2019 Projection Evaluation

Batting Projection Accuracy

Plate Appearances (PA)

Everybody Missed for Plate Appearances (PA)

Player	Actual	Davenport	Marcel	Steamer	ZiPS
Jed Lowrie	8	384 (376.0)	594 (586.0)	566 (557.6)	566 (558.0)
Giancarlo Stanton	72	624 (552.0)	620 (548.0)	601 (529.2)	649 (577.0)
Miguel Andujar	49	510 (461.0)	519 (470.0)	557 (508.2)	618 (569.0)

Individual Misses for Plate Appearances (PA)

Davenport

Rank	Player	Proj	Actual	Error
1	Bryan Reynolds	35	546	511.0
2	Cedric Mullins	575	74	501.0
3	Danny Santana	33	511	478.0
4	Gio Urshela	1	476	475.0
5	Leury García	165	618	453.0
6	Hanser Alberto	98	550	452.0
7	Óscar Mercado	33	482	449.0
8	Eric Sogard	1	442	441.0
9	Daniel Palka	534	93	441.0
10	Cavan Biggio	1	430	429.0

Marcel

Rank	Player	Proj	Actual	Error
1	Pete Alonso	1	693	692.0
2	Bryan Reynolds	1	546	545.0
3	Vladimir Guerrero Jr.	1	514	513.0
4	Eloy Jiménez	1	504	503.0
5	Óscar Mercado	1	482	481.0
6	Harold Ramírez	1	446	445.0
7	José Pirela	469	24	445.0
8	Scooter Gennett	569	139	430.0
9	Cavan Biggio	1	430	429.0
10	Matt Kemp	491	62	429.0

Steamer

Rank	Player	Proj	Actual	Error
1	Bryan Reynolds	7	546	539.3
2	Danny Santana	1	511	510.0
3	Gio Urshela	1	476	475.0
4	Mark Trumbo	503	31	472.4
5	Zack Cozart	575	107	467.5
6	Leury García	157	618	460.7
7	Brian Goodwin	1	458	457.0
8	Christian Walker	151	603	451.8
9	Harold Ramírez	1	446	445.0
10	Eric Sogard	1	442	441.0

ZiPS

Rank	Player	Proj	Actual	Error
1	Cedric Mullins	630	74	556.0
2	Erick Mejia	577	27	550.0
3	Frank Schwindel	552	15	537.0
4	Abiatal Avelino	523	8	515.0
5	Jake Noll	527	13	514.0
6	Chris Shaw	533	20	513.0
7	Magneuris Sierra	549	42	507.0
8	Bobby Bradley	552	49	503.0
9	Lane Thomas	545	44	501.0
10	Ian Miller	514	17	497.0

wOBA

Everybody Missed for wOBA

Player	Actual	Davenport	Marcel	Steamer	ZiPS
Christian Yelich	0.4485	0.3973 (32.6)	0.3685 (44.6)	0.3772 (35.6)	0.3777 (33.9)
Marcus Semien	0.3734	0.3291 (37.0)	0.3074 (47.0)	0.3101 (39.9)	0.3054 (41.7)
Yordan Alvarez	0.4349	0.3236 (43.0)	0.3254 (39.3)	0.3042 (44.5)	0.3181 (38.6)
Gio Urshela	0.3697	0.2970 (37.1)	0.2824 (40.1)	0.2820 (37.0)	0.2692 (42.0)
Pete Alonso	0.3868	0.3293 (43.4)	0.3254 (40.4)	0.3277 (34.0)	0.3277 (32.4)
Ketel Marte	0.4056	0.3359 (47.0)	0.3072 (59.9)	0.3301 (41.2)	0.3249 (43.0)

Individual Misses for wOBA

Davenport

Rank	Player	Proj	Actual	Error
1	Khris Davis	0.3682	0.2912	38.3
2	Bryan Reynolds	0.3083	0.3710	37.0
3	Mark Canha	0.3181	0.3862	36.4
4	Jeff McNeil	0.3310	0.3855	33.8
5	DJ LeMahieu	0.3288	0.3742	33.1
6	Cody Bellinger	0.3791	0.4230	32.4
7	Keston Hiura	0.3015	0.3887	32.1
8	Kevin Newman	0.2848	0.3395	31.8
9	Eric Sogard	0.2764	0.3414	31.0
10	Trey Mancini	0.3349	0.3742	30.2

Marcel

Rank	Player	Proj	Actual	Error
1	Cody Bellinger	0.3516	0.4230	45.2
2	Rafael Devers	0.3162	0.3795	42.3
3	Alex Bregman	0.3591	0.4192	39.4
4	Jorge Soler	0.3180	0.3781	38.7
5	Hunter Dozier	0.2927	0.3610	38.2
6	J.D. Davis	0.2891	0.3748	37.4
7	Yoán Moncada	0.3099	0.3799	37.3
8	Mark Canha	0.3085	0.3862	37.1
9	Joey Votto	0.3886	0.3327	35.8
10	Austin Meadows	0.3196	0.3828	35.5

Steamer

Rank	Player	Proj	Actual	Error
1	Cody Bellinger	0.3496	0.4230	41.9
2	Fernando Tatis Jr.	0.2905	0.3992	36.7
3	DJ LeMahieu	0.3094	0.3742	35.9
4	Hunter Dozier	0.2903	0.3610	35.6
5	Bryan Reynolds	0.2984	0.3710	34.2
6	Austin Meadows	0.3154	0.3828	34.0
7	Yoán Moncada	0.3094	0.3799	33.8
8	Khris Davis	0.3439	0.2912	33.4
9	Mark Canha	0.3091	0.3862	33.4
10	Tim Anderson	0.2891	0.3631	33.2

ZiPS

Rank	Player	Proj	Actual	Error
1	Bryan Reynolds	0.2776	0.3710	44.3
2	Joey Votto	0.3832	0.3327	38.2
3	Hunter Dozier	0.2849	0.3610	37.4
4	Khris Davis	0.3484	0.2912	37.0
5	Austin Meadows	0.3097	0.3828	36.0
6	Mitch Garver	0.2923	0.4044	35.9
7	Fernando Tatis Jr.	0.2964	0.3992	33.7
8	DJ LeMahieu	0.3106	0.3742	33.7
9	Tim Anderson	0.2877	0.3631	32.7
10	Yoán Moncada	0.3106	0.3799	31.8

Strikeout Rate

Everybody Missed for Strikeout Rate

Player	Actual	Davenport	Marcel	Steamer	ZiPS
Rougned Odor	0.3064	0.1806 (48.3)	0.2330 (36.7)	0.2250 (39.6)	0.2334 (39.2)
Alex Gordon	0.1580	0.1870 (45.3)	0.2367 (56.3)	0.2419 (61.5)	0.2381 (54.1)
Marcus Semien	0.1365	0.1631 (51.6)	0.2068 (60.1)	0.1966 (54.8)	0.2059 (55.9)
Matt Adams	0.3453	0.1964 (35.4)	0.2283 (35.6)	0.2369 (31.7)	0.2335 (35.4)
César Hernández	0.1499	0.1675 (40.1)	0.2026 (41.9)	0.2038 (44.7)	0.2037 (39.5)
Rafael Devers	0.1695	0.1886 (43.2)	0.2366 (54.3)	0.2245 (47.9)	0.2364 (50.8)
Chris Owings	0.3980	0.1843 (33.5)	0.2203 (32.8)	0.2118 (33.9)	0.2311 (31.6)
Tommy Pham	0.1881	0.2074 (40.4)	0.2449 (43.8)	0.2627 (57.5)	0.2774 (61.9)
Cody Bellinger	0.1634	0.2080 (57.6)	0.2449 (60.6)	0.2309 (53.4)	0.2388 (53.4)

Individual Misses for Strikeout Rate

Davenport

Rank	Player	Proj	Actual	Error
1	Wil Myers	0.2168	0.3429	40.9
2	Óscar Mercado	0.2121	0.1743	38.7
3	Kyle Schwarber	0.2745	0.2557	37.4
4	Nolan Arenado	0.1535	0.1405	36.8
5	David Fletcher	0.1104	0.0980	35.9
6	Eugenio Suárez	0.1888	0.2855	35.9
7	Tommy La Stella	0.1523	0.0872	34.5
8	Jeff McNeil	0.1499	0.1323	34.1
9	Kevin Pillar	0.1480	0.1380	33.9
10	Josh Reddick	0.1384	0.1200	33.5

Marcel

Rank	Player	Proj	Actual	Error
1	Hanser Alberto	0.2156	0.0909	74.2
2	Kevin Newman	0.2213	0.1168	60.9
3	Luis Arraez	0.2237	0.0792	56.6
4	David Fletcher	0.1575	0.0980	45.5
5	Nicky Lopez	0.2237	0.1269	43.0
6	Austin Riley	0.2237	0.3636	38.5
7	Michael Chavis	0.2237	0.3325	37.6
8	Wil Myers	0.2569	0.3429	37.1
9	Eddie Rosario	0.1953	0.1458	35.3
10	Brandon Lowe	0.2313	0.3456	34.0

