Dallas Keuchel	0.2727	0.5455	63.2
10	Dylan Cease	0.1429	0.4167	62.9

Razzball

Rank	Player	Proj	Actual	Error
1	Adam Wainwright	0.1879	0.5000	91.1
2	Josh Fleming	0.1879	0.7143	73.1
3	Mike Fiers	0.3158	0.5455	68.2
4	Kyle Hendricks	0.3421	0.5000	61.0
5	Kyle Gibson	0.4035	0.1667	60.6
6	Jordan Lyles	0.3452	0.0833	60.2
7	Justus Sheffield	0.1879	0.4000	57.5
8	Dylan Bundy	0.3684	0.5455	56.8
9	Cristian Javier	0.1879	0.4167	56.6
10	Brad Keller	0.3333	0.5556	55.4

Steamer

Rank	Player	Proj	Actual	Error
1	Cristian Javier	0.1072	0.4167	68.5
2	Mike Minor	0.3575	0.0833	63.0
3	Chris Bassitt	0.2309	0.4545	61.2
4	Kenta Maeda	0.3128	0.5455	60.4
5	Ryan Yarbrough	0.3551	0.0909	59.3
6	Patrick Corbin	0.3932	0.1818	59.2
7	Josh Fleming	0.2777	0.7143	58.2
8	Mike Fiers	0.3320	0.5455	57.6
9	Adam Wainwright	0.2980	0.5000	55.7
10	Luke Weaver	0.3246	0.0833	54.4

ZiPS

Rank	Player	Proj	Actual	Error
1	Mike Fiers	0.3000	0.5455	72.9
2	Nathan Eovaldi	0.1250	0.4444	71.2
3	Kenta Maeda	0.3077	0.5455	68.5
4	Mike Minor	0.4000	0.0833	66.5
5	Kyle Freeland	0.4000	0.1538	63.2
6	Rick Porcello	0.3636	0.0833	63.1
7	Luke Weaver	0.3750	0.0833	59.8
8	Corbin Burnes	0.1333	0.3333	57.2
9	Kyle Hendricks	0.3636	0.5000	55.0
10	Cristian Javier	0.2000	0.4167	54.6

Loss Rate

Everybody Missed for Loss Rate

Player	Actual	Marcel	Razzball	Steamer	ZiPS
Kyle Gibson	0.5000	0.2308 (68.5)	0.3333 (58.8)	0.3355 (51.9)	0.3000 (64.1)
Luke Weaver	0.7500	0.1935 (121.5)	0.3333 (105.1)	0.3500 (96.3)	0.2500 (121.1)
Alec Mills	0.4545	0.0800 (83.9)	0.1952 (72.6)	0.2093 (63.8)	0.2000 (67.4)
Patrick Corbin	0.6364	0.1951 (117.9)	0.3246 (100.4)	0.3173 (96.5)	0.2727 (111.1)
Rick Porcello	0.5833	0.2564 (74.5)	0.1952 (108.8)	0.3865 (53.5)	0.3636 (60.7)
Adrian Houser	0.5000	0.1500 (75.9)	0.3235 (50.4)	0.3000 (51.2)	0.1429 (91.1)
Aaron Civale	0.5000	0.1818 (86.3)	0.3229 (64.2)	0.3259 (56.8)	0.3333 (56.1)
Trevor Williams	0.7273	0.2368 (113.1)	0.4074 (87.8)	0.4278 (77.5)	0.3000 (111.0)
Matthew Boyd	0.5833	0.2683 (74.1)	0.3158 (80.3)	0.3424 (67.5)	0.3636 (63.1)

Individual Misses for Loss Rate

Marcel

Rank	Player	Proj	Actual	Error
1	Kris Bubic	0.1952	0.6000	80.6
2	Jordan Lyles	0.1628	0.5000	78.6
3	Germán Márquez	0.2000	0.4615	75.6
4	Frankie Montas	0.1176	0.4545	70.0
5	Brandon Woodruff	0.1053	0.3846	69.6
6	Luis Castillo	0.2381	0.5000	64.3
7	Austin Voth	0.1333	0.4545	62.9
8	Mike Minor	0.1957	0.5000	62.8
9	Aaron Nola	0.1707	0.4167	59.0
10	Patrick Sandoval	0.1515	0.5556	57.6