Steamer

Rank	Player	Proj	Actual	Error
1	Andrew Benintendi	0.1545	0.2276	36.9
2	Eloy Jiménez	0.1797	0.2659	36.8
3	Matt Chapman	0.2578	0.2194	34.6
4	Brandon Lowe	0.2311	0.3456	33.1
5	J.D. Martinez	0.2466	0.2100	32.7
6	Wilson Ramos	0.1802	0.1317	32.4
7	Hunter Dozier	0.2944	0.2526	32.3
8	Dylan Moore	0.2023	0.3298	32.2
9	Eddie Rosario	0.1863	0.1458	31.7
10	Garrett Hampson	0.1600	0.2691	31.4

ZiPS

Rank	Player	Proj	Actual	Error
1	Matt Chapman	0.2876	0.2194	49.4
2	Paul DeJong	0.2736	0.2244	36.2
3	Andrew Benintendi	0.1654	0.2276	34.9
4	Kyle Schwarber	0.3055	0.2557	33.7
5	Trey Mancini	0.2524	0.2106	32.0
6	J.D. Martinez	0.2534	0.2100	32.0
7	Eddie Rosario	0.1944	0.1458	31.9
8	Brandon Belt	0.2521	0.2062	31.6
9	Justin Smoak	0.2697	0.2120	31.6
10	Jorge Soler	0.3031	0.2622	31.5

Walk Rate

Everybody Missed for Walk Rate

Player	Actual	Davenport	Marcel	Steamer	ZiPS
Mark Canha	0.1348	0.0838 (21.1)	0.0733 (30.5)	0.0766 (27.9)	0.0744 (28.3)
Cavan Biggio	0.1651	0.1136 (18.5)	0.0868 (33.6)	0.1114 (22.2)	0.1170 (19.2)
Marcell Ozuna	0.1129	0.0710 (18.4)	0.0756 (20.4)	0.0768 (18.7)	0.0689 (22.3)
Eric Hosmer	0.0600	0.0909 (26.3)	0.0911 (20.8)	0.0990 (27.4)	0.0951 (25.7)
Rhys Hoskins	0.1645	0.1192 (26.0)	0.1283 (25.4)	0.1274 (24.7)	0.1238 (26.3)
Marcus Semien	0.1165	0.0774 (22.9)	0.0881 (21.1)	0.0885 (19.4)	0.0842 (21.5)
Luke Voit	0.1392	0.0769 (27.5)	0.0847 (27.7)	0.0883 (24.9)	0.0973 (19.6)
César Hernández	0.0675	0.1057 (31.1)	0.1144 (31.4)	0.1213 (37.3)	0.1210 (38.0)
Alex Bregman	0.1725	0.1080 (38.7)	0.1079 (44.4)	0.1156 (37.8)	0.1148 (37.5)

Individual Misses for Walk Rate

Davenport

Rank	Player	Proj	Actual	Error
1	Yasmani Grandal	0.1065	0.1725	36.4
2	Carlos Santana	0.1078	0.1574	28.2
3	Daniel Vogelbach	0.1106	0.1649	25.6
4	Starlin Castro	0.0634	0.0414	20.6
5	Charlie Blackmon	0.0870	0.0631	20.5
6	Jason Heyward	0.0725	0.1154	20.3
7	Nicky Lopez	0.0857	0.0448	19.8
8	Eddie Rosario	0.0617	0.0373	19.4
9	Justin Smoak	0.1117	0.1580	19.0
10	Josh Donaldson	0.1155	0.1517	18.4

Marcel

Rank	Player	Proj	Actual	Error
1	Daniel Vogelbach	0.0973	0.1649	37.6
2	Yasmani Grandal	0.1151	0.1725	36.2
3	Mookie Betts	0.1026	0.1374	24.5
4	Hanser Alberto	0.0734	0.0291	24.4
5	Cody Bellinger	0.1071	0.1437	24.1
6	Joey Votto	0.1632	0.1250	23.3
7	Harold Castro	0.0813	0.0244	21.1
8	Harold Ramírez	0.0868	0.0404	20.8
9	Yordan Alvarez	0.0868	0.1409	19.9
10	Carson Kelly	0.0769	0.1315	19.9

Steamer

Rank	Player	Proj	Actual	Error
1	Joey Votto	0.1702	0.1250	28.7
2	Yoán Moncada	0.1115	0.0716	23.5
3	Christian Walker	0.0703	0.1111	23.4
4	Bryce Harper	0.1757	0.1452	22.2
5	Yasmani Grandal	0.1355	0.1725	22.1
6	David Fletcher	0.0487	0.0842	21.9
7	Yordan Alvarez	0.0811	0.1409	21.3
8	Cody Bellinger	0.1117	0.1437	19.8
9	Paul Goldschmidt	0.1410	0.1144	19.6
10	Daniel Vogelbach	0.1286	0.1649	19.1

ZiPS

Rank	Player	Proj	Actual	Error
1	Joey Votto	0.1766	0.1250	33.4
2	Bryce Harper	0.1842	0.1452	29.0
3	David Fletcher	0.0450	0.0842	23.4
4	Yoán Moncada	0.1095	0.0716	23.1
5	Christian Walker	0.0719	0.1111	21.6
6	Paul Goldschmidt	0.1426	0.1144	21.6
7	Yordan Alvarez	0.0824	0.1409	20.4
8	Yan Gomes	0.0512	0.1061	18.5
9	Miguel Cabrera	0.1166	0.0874	17.9
10	Harrison Bader	0.0669	0.1133	17.4

Hit By Pitch Rate

Everybody Missed for Hit By Pitch Rate

Player	Actual	Davenport	Marcel	Steamer	ZiPS
Mark Canha	0.0362	0.0000 (12.6)	0.0213 (7.1)	0.0180 (8.6)	0.0233 (5.9)
Derek Dietrich	0.0817	0.0000 (21.7)	0.0365 (13.6)	0.0340 (14.3)	0.0431 (11.5)
Mike Trout	0.0267	0.0000 (9.5)	0.0143 (7.0)	0.0150 (6.5)	0.0159 (5.8)
Tim Locastro	0.0880	0.0000 (19.3)	0.0143 (18.2)	0.0290 (14.5)	0.0470 (10.0)
Anthony Rizzo	0.0440	0.0000 (20.3)	0.0267 (10.2)	0.0260 (10.5)	0.0324 (6.4)
Victor Robles	0.0405	0.0000 (18.3)	0.0163 (14.5)	0.0190 (12.7)	0.0255 (8.6)
Jeff McNeil	0.0370	0.0000 (14.8)	0.0152 (11.9)	0.0130 (13.1)	0.0165 (11.0)
David Fletcher	0.0000	0.0000 (7.1)	0.0110 (7.7)	0.0090 (6.5)	0.0090 (6.6)
César Puello	0.0748	0.0000 (9.4)	0.0098 (9.5)	0.0210 (7.8)	0.0306 (6.3)
Shin-Soo Choo	0.0273	0.0000 (10.8)	0.0137 (8.5)	0.0140 (8.2)	0.0165 (6.4)
Pete Alonso	0.0303	0.0000 (13.5)	0.0109 (13.0)	0.0150 (10.0)	0.0210 (5.7)

Individual Misses for Hit By Pitch Rate

Davenport

Rank	Player	Proj	Actual	Error
1	Alex Gordon	0.0000	0.0300	12.1
2	Starling Marte	0.0000	0.0273	9.6
3	Brian Anderson	0.0000	0.0269	8.4
4	Robinson Chirinos	0.0000	0.0297	8.3
5	Kris Bryant	0.0000	0.0237	8.1
6	Justin Turner	0.0000	0.0255	8.0
7	Kolten Wong	0.0000	0.0237	7.0
8	Chance Sisco	0.0000	0.0455	6.8
9	Todd Frazier	0.0000	0.0240	6.6

Marcel

Rank	Player	Proj	Actual	Error
1	Alex Gordon	0.0189	0.0300	6.6
2	Christian Vázquez	0.0108	0.0000	6.0
3	Jake Cave	0.0084	0.0351	5.9
4	Ramón Laureano	0.0102	0.0229	5.8
5	Jesse Winker	0.0052	0.0208	5.7
6	Dylan Moore	0.0109	0.0319	5.7
7	Luis Urías	0.0127	0.0361	5.7
8	Paul Goldschmidt	0.0099	0.0029	5.2
9	Javier Báez	0.0086	0.0000	5.2

Steamer

Rank	Player	Proj	Actual	Error
1	Alex Gordon	0.0170	0.0300	7.7
2	Christian Vázquez	0.0110	0.0000	6.2
3	Javier Báez	0.0100	0.0000	6.1
4	Paul Goldschmidt	0.0110	0.0029	6.1
5	Matt Olson	0.0100	0.0219	6.0
6	Jake Cave	0.0090	0.0351	5.7
7	Xander Bogaerts	0.0100	0.0029	5.6
8	Luis Urías	0.0130	0.0361	5.5
9	Dylan Moore	0.0120	0.0319	5.4

ZiPS

Rank	Player	Proj	Actual	Error
1	Danny Jansen	0.0274	0.0104	7.0
2	Javier Báez	0.0103	0.0000	6.4
3	Matt Olson	0.0098	0.0219	6.0
4	Jake Cave	0.0075	0.0351	6.0
5	Christian Vázquez	0.0096	0.0000	5.6
6	Rougned Odor	0.0166	0.0086	5.3
7	J.T. Realmuto	0.0161	0.0084	5.2
8	Xander Bogaerts	0.0092	0.0029	5.2
9	Tyler Flowers	0.0350	0.0194	5.2

Home Run Rate

Everybody Missed for Home Run Rate

Player	Actual	Davenport	Marcel	Steamer	ZiPS
Khris Davis	0.0682	0.0966 (17.8)	0.1038 (23.0)	0.1021 (24.1)	0.1074 (26.7)
George Springer	0.1054	0.0579 (23.7)	0.0593 (21.4)	0.0620 (17.9)	0.0574 (20.6)
Eugenio Suárez	0.1250	0.0831 (24.4)	0.0678 (32.8)	0.0690 (29.6)	0.0750 (25.8)
Mitch Garver	0.1372	0.0553 (27.6)	0.0352 (33.9)	0.0384 (31.4)	0.0308 (34.3)
Josh Bell	0.0889	0.0504 (20.6)	0.0436 (23.1)	0.0447 (20.2)	0.0402 (23.2)
Pete Alonso	0.1271	0.0782 (30.5)	0.0562 (43.8)	0.0763 (27.4)	0.0727 (30.1)
Christian Yelich	0.1176	0.0613 (29.8)	0.0564 (31.1)	0.0618 (25.9)	0.0619 (25.9)
Jorge Soler	0.1148	0.0839 (17.7)	0.0553 (35.2)	0.0654 (25.9)	0.0644 (26.8)
Yordan Alvarez	0.1222	0.0586 (21.6)	0.0562 (21.5)	0.0556 (20.4)	0.0625 (18.0)
Ketel Marte	0.0660	0.0334 (17.4)	0.0254 (20.7)	0.0262 (17.9)	0.0242 (19.4)

Individual Misses for Home Run Rate

Davenport

Rank	Player	Proj	Actual	Error
1	Kole Calhoun	0.0419	0.0840	23.5
2	J.D. Martinez	0.1090	0.0813	21.4
3	Christin Stewart	0.0827	0.0368	21.2
4	Miguel Sanó	0.1013	0.1532	20.6
5	Mike Trout	0.0882	0.1271	20.4
6	Daniel Vogelbach	0.0548	0.0952	19.8
7	Jose Altuve	0.0330	0.0735	19.5
8	Brett Gardner	0.0340	0.0725	18.5
9	Miguel Cabrera	0.0584	0.0308	17.9
10	Yuli Gurriel	0.0275	0.0614	17.7

Marcel

Rank	Player	Proj	Actual	Error
1	Miguel Sanó	0.0848	0.1532	26.6
2	Danny Santana	0.0307	0.0851	23.9
3	Nicky Lopez	0.0562	0.0060	23.3
4	Daniel Vogelbach	0.0476	0.0952	22.3
5	Kole Calhoun	0.0436	0.0840	20.7
6	Mike Trout	0.0875	0.1271	19.2
7	Alex Bregman	0.0504	0.0856	19.0
8	Roberto Pérez	0.0390	0.0879	18.5
9	Luis Arraez	0.0562	0.0133	18.5
10	Aristides Aquino	0.0426	0.1293	17.8

Steamer

Rank	Player	Proj	Actual	Error
1	Miguel Sanó	0.0913	0.1532	22.2
2	Miguel Cabrera	0.0577	0.0308	21.0
3	Danny Santana	0.0332	0.0851	20.8
4	Rhys Hoskins	0.0883	0.0716	19.7
5	Keston Hiura	0.0279	0.0913	18.2
6	Yolmer Sánchez	0.0266	0.0051	18.2
7	Austin Meadows	0.0423	0.0827	17.2
8	Christin Stewart	0.0653	0.0368	16.6
9	Mike Yastrzemski	0.0273	0.0784	16.4
10	Brett Gardner	0.0324	0.0725	15.9

ZiPS

Rank	Player	Proj	Actual	Error
1	Roberto Pérez	0.0320	0.0879	20.2
2	Tommy Pham	0.0637	0.0472	18.0
3	Randal Grichuk	0.0903	0.0729	17.8
4	Rhys Hoskins	0.0859	0.0716	17.8
5	Yolmer Sánchez	0.0255	0.0051	17.4
6	Brett Gardner	0.0303	0.0725	17.2
7	Kole Calhoun	0.0459	0.0840	17.1
8	Willson Contreras	0.0401	0.0923	16.9
9	Nelson Cruz	0.0822	0.1254	16.8
10	Keston Hiura	0.0326	0.0913	16.6

BABIP

Everybody Missed for BABIP

Player	Actual	Davenport	Marcel	Steamer	ZiPS
Marcell Ozuna	0.2566	0.3213 (33.4)	0.3174 (31.9)	0.3175 (33.9)	0.3167 (32.9)
Yoán Moncada	0.4048	0.3342 (41.6)	0.3280 (44.5)	0.3146 (49.9)	0.3264 (44.0)
Bryan Reynolds	0.3866	0.3043 (47.0)	0.2982 (49.8)	0.3203 (35.7)	0.2893 (53.3)
James McCann	0.3579	0.2766 (40.5)	0.2871 (35.0)	0.2924 (30.8)	0.2978 (28.8)
Gio Urshela	0.3491	0.2861 (31.8)	0.2791 (34.7)	0.2755 (34.7)	0.2763 (34.8)
Fernando Tatis Jr.	0.4098	0.3302 (31.0)	0.2982 (42.5)	0.3000 (40.5)	0.3038 (39.5)
Joey Gallo	0.3645	0.2279 (41.7)	0.2627 (31.0)	0.2747 (26.4)	0.2732 (27.2)
Derek Dietrich	0.1750	0.3286 (45.8)	0.3193 (43.3)	0.3033 (39.5)	0.3151 (42.8)
Tim Anderson	0.3995	0.3109 (47.8)	0.3125 (46.5)	0.3093 (46.3)	0.3155 (43.6)

Individual Misses for BABIP

Davenport

Rank	Player	Proj	Actual	Error
1	Trevor Story	0.2965	0.3613	45.0
2	Danny Santana	0.2727	0.3522	42.5
3	Daniel Vogelbach	0.3116	0.2316	42.5
4	Nelson Cruz	0.2818	0.3497	37.3
5	Rafael Devers	0.2911	0.3387	36.0
6	David Dahl	0.2995	0.3828	36.0
7	Jurickson Profar	0.2908	0.2180	35.8
8	Matt Chapman	0.3259	0.2705	34.6
9	Jay Bruce	0.3029	0.2000	33.0
10	Mallex Smith	0.3602	0.3005	31.6

Marcel

Rank	Player	Proj	Actual	Error
1	J.D. Davis	0.2733	0.3549	38.3
2	Keston Hiura	0.2982	0.4021	37.1
3	Danny Santana	0.2848	0.3522	35.8
4	Ketel Marte	0.2924	0.3422	33.0
5	Paul DeJong	0.3107	0.2585	32.8
6	Justin Smoak	0.2901	0.2230	32.2
7	Rafael Devers	0.2971	0.3387	31.1
8	Nelson Cruz	0.2939	0.3497	30.5
9	Brandon Lowe	0.2881	0.3772	30.1
10	Victor Reyes	0.2857	0.3839	29.5

Steamer

Rank	Player	Proj	Actual	Error
1	Keston Hiura	0.3079	0.4021	32.5
2	DJ LeMahieu	0.2986	0.3483	32.0
3	Daniel Vogelbach	0.2877	0.2316	31.8
4	Jurickson Profar	0.2771	0.2180	31.0
5	Justin Smoak	0.2820	0.2230	29.9
6	J.D. Davis	0.2921	0.3549	28.1
7	Paul DeJong	0.2990	0.2585	27.4
8	Harold Castro	0.2908	0.3643	26.8
9	Brandon Lowe	0.2985	0.3772	25.5
10	Orlando Arcia	0.2971	0.2513	25.4

ZiPS

Rank	Player	Proj	Actual	Error
1	Nelson Cruz	0.2866	0.3497	33.0
2	Daniel Vogelbach	0.2885	0.2316	31.5
3	Paul DeJong	0.3054	0.2585	30.9
4	Harold Castro	0.2861	0.3643	29.0
5	Justin Smoak	0.2803	0.2230	28.5
6	Jurickson Profar	0.2732	0.2180	28.4
7	Jorge Soler	0.3333	0.2919	27.9
8	Keston Hiura	0.3230	0.4021	27.6
9	Austin Meadows	0.2844	0.3306	27.5
10	Donovan Solano	0.2908	0.4085	26.9

Single Rate

Everybody Missed for Single Rate

Player	Actual	Davenport	Marcel	Steamer	ZiPS
Marcell Ozuna	0.1866	0.2670 (38.5)	0.2569 (36.4)	0.2481 (32.0)	0.2489 (32.9)
Michael Chavis	0.2921	0.1975 (40.0)	0.2182 (29.7)	0.2168 (30.0)	0.2078 (33.1)
Carlos Santana	0.2217	0.1835 (33.2)	0.1825 (29.6)	0.1839 (28.2)	0.1823 (28.7)
Yoán Moncada	0.2887	0.2440 (30.7)	0.2293 (35.4)	0.2316 (33.7)	0.2404 (28.4)
Fernando Tatis Jr.	0.3171	0.2286 (36.7)	0.2182 (38.3)	0.2232 (36.1)	0.2154 (38.7)
Derek Dietrich	0.1125	0.2429 (36.8)	0.2319 (35.3)	0.2208 (32.1)	0.2186 (31.7)
Tim Anderson	0.3137	0.2390 (44.0)	0.2344 (43.1)	0.2355 (42.2)	0.2413 (38.7)