Razzball

Rank	Player	Proj	Actual	Error
1	Kris Bubic	0.1952	0.6000	96.2
2	Randy Dobnak	0.0682	0.4000	72.1
3	Patrick Sandoval	0.1481	0.5556	69.3
4	Taylor Clarke	0.3646	0.0000	61.5
5	Julio Urías	0.3021	0.0000	61.3
6	Framber Valdez	0.0897	0.2727	60.9
7	Max Fried	0.2963	0.0000	60.0
8	Luis Castillo	0.3246	0.5000	59.6
9	Mike Minor	0.3070	0.5000	53.0
10	Dinelson Lamet	0.3056	0.0833	51.7

Steamer

Rank	Player	Proj	Actual	Error
1	Max Fried	0.3097	0.0000	67.6
2	Dinelson Lamet	0.3252	0.0833	62.4
3	Patrick Sandoval	0.1836	0.5556	60.4
4	Randy Dobnak	0.1105	0.4000	59.5
5	Kolby Allard	0.1856	0.5455	55.9
6	Marco Gonzales	0.3886	0.1818	55.1
7	Julio Urías	0.2517	0.0000	54.6
8	Shane Bieber	0.2737	0.0833	54.2
9	Justin Dunn	0.3735	0.1000	52.6
10	Jordan Lyles	0.3136	0.5000	51.7

ZiPS

Rank	Player	Proj	Actual	Error
1	Kris Bubic	0.1952	0.6000	92.8
2	Luis Castillo	0.2727	0.5000	70.2
3	Germán Márquez	0.2727	0.4615	69.4
4	Jordan Lyles	0.2727	0.5000	63.9
5	Dinelson Lamet	0.3333	0.0833	63.3
6	José Ureña	0.0417	0.6000	59.4
7	Carlos Martinez	0.0435	0.6000	59.2
8	Brandon Woodruff	0.2000	0.3846	57.9
9	Josh Fleming	0.4444	0.0000	56.1
10	Max Fried	0.2500	0.0000	53.1

Save Rate

Everybody Missed for Save Rate

Player	Actual	Marcel	Razzball	Steamer	ZiPS
Daniel Bard	0.2609	0.0280 (26.5)	0.0000 (26.7)	0.0000 (26.6)	0.0280 (23.7)
Zack Britton	0.4000	0.1087 (23.4)	0.0280 (27.6)	0.0771 (23.8)	0.0204 (28.2)
Anthony Bass	0.2692	0.0606 (22.6)	0.0280 (23.2)	0.0350 (22.4)	0.0421 (21.8)
Taylor Williams	0.4000	0.0400 (25.3)	0.0280 (24.3)	0.0000 (26.1)	0.0000 (26.2)
Jeremy Jeffress	0.3636	0.0930 (25.3)	0.0280 (28.8)	0.0135 (29.9)	0.0138 (30.0)
Rafael Montero	0.4706	0.0455 (31.8)	0.0450 (30.0)	0.0274 (31.2)	0.0186 (31.9)
Ryan Pressly	0.5217	0.0426 (45.2)	0.0417 (42.9)	0.0668 (40.5)	0.0427 (42.8)
Daniel Hudson	0.4762	0.0600 (39.9)	0.1667 (27.7)	0.2258 (22.1)	0.2476 (20.2)
Matt Barnes	0.3750	0.0392 (36.0)	0.0417 (33.1)	0.0779 (29.3)	0.0821 (28.9)
Trevor Rosenthal	0.4783	0.0909 (36.8)	0.0280 (40.2)	0.0000 (42.6)	0.0455 (38.5)

Individual Misses for Save Rate

Marcel

Rank	Player	Proj	Actual	Error
1	Brandon Kintzler	0.0833	0.5000	43.8
2	Liam Hendriks	0.1698	0.5833	39.6
3	Mark Melancon	0.1277	0.4783	34.9
4	Brandon Workman	0.1224	0.4286	32.6
5	Brad Hand	0.3617	0.6957	30.2
6	Shane Greene	0.2800	0.0000	28.7
7	Josh Hader	0.2979	0.6190	26.4
8	Blake Treinen	0.2826	0.0370	24.5
9	Alex Colomé	0.3265	0.5714	23.6
10	Taylor Rogers	0.1923	0.4286	23.0