Individual Misses for Single Rate

Davenport

Rank	Player	Proj	Actual	Error
1	Trevor Story	0.1806	0.2487	51.4
2	Danny Santana	0.1818	0.2558	43.0
3	Nolan Arenado	0.1868	0.2403	42.2
4	Daniel Vogelbach	0.2536	0.1719	39.9
5	Bryan Reynolds	0.2174	0.2717	35.2
6	Christian Walker	0.1878	0.2341	34.1
7	Roberto Pérez	0.1737	0.2369	33.0
8	Jurickson Profar	0.2192	0.1471	32.1
9	Tom Murphy	0.1538	0.2564	31.7
10	Jay Bruce	0.2215	0.1171	31.4

Marcel

Rank	Player	Proj	Actual	Error
1	Hanser Alberto	0.2027	0.2671	37.6
2	Corey Seager	0.2546	0.1835	36.3
3	J.D. Davis	0.2035	0.2765	34.8
4	Danny Santana	0.1962	0.2558	32.5
5	Jose Iglesias	0.2016	0.2582	32.1
6	Harold Castro	0.2302	0.3123	31.7
7	Bryan Reynolds	0.2182	0.2717	31.4
8	Rougned Odor	0.2028	0.1456	31.0
9	Ronald Acuña Jr.	0.2394	0.2743	27.8
10	Kevin Newman	0.2235	0.2701	26.9

Steamer

Rank	Player	Proj	Actual	Error
1	Rougned Odor	0.2047	0.1456	32.5
2	Jorge Alfaro	0.2459	0.3065	29.7
3	Garrett Cooper	0.2248	0.2907	29.1
4	Harold Castro	0.2377	0.3123	28.7
5	Jose Iglesias	0.2099	0.2582	27.3
6	J.D. Davis	0.2200	0.2765	27.1
7	DJ LeMahieu	0.2396	0.2770	26.6
8	Daniel Vogelbach	0.2225	0.1719	26.4
9	Ian Desmond	0.2464	0.1889	26.1
10	Josh Bell	0.2276	0.1821	26.0

ZiPS

Rank	Player	Proj	Actual	Error
1	Jorge Soler	0.2540	0.2000	35.0
2	Bryan Reynolds	0.2107	0.2717	34.6
3	Rougned Odor	0.2072	0.1456	34.4
4	Daniel Vogelbach	0.2276	0.1719	29.7
5	Roberto Pérez	0.1736	0.2369	29.5
6	Mark Canha	0.1832	0.2401	29.5
7	Garrett Cooper	0.2231	0.2907	29.5
8	Harold Castro	0.2389	0.3123	27.9
9	Hanser Alberto	0.2201	0.2671	27.2
10	Byron Buxton	0.2308	0.1378	26.7

Double Rate

Everybody Missed for Double Rate

Player	Actual	Davenport	Marcel	Steamer	ZiPS
Khris Davis	0.0350	0.0722 (23.3)	0.0762 (23.0)	0.0763 (24.1)	0.0741 (22.7)
Scott Kingery	0.1153	0.0663 (21.2)	0.0698 (21.8)	0.0663 (22.5)	0.0679 (21.9)
Roberto Pérez	0.0361	0.0737 (19.8)	0.0711 (16.5)	0.0747 (19.1)	0.0744 (18.8)
Byron Buxton	0.1531	0.0762 (20.7)	0.0652 (25.4)	0.0752 (21.8)	0.0692 (23.7)
Yordan Alvarez	0.1340	0.0659 (22.7)	0.0733 (21.7)	0.0668 (23.3)	0.0706 (22.1)
Nick Castellanos	0.1295	0.0871 (23.8)	0.0885 (26.0)	0.0870 (25.5)	0.0898 (23.9)

Individual Misses for Double Rate

Davenport

Rank	Player	Proj	Actual	Error
1	Corey Seager	0.0652	0.1170	24.5
2	Elvis Andrus	0.0784	0.0538	20.2
3	James McCann	0.0426	0.0912	20.0
4	Pablo Sandoval	0.0442	0.1173	19.7
5	Rafael Devers	0.0759	0.1082	18.0
6	Brian Anderson	0.0594	0.1006	18.0
7	Nolan Arenado	0.0875	0.0671	17.8
8	Stephen Vogt	0.0616	0.1311	17.6
9	Eduardo Escobar	0.0780	0.0603	17.0
10	Tim Beckham	0.0542	0.1123	16.9

Marcel

Rank	Player	Proj	Actual	Error
1	Joc Pederson	0.0919	0.0525	21.2
2	Rafael Devers	0.0767	0.1082	20.8
3	Ian Desmond	0.0570	0.1010	20.3
4	Ronald Acuña Jr.	0.0810	0.0549	20.0
5	Corey Seager	0.0787	0.1170	19.7
6	Gio Urshela	0.0581	0.1006	19.3
7	Xander Bogaerts	0.0825	0.1118	19.2
8	Randal Grichuk	0.1000	0.0736	17.8
9	Trea Turner	0.0618	0.0946	17.6
10	James McCann	0.0528	0.0912	17.4

Steamer

Rank	Player	Proj	Actual	Error
1	Bryan Reynolds	0.0633	0.1036	19.8
2	Gio Urshela	0.0558	0.1006	19.4
3	Eduardo Escobar	0.0825	0.0603	18.4
4	Xander Bogaerts	0.0816	0.1118	18.3
5	Ronald Acuña Jr.	0.0759	0.0549	17.9
6	Corey Seager	0.0808	0.1170	17.4
7	Joey Gallo	0.0776	0.1402	17.4
8	Randal Grichuk	0.0971	0.0736	17.3
9	Stephen Vogt	0.0658	0.1311	17.2
10	Ian Desmond	0.0619	0.1010	16.9

ZiPS

Rank	Player	Proj	Actual	Error
1	Gio Urshela	0.0461	0.1006	24.2
2	Randal Grichuk	0.1062	0.0736	22.7
3	Joc Pederson	0.0927	0.0525	22.5
4	Eduardo Escobar	0.0885	0.0603	22.3
5	Ronald Acuña Jr.	0.0806	0.0549	20.9
6	Bryan Reynolds	0.0643	0.1036	19.5
7	Ian Desmond	0.0580	0.1010	19.0
8	Michael Chavis	0.0952	0.0495	18.8
9	Manny Machado	0.0735	0.0488	18.7
10	Jeff McNeil	0.0559	0.0920	18.4

Triple Rate

Everybody Missed for Triple Rate

Player	Actual	Davenport	Marcel	Steamer	ZiPS
Whit Merrifield	0.0184	0.0065 (8.9)	0.0089 (7.5)	0.0066 (8.6)	0.0080 (8.8)
Austin Meadows	0.0191	0.0079 (6.7)	0.0097 (6.0)	0.0069 (7.2)	0.0092 (6.8)
Rhys Hoskins	0.0133	0.0050 (5.9)	0.0030 (7.7)	0.0027 (7.4)	0.0055 (6.6)
Marcus Semien	0.0134	0.0045 (6.7)	0.0050 (6.8)	0.0044 (6.6)	0.0069 (6.0)
Eduardo Escobar	0.0208	0.0122 (6.1)	0.0078 (9.6)	0.0095 (7.9)	0.0130 (6.5)
Jeff McNeil	0.0024	0.0144 (6.7)	0.0207 (9.9)	0.0133 (6.2)	0.0172 (7.5)
Greg Garcia	0.0176	0.0000 (6.6)	0.0046 (5.1)	0.0043 (4.9)	0.0051 (5.2)
Phillip Ervin	0.0417	0.0000 (10.9)	0.0047 (9.8)	0.0084 (8.6)	0.0108 (8.4)
Tommy Edman	0.0276	0.0115 (5.7)	0.0067 (7.5)	0.0085 (6.6)	0.0125 (5.8)
Hunter Dozier	0.0282	0.0063 (13.0)	0.0119 (10.0)	0.0096 (10.9)	0.0061 (13.9)
Fernando Tatis Jr.	0.0293	0.0127 (6.2)	0.0067 (8.7)	0.0119 (6.4)	0.0154 (5.7)
Adalberto Mondesi	0.0353	0.0134 (9.8)	0.0129 (10.2)	0.0153 (8.8)	0.0191 (7.9)

Individual Misses for Triple Rate

Davenport

Rank	Player	Proj	Actual	Error
1	Danny Santana	0.0000	0.0199	10.3
2	Bryan Reynolds	0.0000	0.0112	6.2
3	Ramón Laureano	0.0122	0.0000	5.8
4	Ryan McMahon	0.0139	0.0034	5.6
5	Ben Gamel	0.0159	0.0000	5.6
6	Dawel Lugo	0.0000	0.0189	5.5
7	Shohei Ohtani	0.0064	0.0191	5.4
8	Mark Canha	0.0000	0.0108	5.4

Marcel

Rank	Player	Proj	Actual	Error
1	Dexter Fowler	0.0156	0.0030	6.8
2	Juan Soto	0.0035	0.0131	6.8
3	Victor Robles	0.0183	0.0075	6.2
4	Tyler Flowers	0.0000	0.0191	6.1
5	Niko Goodrum	0.0071	0.0182	5.5
6	Delino DeShields	0.0035	0.0152	5.1
7	Tim Anderson	0.0104	0.0000	5.0
8	Ben Gamel	0.0147	0.0000	5.0

Steamer

Rank	Player	Proj	Actual	Error
1	Adam Eaton	0.0061	0.0153	6.0
2	Mallex Smith	0.0148	0.0246	5.5
3	Willy Adames	0.0116	0.0028	5.2
4	Tyler Flowers	0.0024	0.0191	5.2
5	Shohei Ohtani	0.0071	0.0191	5.1
6	Max Kepler	0.0084	0.0000	5.0
7	Tommy Pham	0.0122	0.0047	4.9
8	Danny Santana	0.0103	0.0199	4.9

ZiPS

Rank	Player	Proj	Actual	Error
1	Ben Gamel	0.0219	0.0000	7.2
2	Max Kepler	0.0127	0.0000	6.6
3	Shohei Ohtani	0.0050	0.0191	6.6
4	Tyler Flowers	0.0000	0.0191	6.4
5	Dexter Fowler	0.0152	0.0030	6.1
6	Ramón Laureano	0.0136	0.0000	5.8
7	Christian Walker	0.0133	0.0029	5.3
8	Ronald Acuña Jr.	0.0139	0.0050	5.3

Run Rate

Everybody Missed for Run Rate

Player	Actual	Davenport	Marcel	Steamer	ZiPS
Mitch Garver	0.1950	0.1275 (26.6)	0.1147 (27.1)	0.1106 (26.0)	0.1080 (27.8)
Marcus Semien	0.1647	0.1252 (34.3)	0.1254 (25.7)	0.1185 (25.6)	0.1217 (25.0)
Miguel Cabrera	0.0747	0.1304 (27.0)	0.1142 (24.3)	0.1302 (37.0)	0.1054 (22.1)
Rafael Devers	0.1838	0.1384 (36.4)	0.1235 (39.0)	0.1286 (30.4)	0.1313 (30.1)
Trey Mancini	0.1561	0.1294 (22.5)	0.1113 (27.2)	0.1150 (19.8)	0.1127 (23.0)
Anthony Rendon	0.1811	0.1542 (21.6)	0.1377 (24.9)	0.1349 (22.2)	0.1340 (24.3)

Individual Misses for Run Rate

Davenport

Rank	Player	Proj	Actual	Error
1	Andrew Benintendi	0.1845	0.1171	37.5
2	Tommy Pham	0.1773	0.1177	34.7
3	C.J. Cron	0.1673	0.1022	29.2
4	Vladimir Guerrero Jr.	0.1636	0.1012	28.7
5	Ronald Acuña Jr.	0.1458	0.1776	27.4
6	Christin Stewart	0.1431	0.0769	24.8
7	Cody Bellinger	0.1536	0.1831	23.8
8	Ketel Marte	0.1233	0.1545	23.6
9	Max Muncy	0.1398	0.1715	22.5
10	Danny Santana	0.1212	0.1585	22.4

Marcel

Rank	Player	Proj	Actual	Error
1	Tommy Pham	0.1645	0.1177	33.7
2	Jorge Polanco	0.1098	0.1520	26.3
3	Cody Bellinger	0.1395	0.1831	25.6
4	Gleyber Torres	0.1135	0.1589	24.5
5	Jonathan Villar	0.1171	0.1555	24.0
6	Max Kepler	0.1224	0.1644	22.2
7	Leury García	0.1102	0.1505	21.9
8	Dee Strange-Gordon	0.1321	0.0855	21.7
9	Trevor Story	0.1320	0.1692	21.3
10	Alex Bregman	0.1413	0.1768	21.2

Steamer

Rank	Player	Proj	Actual	Error
1	Andrew Benintendi	0.1504	0.1171	27.8
2	DJ LeMahieu	0.1156	0.1664	25.5
3	Christin Stewart	0.1245	0.0769	24.7
4	Cody Bellinger	0.1338	0.1831	24.7
5	Vladimir Guerrero Jr.	0.1368	0.1012	24.5
6	Bryan Reynolds	0.0963	0.1520	23.9
7	Jon Berti	0.0889	0.1812	23.1
8	Leury García	0.1021	0.1505	22.5
9	Tommy Edman	0.0929	0.1691	22.4
10	Rhys Hoskins	0.1398	0.1220	21.0

ZiPS

Rank	Player	Proj	Actual	Error
1	Tommy Pham	0.1566	0.1177	31.7
2	Jorge Polanco	0.1078	0.1520	24.4
3	José Ramírez	0.1593	0.1255	23.5
4	Leury García	0.1029	0.1505	23.5
5	Jonathan Villar	0.1133	0.1555	23.3
6	Delino DeShields	0.1483	0.1029	22.4
7	Rhys Hoskins	0.1442	0.1220	22.4
8	Vladimir Guerrero Jr.	0.1351	0.1012	22.3
9	Gio Urshela	0.0973	0.1534	22.2
10	Christin Stewart	0.1199	0.0769	21.9

RBI Rate

Everybody Missed for RBI Rate

Player	Actual	Davenport	Marcel	Steamer	ZiPS
Joey Votto	0.0773	0.1490 (40.5)	0.1263 (33.3)	0.1243 (32.3)	0.1256 (33.4)
Josh Bell	0.1892	0.1477 (28.6)	0.1232 (36.9)	0.1252 (35.5)	0.1262 (34.6)
Rhys Hoskins	0.1206	0.1787 (37.4)	0.1515 (25.9)	0.1548 (28.4)	0.1771 (44.5)
DJ LeMahieu	0.1557	0.1160 (29.3)	0.1027 (30.9)	0.1032 (30.4)	0.0917 (37.7)
Anthony Rendon	0.1950	0.1638 (23.5)	0.1467 (27.5)	0.1357 (34.4)	0.1474 (26.6)
Jorge Soler	0.1723	0.1317 (31.0)	0.1047 (42.0)	0.1266 (26.8)	0.1048 (41.4)
Yordan Alvarez	0.2114	0.1508 (24.2)	0.1226 (30.6)	0.1225 (30.5)	0.1318 (27.0)

Individual Misses for RBI Rate

Davenport

Rank	Player	Proj	Actual	Error
1	Eduardo Escobar	0.1235	0.1688	35.2
2	Josh Phegley	0.0909	0.1813	32.6
3	Leury García	0.1212	0.0647	31.8
4	Starlin Castro	0.0894	0.1272	29.0
5	George Springer	0.1297	0.1727	26.7
6	Travis Shaw	0.1609	0.0593	26.1
7	Travis d'Arnaud	0.1176	0.1765	25.0
8	Asdrúbal Cabrera	0.1348	0.1770	24.3
9	Mitch Garver	0.1242	0.1866	24.2
10	Khris Davis	0.1873	0.1370	24.1

Marcel

Rank	Player	Proj	Actual	Error
1	Eddie Rosario	0.1219	0.1847	33.7
2	Leury García	0.1102	0.0647	31.7
3	Pete Alonso	0.1226	0.1732	31.0
4	Ketel Marte	0.0914	0.1465	31.0
5	Asdrúbal Cabrera	0.1162	0.1770	28.3
6	Danny Santana	0.0983	0.1585	27.8
7	Corey Dickerson	0.1080	0.2115	27.3
8	Renato Núñez	0.1000	0.1503	26.6
9	George Springer	0.1191	0.1727	26.6
10	Brett Gardner	0.0820	0.1345	25.7

Steamer

Rank	Player	Proj	Actual	Error
1	Eduardo Escobar	0.1131	0.1688	34.7
2	George Springer	0.1179	0.1727	27.0
3	Ketel Marte	0.0987	0.1465	26.1
4	Mitch Garver	0.1098	0.1866	25.4
5	Asdrúbal Cabrera	0.1227	0.1770	24.8
6	Nick Castellanos	0.1407	0.1099	24.5
7	Travis Shaw	0.1409	0.0593	23.7
8	Josh Phegley	0.1061	0.1813	23.6
9	Mookie Betts	0.1402	0.1133	23.3
10	Eddie Rosario	0.1395	0.1847	23.1

ZiPS

Rank	Player	Proj	Actual	Error
1	Eddie Rosario	0.1296	0.1847	28.7
2	Leury García	0.1029	0.0647	27.7
3	Christian Vázquez	0.0796	0.1382	27.1
4	Gio Urshela	0.0923	0.1555	27.0
5	Brett Gardner	0.0791	0.1345	26.9
6	Travis Shaw	0.1518	0.0593	26.7
7	Trevor Story	0.1636	0.1296	26.6
8	Corey Dickerson	0.1103	0.2115	26.4
9	Khris Davis	0.1794	0.1370	26.1
10	Ketel Marte	0.0985	0.1465	26.1

Stolen Base Rate

Everybody Missed for Stolen Base Rate

Player	Actual	Davenport	Marcel	Steamer	ZiPS
Whit Merrifield	0.1058	0.1656 (39.9)	0.1887 (55.9)	0.1854 (52.3)	0.2083 (65.8)
Manuel Margot	0.2020	0.1327 (33.0)	0.1092 (43.9)	0.1298 (35.5)	0.1231 (40.5)
Marcell Ozuna	0.0945	0.0185 (44.7)	0.0134 (48.3)	0.0144 (48.6)	0.0127 (52.0)
Elvis Andrus	0.1938	0.0922 (69.3)	0.1102 (58.6)	0.0901 (72.6)	0.0956 (72.0)
Christian Yelich	0.1734	0.0939 (49.3)	0.0843 (55.6)	0.0831 (57.2)	0.1033 (48.2)
Kolten Wong	0.1538	0.0656 (51.5)	0.0588 (55.9)	0.0638 (54.0)	0.0708 (52.7)
Mookie Betts	0.0792	0.1366 (36.7)	0.1419 (39.5)	0.1387 (36.1)	0.1602 (48.1)
Mallex Smith	0.3407	0.2303 (65.6)	0.2101 (77.8)	0.2369 (63.5)	0.2701 (47.3)