Razzball

Rank	Player	Proj	Actual	Error
1	Brad Hand	0.0280	0.6957	56.7
2	Alex Colomé	0.0280	0.5714	48.1
3	Brandon Kintzler	0.0280	0.5000	46.8
4	Mark Melancon	0.0280	0.4783	41.9
5	Brandon Workman	0.0280	0.4286	39.6
6	Cole Sulser	0.0000	0.2632	25.4
7	Archie Bradley	0.0280	0.3750	24.7
8	Craig Kimbrel	0.4286	0.1111	22.5
9	Seth Lugo	0.0450	0.1875	21.4
10	Greg Holland	0.0280	0.2143	19.9

Steamer

Rank	Player	Proj	Actual	Error
1	Ian Kennedy	0.4244	0.0000	30.0
2	Craig Kimbrel	0.5156	0.1111	28.6
3	Edwin Díaz	0.4596	0.2308	26.3
4	Hansel Robles	0.3621	0.0556	25.3
5	Cole Sulser	0.0000	0.2632	25.3
6	Joe Jiménez	0.4391	0.2000	25.2
7	Seth Lugo	0.0287	0.1875	23.8
8	Kwang Hyun Kim	0.2675	0.1250	23.5
9	Héctor Neris	0.4082	0.2083	21.6
10	Josh Hader	0.3416	0.6190	20.9

ZiPS

Rank	Player	Proj	Actual	Error
1	Craig Kimbrel	0.7293	0.1111	43.3
2	Ian Kennedy	0.4433	0.0000	31.2
3	Cole Sulser	0.0000	0.2632	25.4
4	Hansel Robles	0.3632	0.0556	25.3
5	Seth Lugo	0.0314	0.1875	23.5
6	Joe Jiménez	0.4214	0.2000	23.3
7	Edwin Díaz	0.4248	0.2308	22.4
8	Stefan Crichton	0.0000	0.1923	20.0
9	Rafael Dolis	0.0000	0.2083	19.9
10	Tony Watson	0.3560	0.0952	19.7

Hold Rate

Everybody Missed for Hold Rate

Player	Actual	Marcel	Razzball	Steamer	ZiPS
Devin Williams	0.4091	0.1111 (33.0)	0.1111 (28.5)	0.0623 (34.5)	0.0000 (34.8)
Ryan Weber	0.2941	0.0833 (44.9)	0.0619 (40.6)	0.0000 (54.1)	0.0000 (43.1)
Tyler Duffey	0.5455	0.2000 (34.7)	0.1802 (32.4)	0.3013 (22.3)	0.0000 (44.6)
Kendall Graveman	0.4545	0.0833 (31.0)	0.0000 (34.0)	0.0000 (34.9)	0.0000 (30.3)
Jake Diekman	0.6190	0.2778 (31.3)	0.2500 (29.9)	0.2463 (31.2)	0.0000 (46.9)

Individual Misses for Hold Rate

Marcel

Rank	Player	Proj	Actual	Error
1	Seth Lugo	0.2381	0.0000	33.0
2	Blake Treinen	0.0652	0.3333	32.1
3	Julio Urías	0.1667	0.0000	30.2
4	Ryan Brasier	0.1667	0.4000	29.2
5	Anthony Misiewicz	0.0619	0.3810	29.1
6	Jimmy Cordero	0.1034	0.3000	28.3
7	Tyler Rogers	0.1579	0.3448	26.9
8	Josh Staumont	0.1053	0.3077	26.2
9	Rafael Dolis	0.0619	0.2917	26.2
10	Justin Wilson	0.1667	0.4348	25.8

Razzball

Rank	Player	Proj	Actual	Error
1	Framber Valdez	0.1282	0.0000	40.7
2	Nick Wittgren	0.0619	0.4000	31.9
3	Seth Lugo	0.1802	0.0000	30.9
4	Sergio Romo	0.0619	0.4167	29.7
5	Tony Watson	0.0619	0.4762	29.3
6	Trevor May	0.0619	0.3750	28.8
7	Jimmy Cordero	0.0619	0.3000	27.9
8	Touki Toussaint	0.2083	0.0000	26.6
9	Tommy Hunter	0.0619	0.3333	26.4
10	Anthony Misiewicz	0.0619	0.3810	25.4

Steamer

Rank	Player	Proj	Actual	Error
1	Seth Lugo	0.2111	0.0000	34.0
2	Daniel Ponce de Leon	0.2091	0.0000	30.1
3	Huascar Ynoa	0.2813	0.0000	28.3
4	Steve Cishek	0.2734	0.0000	25.6
5	Luke Jackson	0.2411	0.0526	25.1
6	Tyler Mahle	0.1225	0.0000	24.9
7	Anthony Misiewicz	0.0796	0.3810	24.9
8	Tony Watson	0.1354	0.4762	24.8
9	Josh James	0.0198	0.3077	23.8
10	Rafael Dolis	0.0619	0.2917	22.8

ZiPS

Rank	Player	Proj	Actual	Error
1	Ryan Brasier	0.0000	0.4000	37.3
2	Tyler Rogers	0.0000	0.3448	34.9
3	Nick Wittgren	0.0000	0.4000	33.2
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	30.3
7	Trevor May	0.0000	0.3750	30.1
8	Jimmy Cordero	0.0000	0.3000	29.6
9	Tanner Rainey	0.0000	0.4500	29.2
10	Blake Treinen	0.0000	0.3333	29.1

ERA

Everybody Missed for ERA

Player	Actual	Marcel	Razzball	Steamer	ZiPS
Shane Bieber	1.6293	3.8140 (758.9)	3.6354 (651.7)	3.6871 (672.2)	3.6250 (668.6)
Dallas Keuchel	1.9895	3.7832 (556.2)	4.3947 (666.5)	4.4384 (682.2)	4.2000 (633.8)
Corbin Burnes	2.1117	5.3684 (870.5)	4.5000 (618.4)	4.6252 (652.6)	4.1143 (541.9)
Jordan Yamamoto	18.2647	4.3988 (904.2)	4.6746 (897.9)	4.8062 (887.9)	4.5957 (898.7)
Antonio Senzatela	3.4364	5.3444 (690.4)	5.6375 (724.0)	5.5709 (709.1)	5.5000 (702.7)
Trevor Bauer	1.7260	3.8747 (700.3)	4.1114 (715.5)	4.1768 (738.5)	3.7286 (627.7)
Cody Carroll	54.0000	5.0186 (1020.8)	4.6746 (1031.9)	4.9521 (1025.7)	5.2500 (1018.4)
Yu Darvish	2.0132	4.1126 (733.6)	4.0421 (658.5)	4.0766 (673.9)	3.6316 (556.5)
Julio Teheran	10.0532	4.0388 (840.9)	5.3138 (678.1)	5.2652 (682.8)	4.7213 (756.4)
Steven Matz	9.6848	4.3163 (709.7)	4.5572 (701.4)	4.5719 (696.8)	4.1538 (749.1)
José Suarez	38.5714	5.6598 (748.4)	4.3000 (783.9)	4.7136 (774.0)	4.9091 (768.4)
Kyle Hart	15.5455	4.6746 (703.5)	4.6746 (715.7)	4.8665 (701.7)	5.3617 (665.2)
Matt Hall	18.6923	5.4617 (694.4)	4.6746 (746.8)	4.4469 (758.1)	5.1429 (717.9)
Roel Ramírez	81.0000	4.6746 (607.6)	4.6746 (609.1)	4.9941 (606.4)	4.8462 (607.2)

Individual Misses for ERA

Marcel

Rank	Player	Proj	Actual	Error
1	Dinelson Lamet	4.2636	2.0870	680.1
2	Carlos Martinez	3.6812	9.9000	608.2
3	Jordan Lyles	4.4634	7.0231	582.3
4	Aníbal Sánchez	3.9416	6.6226	566.1
5	Robinson Leyer	4.6746	21.2143	549.8
6	Michael Fulmer	4.3725	8.7831	549.5

Razzball

Rank	Player	Proj	Actual	Error
1	Zach Davies	5.2347	2.7260	744.4
2	Chris Bassitt	4.4549	2.2857	615.3
3	Zach Plesac	4.9773	2.2771	595.0
4	Matthew Boyd	4.3349	6.7127	593.4
5	Kyle Hendricks	4.5132	2.8770	574.7
6	Robinson Leyer	4.6746	21.2143	555.9

Steamer

Rank	Player	Proj	Actual	Error
1	Zach Davies	5.2445	2.7260	751.9
2	Zach Plesac	5.0358	2.2771	610.7
3	Kyle Hendricks	4.5484	2.8770	591.3
4	Matthew Boyd	4.3649	6.7127	580.5
5	Chris Bassitt	4.3041	2.2857	580.5
6	Kenta Maeda	4.7237	2.7000	552.9