Individual Misses for Stolen Base Rate

Davenport

Rank	Player	Proj	Actual	Error
1	Adalberto Mondesi	0.2727	0.4831	95.6
2	Luis Rengifo	0.1875	0.0196	65.9
3	José Ramírez	0.1133	0.2034	51.8
4	Kevin Kiermaier	0.1204	0.2065	44.0
5	Francisco Lindor	0.0935	0.1517	41.6
6	Byron Buxton	0.1569	0.2917	41.4
7	Jose Altuve	0.1204	0.0455	38.1
8	Nicky Lopez	0.1111	0.0119	37.7
9	Jorge Polanco	0.0769	0.0221	34.8
10	Paul DeJong	0.0156	0.0604	33.4

Marcel

Rank	Player	Proj	Actual	Error
1	Adalberto Mondesi	0.3200	0.4831	75.3
2	Victor Robles	0.0877	0.1918	68.4
3	Ronald Acuña Jr.	0.1053	0.1897	65.3
4	Jon Berti	0.0638	0.2152	45.4
5	Óscar Mercado	0.0529	0.1389	44.8
6	Tommy Edman	0.0529	0.1724	44.1
7	Garrett Hampson	0.0690	0.1948	43.4
8	Nick Senzel	0.0529	0.1505	43.3
9	Kevin Newman	0.0339	0.1074	42.7
10	Fernando Tatis Jr.	0.0529	0.1600	42.4

Steamer

Rank	Player	Proj	Actual	Error
1	Adalberto Mondesi	0.3478	0.4831	63.6
2	Luis Rengifo	0.1632	0.0196	54.9
3	Jorge Polanco	0.0969	0.0221	46.8
4	José Ramírez	0.1348	0.2034	41.7
5	Kevin Kiermaier	0.1318	0.2065	39.9
6	Byron Buxton	0.1670	0.2917	39.3
7	Ian Desmond	0.1213	0.0319	39.1
8	Ronald Acuña Jr.	0.1481	0.1897	35.7
9	Paul DeJong	0.0185	0.0604	33.4
10	Charlie Blackmon	0.0741	0.0133	33.2

ZiPS

Rank	Player	Proj	Actual	Error
1	Luis Rengifo	0.1888	0.0196	63.5
2	Ian Desmond	0.1333	0.0319	42.7
3	Jonathan Villar	0.2932	0.2235	40.6
4	Jose Altuve	0.1290	0.0455	38.7
5	Paul DeJong	0.0168	0.0604	37.5
6	Shin-Soo Choo	0.0390	0.0798	35.5
7	Byron Buxton	0.1848	0.2917	35.3
8	Kevin Kiermaier	0.1474	0.2065	34.6
9	Jorge Polanco	0.0840	0.0221	34.5
10	Austin Meadows	0.1531	0.0822	34.2

Batting Average

Everybody Missed for Batting Average

Player	Actual	Davenport	Marcel	Steamer	ZiPS
Travis Shaw	0.1565	0.2733 (27.4)	0.2526 (25.3)	0.2492 (25.1)	0.2536 (27.1)
Eric Sogard	0.2904	0.2240 (36.1)	0.2377 (24.3)	0.2379 (23.1)	0.2261 (27.0)
Howie Kendrick	0.3443	0.2919 (25.0)	0.2796 (24.8)	0.2808 (23.4)	0.2779 (23.3)
Yoán Moncada	0.3151	0.2669 (35.5)	0.2380 (44.4)	0.2359 (44.1)	0.2335 (43.7)
Rafael Devers	0.3107	0.2756 (35.3)	0.2523 (42.7)	0.2701 (28.3)	0.2648 (29.9)
Bryan Reynolds	0.3136	0.2500 (43.1)	0.2557 (32.9)	0.2634 (27.3)	0.2282 (44.8)
Gio Urshela	0.3145	0.2623 (32.1)	0.2409 (36.2)	0.2486 (31.2)	0.2434 (32.2)
J.D. Davis	0.3073	0.2675 (24.9)	0.2273 (37.3)	0.2409 (30.0)	0.2389 (29.5)
Tim Anderson	0.3353	0.2769 (38.2)	0.2537 (43.5)	0.2531 (42.4)	0.2520 (41.4)
Ketel Marte	0.3286	0.2790 (40.8)	0.2579 (45.9)	0.2809 (29.8)	0.2772 (30.2)

Individual Misses for Batting Average

Davenport

Rank	Player	Proj	Actual	Error
1	Mallex Smith	0.3053	0.2275	35.4
2	Kevin Newman	0.2579	0.3083	34.9
3	DJ LeMahieu	0.2928	0.3272	32.6
4	Jeff McNeil	0.2807	0.3176	29.6
5	Daniel Vogelbach	0.2757	0.2078	29.4
6	Fernando Tatis Jr.	0.2588	0.3174	27.5
7	Nolan Arenado	0.2906	0.3146	26.0
8	Trevor Story	0.2701	0.2942	25.8
9	Carlos Santana	0.2601	0.2810	24.8
10	Luis Arraez	0.2819	0.3344	24.8

Marcel

Rank	Player	Proj	Actual	Error
1	Hanser Alberto	0.2347	0.3053	40.2
2	Kevin Newman	0.2402	0.3083	37.4
3	Cody Bellinger	0.2606	0.3047	30.7
4	Luis Arraez	0.2557	0.3344	29.7
5	Marcus Semien	0.2486	0.2846	28.7
6	Danny Santana	0.2326	0.2827	26.8
7	Hunter Dozier	0.2363	0.2792	26.5
8	Mallex Smith	0.2737	0.2275	24.8
9	Carlos Santana	0.2480	0.2810	24.2
10	Alex Gordon	0.2308	0.2662	23.9

Steamer

Rank	Player	Proj	Actual	Error
1	DJ LeMahieu	0.2697	0.3272	37.5
2	Fernando Tatis Jr.	0.2337	0.3174	31.0
3	Cody Bellinger	0.2575	0.3047	31.0
4	Hunter Dozier	0.2325	0.2792	27.2
5	Yordan Alvarez	0.2419	0.3131	26.1
6	Marcell Ozuna	0.2880	0.2412	25.8
7	Rougned Odor	0.2480	0.2050	25.2
8	Marcus Semien	0.2513	0.2846	24.7
9	Jeff McNeil	0.2751	0.3176	23.9
10	Daniel Vogelbach	0.2478	0.2078	22.5

ZiPS

Rank	Player	Proj	Actual	Error
1	Fernando Tatis Jr.	0.2215	0.3174	34.4
2	DJ LeMahieu	0.2736	0.3272	33.0
3	Hunter Dozier	0.2265	0.2792	28.9
4	Rougned Odor	0.2486	0.2050	27.3
5	Carlos Santana	0.2391	0.2810	26.4
6	Daniel Vogelbach	0.2483	0.2078	24.5
7	Kevin Newman	0.2606	0.3083	23.5
8	Marcus Semien	0.2500	0.2846	23.3
9	Luis Arraez	0.2681	0.3344	23.0
10	Jeff McNeil	0.2740	0.3176	22.8

On-Base Percentage

Everybody Missed for On-Base Percentage

Player	Actual	Davenport	Marcel	Steamer	ZiPS
Mark Canha	0.3964	0.3174 (39.8)	0.3073 (45.0)	0.3125 (40.4)	0.3093 (40.0)
Bryan Reynolds	0.3773	0.3143 (35.0)	0.3269 (28.3)	0.3193 (30.3)	0.2890 (44.6)
Trey Mancini	0.3638	0.3210 (29.8)	0.3162 (33.3)	0.3169 (30.1)	0.3111 (31.3)
Alex Bregman	0.4232	0.3865 (26.0)	0.3641 (41.8)	0.3714 (34.0)	0.3672 (34.1)
Gio Urshela	0.3550	0.3000 (26.7)	0.2971 (28.3)	0.2892 (30.1)	0.2800 (32.6)
Cody Bellinger	0.4061	0.3648 (28.0)	0.3424 (43.0)	0.3432 (39.9)	0.3574 (27.9)
Yordan Alvarez	0.4119	0.3259 (32.1)	0.3269 (31.9)	0.3073 (37.7)	0.3153 (33.2)
Tim Anderson	0.3571	0.3074 (26.3)	0.2895 (35.8)	0.2884 (34.3)	0.2839 (34.5)

Individual Misses for On-Base Percentage

Davenport

Rank	Player	Proj	Actual	Error
1	Carlos Santana	0.3399	0.3965	39.6
2	Ketel Marte	0.3367	0.3885	33.3
3	Mallex Smith	0.3580	0.2996	32.4
4	Luis Arraez	0.3184	0.3989	29.9
5	Pete Alonso	0.3185	0.3579	28.1
6	Kevin Newman	0.3018	0.3535	28.0
7	Jeff McNeil	0.3362	0.3845	28.0
8	Brandon Drury	0.3243	0.2617	27.5
9	Khris Davis	0.3436	0.2927	26.6
10	Yasmani Grandal	0.3393	0.3797	26.3