ZiPS

Rank	Player	Proj	Actual	Error
1	Carlos Martinez	3.4615	9.9000	643.0
2	Dinelson Lamet	4.1707	2.0870	624.6
3	Chris Bassitt	4.4000	2.2857	618.5
4	Robbie Ray	3.9836	6.6194	597.5
5	Michael Fulmer	4.2857	8.7831	576.9
6	Matthew Boyd	4.3594	6.7127	568.5

WHIP

Everybody Missed for WHIP

Player	Actual	Marcel	Razzball	Steamer	ZiPS
Kenta Maeda	0.7500	1.1830 (120.3)	1.3293 (148.8)	1.3432 (149.5)	1.2800 (134.5)
Trevor Bauer	0.7945	1.2371 (137.6)	1.2702 (137.9)	1.2856 (139.2)	1.2571 (132.0)
Dinelson Lamet	0.8551	1.2873 (129.4)	1.2367 (107.4)	1.2458 (106.9)	1.3171 (126.6)
Cody Carroll	7.0000	1.4126 (116.2)	1.3653 (117.9)	1.4864 (115.6)	1.6250 (112.6)
Edwar Colina	18.0000	1.3653 (116.1)	1.3653 (116.3)	1.5843 (114.8)	1.5714 (114.9)
Robbie Ray	1.8968	1.3103 (134.1)	1.3592 (129.8)	1.3404 (137.3)	1.2951 (148.0)
Michael Fulmer	2.0602	1.2821 (98.7)	1.3501 (93.8)	1.3504 (95.2)	1.2857 (103.7)
José Suarez	6.4286	1.4742 (112.7)	1.3222 (117.0)	1.3984 (115.5)	1.4318 (114.6)
Kyle Hart	3.0909	1.3653 (112.1)	1.3653 (114.2)	1.4182 (111.4)	1.5319 (103.6)
Jordan Yamamoto	3.0000	1.2414 (114.3)	1.3653 (108.1)	1.4164 (105.5)	1.3617 (108.9)
Marco Gonzales	0.9474	1.3046 (113.4)	1.3538 (118.3)	1.3310 (108.9)	1.3333 (110.3)
Zach Plesac	0.7952	1.2759 (109.8)	1.3674 (122.1)	1.3915 (124.8)	1.3559 (118.0)

Individual Misses for WHIP

Marcel

Rank	Player	Proj	Actual	Error
1	Framber Valdez	1.4433	1.1179	108.8
2	Corbin Burnes	1.4211	1.0223	108.2
3	Adam Wainwright	1.4059	1.0508	106.8
4	Shane Bieber	1.1723	0.8664	106.4
5	Lance Lynn	1.3107	1.0595	104.4
6	Antonio Senzatela	1.4964	1.2136	101.5
7	Brandon Workman	1.1957	2.2373	99.9
8	Robinson Leyer	1.3653	4.2857	97.5

Razzball

Rank	Player	Proj	Actual	Error
1	Antonio Senzatela	1.6004	1.2136	123.4
2	Zach Davies	1.4918	1.0673	122.8
3	Kyle Hendricks	1.3085	0.9959	104.9
4	Brad Keller	1.4728	1.0244	100.8
5	Robinson Leyer	1.3653	4.2857	98.6
6	Brandon Woodruff	1.3009	0.9910	96.8
7	Matt Hall	1.3653	3.1154	93.4
8	Jairo Díaz	1.3653	2.2500	91.6

Steamer

Rank	Player	Proj	Actual	Error
1	Zach Davies	1.4988	1.0673	121.7
2	Antonio Senzatela	1.5833	1.2136	114.9
3	Kyle Hendricks	1.3129	0.9959	102.8
4	Adam Wainwright	1.4276	1.0508	101.2
5	Brad Keller	1.4794	1.0244	99.9
6	Brandon Woodruff	1.3079	0.9910	95.6
7	Robinson Leyer	1.5072	4.2857	94.1
8	Luke Jackson	1.2633	1.9747	92.7

ZiPS

Rank	Player	Proj	Actual	Error
1	Tyler Matzek	2.2857	1.1379	140.4
2	Cristian Javier	1.5946	0.9939	131.2
3	Max Scherzer	0.9844	1.3812	113.4
4	Tony Gonsolin	1.4571	0.8357	111.5
5	Adam Wainwright	1.4255	1.0508	101.4
6	Devin Williams	1.6087	0.6296	99.1
7	Jairo Díaz	1.3200	2.2500	97.3
8	Framber Valdez	1.4419	1.1179	96.8