Marcel

Rank	Player	Proj	Actual	Error
1	Ketel Marte	0.3225	0.3885	42.4
2	Marcus Semien	0.3158	0.3695	41.2
3	Joey Votto	0.4190	0.3569	36.9
4	Rafael Devers	0.3113	0.3609	35.8
5	J.D. Davis	0.2948	0.3687	34.1
6	Hunter Dozier	0.2929	0.3481	33.2
7	Christian Yelich	0.3752	0.4293	32.2
8	Yasmani Grandal	0.3313	0.3797	31.5
9	Carlos Santana	0.3539	0.3965	30.2
10	Paul Goldschmidt	0.3901	0.3456	29.3

Steamer

Rank	Player	Proj	Actual	Error
1	Marcus Semien	0.3191	0.3695	35.7
2	Joey Votto	0.4074	0.3569	32.2
3	Fernando Tatis Jr.	0.2944	0.3790	30.5
4	Jeff McNeil	0.3291	0.3845	30.0
5	Paul Goldschmidt	0.3853	0.3456	28.9
6	J.D. Davis	0.3031	0.3687	28.5
7	Christian Walker	0.2985	0.3483	28.5
8	Hunter Dozier	0.2971	0.3481	28.4
9	Austin Meadows	0.3150	0.3638	27.3
10	Luis Arraez	0.3234	0.3989	26.7

ZiPS

Rank	Player	Proj	Actual	Error
1	Joey Votto	0.4211	0.3569	43.0
2	Marcus Semien	0.3130	0.3695	37.3
3	Hunter Dozier	0.2855	0.3481	32.9
4	José Ramírez	0.3799	0.3266	32.5
5	David Fletcher	0.2935	0.3497	32.4
6	Austin Meadows	0.3036	0.3638	31.7
7	Luis Arraez	0.3094	0.3989	30.4
8	Fernando Tatis Jr.	0.2922	0.3790	29.9
9	J.D. Davis	0.2973	0.3687	29.4
10	Anthony Rendon	0.3601	0.4118	29.1

Slugging Percentage

Everybody Missed for Slugging Percentage

Player	Actual	Davenport	Marcel	Steamer	ZiPS
Khris Davis	0.3867	0.5440 (78.1)	0.5202 (77.0)	0.5043 (75.2)	0.5160 (83.2)
George Springer	0.5908	0.4949 (59.3)	0.4560 (68.9)	0.4640 (57.4)	0.4444 (66.5)
Mitch Garver	0.6302	0.4599 (65.0)	0.4125 (74.2)	0.4018 (73.5)	0.3708 (83.5)
Josh Bell	0.5693	0.4728 (65.7)	0.4335 (76.5)	0.4448 (61.9)	0.4324 (67.5)
Pete Alonso	0.5829	0.4635 (90.2)	0.4432 (89.2)	0.4614 (67.9)	0.4500 (73.5)
Christian Yelich	0.6708	0.5538 (74.1)	0.5029 (91.0)	0.5183 (74.8)	0.5220 (70.7)
Marcus Semien	0.5221	0.4339 (73.9)	0.4049 (79.3)	0.4122 (64.5)	0.4052 (67.3)
Gio Urshela	0.5339	0.3981 (69.8)	0.3636 (75.8)	0.3773 (63.4)	0.3492 (75.2)
Yordan Alvarez	0.6550	0.4345 (85.3)	0.4432 (74.1)	0.4129 (80.6)	0.4401 (69.4)
Jorge Soler	0.5688	0.4954 (57.1)	0.4252 (90.0)	0.4378 (72.9)	0.4235 (80.5)
Ketel Marte	0.5923	0.4583 (90.9)	0.3953 (116.8)	0.4347 (84.2)	0.4288 (85.8)

Individual Misses for Slugging Percentage

Davenport

Rank	Player	Proj	Actual	Error
1	Yuli Gurriel	0.4384	0.5408	69.3
2	Eric Sogard	0.3149	0.4571	67.6
3	Cody Bellinger	0.5459	0.6290	62.1
4	Anthony Rendon	0.5132	0.5982	61.9
5	DJ LeMahieu	0.4347	0.5183	61.8
6	Bryan Reynolds	0.4063	0.5031	58.7
7	Keston Hiura	0.4127	0.5701	58.5
8	Michael Brantley	0.4229	0.5026	57.6
9	Jeff McNeil	0.4432	0.5314	56.1

Marcel

Rank	Player	Proj	Actual	Error
1	Cody Bellinger	0.5000	0.6290	78.0
2	Danny Santana	0.3767	0.5338	74.6
3	Rafael Devers	0.4392	0.5549	73.5
4	Yoán Moncada	0.4060	0.5479	73.2
5	Hunter Dozier	0.3956	0.5220	67.6
6	Xander Bogaerts	0.4522	0.5554	64.4
7	Alex Bregman	0.4882	0.5921	64.1
8	Austin Meadows	0.4404	0.5585	63.3
9	Eugenio Suárez	0.4668	0.5722	62.5

Steamer

Rank	Player	Proj	Actual	Error
1	Cody Bellinger	0.4940	0.6290	73.7
2	Yoán Moncada	0.3987	0.5479	70.3
3	DJ LeMahieu	0.3881	0.5183	69.9
4	Hunter Dozier	0.3848	0.5220	66.6
5	Fernando Tatis Jr.	0.3903	0.5898	65.5
6	Miguel Cabrera	0.4813	0.3976	58.9
7	Austin Meadows	0.4356	0.5585	58.7
8	Danny Santana	0.3967	0.5338	58.0
9	Anthony Rendon	0.4854	0.5982	57.7

ZiPS

Rank	Player	Proj	Actual	Error
1	Hunter Dozier	0.3828	0.5220	65.9
2	Bryan Reynolds	0.3564	0.5031	65.4
3	DJ LeMahieu	0.3931	0.5183	64.4
4	Yoán Moncada	0.4064	0.5479	64.1
5	Travis Shaw	0.4724	0.2696	62.0
6	Matt Carpenter	0.4839	0.3918	58.5
7	Nelson Cruz	0.5000	0.6388	58.3
8	Fernando Tatis Jr.	0.4064	0.5898	58.3
9	Anthony Rendon	0.4828	0.5982	57.2

Pitching Projection Accuracy

Batters Faced (BF)

Everybody Missed for Batters Faced (BF)

Player	Actual	Davenport	Marcel	Steamer	ZiPS
Alex Cobb	60	694 (633.9)	651 (591.0)	748 (688.3)	598 (538.0)
Jameson Taillon	158	778 (620.1)	713 (555.0)	801 (643.1)	727 (569.0)
Luis Severino	48	623 (575.1)	730 (682.0)	691 (642.8)	774 (726.0)
Corey Kluber	168	844 (675.9)	736 (568.0)	823 (654.7)	796 (628.0)

Individual Misses for Batters Faced (BF)

Davenport

Rank	Player	Proj	Actual	Error
1	Glenn Sparkman	1	606	605.0
2	Ervin Santana	646	64	581.9
3	Tyler Anderson	667	106	560.9
4	Michael Soroka	155	701	545.9
5	Carlos Rodón	685	158	527.1
6	John Means	122	637	515.0
7	Max Fried	189	702	513.0
8	Alex Wood	653	153	499.9
9	Carlos Carrasco	828	341	486.9
10	Dallas Keuchel	1	487	486.0

Marcel

Rank	Player	Proj	Actual	Error
1	Merrill Kelly	1	777	776.0
2	Yusei Kikuchi	1	721	720.0
3	Trent Thornton	1	677	676.0
4	Dakota Hudson	169	757	588.0
5	Chris Paddack	1	568	567.0
6	Sandy Alcantara	271	838	567.0
7	Sean Manaea	662	109	553.0
8	Tyler Anderson	653	106	547.0
9	Marco Estrada	633	106	527.0
10	John Means	116	637	521.0

Steamer

Rank	Player	Proj	Actual	Error
1	Merrill Kelly	1	777	776.0
2	John Means	41	637	596.4
3	Carlos Rodón	734	158	575.6
4	Matt Moore	606	33	573.0
5	Adrian Sampson	4	563	558.6
6	Tyler Anderson	631	106	524.9
7	Edinson Volquez	586	75	510.6
8	Brett Anderson	257	743	486.1
9	Tyler Beede	41	523	482.2
10	Logan Allen	606	127	478.9

ZiPS

Rank	Player	Proj	Actual	Error
1	Homer Bailey	1	696	695.0
2	Chase De Jong	683	9	674.0
3	Ryan Borucki	682	40	642.0
4	Michael King	639	9	630.0
5	Enyel De Los Santos	639	46	593.0
6	Yohander Méndez	611	21	590.0
7	Andrew Moore	605	20	585.0
8	Rico Garcia	602	30	572.0
9	Andrew Suárez	717	148	569.0
10	Cody Reed	591	25	566.0

wOBA

Everybody Missed for wOBA

Player	Actual	Davenport	Marcel	Steamer	ZiPS
Lucas Giolito	0.2754	0.1286 (39.8)	0.3279 (43.6)	0.3265 (53.7)	0.3095 (44.4)
Zack Greinke	0.2622	0.1099 (41.3)	0.2901 (30.2)	0.2844 (38.3)	0.2701 (29.7)
Luis Castillo	0.2749	0.1131 (32.5)	0.3023 (28.7)	0.2859 (28.2)	0.2791 (25.8)
Jack Flaherty	0.2541	0.1194 (53.0)	0.2939 (37.9)	0.2768 (36.9)	0.2748 (38.3)
Edwin Jackson	0.4489	0.1266 (40.0)	0.3231 (39.1)	0.3213 (34.5)	0.3079 (37.7)
Justin Verlander	0.2424	0.1023 (53.6)	0.2748 (35.4)	0.2587 (35.1)	0.2470 (28.4)
Hyun Jin Ryu	0.2613	0.1107 (38.1)	0.3055 (38.7)	0.2777 (30.0)	0.2881 (40.2)
Yusei Kikuchi	0.3677	0.1158 (35.0)	0.3197 (27.8)	0.3056 (26.7)	0.2878 (36.8)
Brandon Workman	0.2141	0.1234 (32.2)	0.3051 (28.7)	0.2987 (31.4)	0.2930 (30.8)
Gerrit Cole	0.2459	0.1020 (48.6)	0.2904 (44.0)	0.2665 (37.3)	0.2562 (32.0)
Sonny Gray	0.2630	0.1095 (35.3)	0.3147 (43.2)	0.2907 (37.4)	0.2813 (33.4)

Individual Misses for wOBA

Davenport

Rank	Player	Proj	Actual	Error
1	Jacob deGrom	0.0990	0.2488	43.0
2	Brendan McKay	0.3197	0.3313	41.4
3	Stephen Strasburg	0.1095	0.2658	39.6
4	Mike Leake	0.0915	0.3410	38.5
5	Adrian Sampson	0.1172	0.3822	34.7
6	Walker Buehler	0.1113	0.2692	33.5
7	Iván Nova	0.1064	0.3498	32.3
8	Glenn Sparkman	0.1087	0.3638	31.3
9	Antonio Senzatela	0.1161	0.3730	31.1

Marcel

Rank	Player	Proj	Actual	Error
1	Shane Bieber	0.3214	0.2798	43.8
2	Homer Bailey	0.3513	0.3062	37.9
3	Michael Soroka	0.3151	0.2710	37.5
4	Chris Paddack	0.3197	0.2664	35.6
5	Dan Straily	0.3168	0.4639	32.5
6	Adrian Sampson	0.3209	0.3822	29.2
7	Charlie Morton	0.2961	0.2701	28.0
8	Kyle Freeland	0.3050	0.3733	27.9
9	Mike Montgomery	0.3019	0.3794	27.4

Steamer

Rank	Player	Proj	Actual	Error
1	John Means	0.3241	0.2949	34.5
2	Jake Odorizzi	0.3109	0.2870	32.2
3	Michael Soroka	0.2917	0.2710	32.1
4	Lance Lynn	0.3041	0.2938	31.0
5	Ryan Yarbrough	0.3009	0.2740	29.2
6	Stephen Strasburg	0.2746	0.2658	28.5
7	Dan Straily	0.3208	0.4639	27.8
8	Andrew Cashner	0.3329	0.3162	26.5
9	José Suarez	0.2984	0.3932	26.1

ZiPS

Rank	Player	Proj	Actual	Error
1	Lance Lynn	0.3068	0.2938	36.7
2	John Means	0.3220	0.2949	35.6
3	Homer Bailey	0.3197	0.3062	29.5
4	Antonio Senzatela	0.2946	0.3730	28.8
5	Dan Straily	0.3146	0.4639	28.4
6	Ryan Yarbrough	0.2943	0.2740	27.7
7	José Suarez	0.2913	0.3932	27.4
8	Chris Paddack	0.2839	0.2664	26.3
9	Mike Montgomery	0.2860	0.3794	25.9

Strikeout Rate

Everybody Missed for Strikeout Rate

Player	Actual	Davenport	Marcel	Steamer	ZiPS
Shane Bieber	0.3015	0.2212 (59.4)	0.2312 (55.0)	0.2151 (62.1)	0.1965 (71.6)
Gerrit Cole	0.3990	0.2867 (82.6)	0.2721 (98.6)	0.2886 (78.7)	0.2759 (82.9)
Nick Anderson	0.4167	0.2682 (36.3)	0.2300 (47.6)	0.2808 (32.1)	0.2740 (31.9)
Lucas Giolito	0.3234	0.1974 (81.0)	0.1798 (96.8)	0.1775 (92.9)	0.1635 (97.5)
Yusei Kikuchi	0.1609	0.2687 (85.8)	0.2300 (54.3)	0.2222 (54.4)	0.2093 (50.5)
Lance Lynn	0.2811	0.2244 (39.9)	0.2162 (51.3)	0.2081 (51.6)	0.1900 (60.7)
Matthew Boyd	0.3020	0.2262 (50.9)	0.2109 (66.9)	0.2019 (67.8)	0.1957 (66.7)
Sonny Gray	0.2895	0.2095 (48.8)	0.2132 (49.6)	0.2227 (37.4)	0.2187 (34.8)

Individual Misses for Strikeout Rate

Davenport

Rank	Player	Proj	Actual	Error
1	Marco Gonzales	0.2188	0.1697	52.1
2	Masahiro Tanaka	0.2481	0.1963	47.8
3	Luis Castillo	0.2180	0.2894	47.0
4	Josh Hader	0.3061	0.4775	46.3
5	Rick Porcello	0.2352	0.1862	46.2
6	Adrian Houser	0.1500	0.2532	42.5
7	Mike Fiers	0.2107	0.1671	41.3
8	Brett Anderson	0.1654	0.1211	41.2
9	Jordan Lyles	0.1691	0.2437	38.0
10	Drew Pomeranz	0.2076	0.3011	37.5

Marcel

Rank	Player	Proj	Actual	Error
1	Justin Verlander	0.2892	0.3542	49.8
2	Brett Anderson	0.1759	0.1211	45.4
3	Liam Hendriks	0.2374	0.3735	43.1
4	Mike Clevinger	0.2475	0.3387	42.4
5	Peter Lambert	0.2300	0.1357	42.2
6	Glenn Sparkman	0.1947	0.1337	40.8
7	Josh Hader	0.3310	0.4775	40.5
8	Marco Gonzales	0.2097	0.1697	40.0
9	Antonio Senzatela	0.1921	0.1306	39.4
10	Luke Jackson	0.2072	0.3365	38.8

Steamer

Rank	Player	Proj	Actual	Error
1	Drew Pomeranz	0.1951	0.3011	41.8
2	Antonio Senzatela	0.1866	0.1306	40.8
3	Brandon Workman	0.2101	0.3636	39.9
4	Homer Bailey	0.1453	0.2141	38.1
5	Mike Clevinger	0.2494	0.3387	37.5
6	Masahiro Tanaka	0.2316	0.1963	37.5
7	Jake Odorizzi	0.2035	0.2705	34.8
8	Liam Hendriks	0.2550	0.3735	34.7
9	Brandon Woodruff	0.2097	0.2901	32.7
10	Aníbal Sánchez	0.2197	0.1882	32.5

ZiPS

Rank	Player	Proj	Actual	Error
1	Antonio Senzatela	0.1854	0.1306	44.6
2	Mike Clevinger	0.2295	0.3387	43.7
3	Justin Verlander	0.2825	0.3542	42.3
4	Masahiro Tanaka	0.2278	0.1963	40.4
5	Brandon Workman	0.2022	0.3636	40.0
6	Iván Nova	0.1684	0.1414	39.2
7	Aníbal Sánchez	0.2212	0.1882	38.9
8	Yoan López	0.2867	0.1707	33.9
9	Mike Fiers	0.1900	0.1671	33.6
10	Drew Pomeranz	0.2062	0.3011	33.3

Walk Rate

Everybody Missed for Walk Rate

Player	Actual	Davenport	Marcel	Steamer	ZiPS
Matt Strahm	0.0452	0.0841 (20.8)	0.0943 (25.1)	0.0921 (23.6)	0.0853 (20.9)
Max Fried	0.0670	0.1164 (37.4)	0.0980 (23.5)	0.1089 (30.4)	0.1238 (41.9)
Walker Buehler	0.0502	0.0865 (29.5)	0.0783 (22.4)	0.0787 (22.0)	0.0773 (22.1)
Hyun Jin Ryu	0.0332	0.0810 (37.3)	0.0728 (30.4)	0.0632 (22.7)	0.0559 (18.4)
Daniel Norris	0.0623	0.0901 (19.3)	0.0888 (17.6)	0.0920 (19.0)	0.0945 (21.4)
Brandon Workman	0.1573	0.0829 (20.2)	0.0825 (20.7)	0.0891 (19.1)	0.0824 (20.6)
Lance Lynn	0.0674	0.0878 (21.2)	0.1006 (31.1)	0.0997 (29.5)	0.0980 (29.3)

Individual Misses for Walk Rate

Davenport

Rank	Player	Proj	Actual	Error
1	Zack Greinke	0.0763	0.0370	34.8
2	Madison Bumgarner	0.0841	0.0509	31.2
3	Zack Wheeler	0.0867	0.0604	24.9
4	Kyle Hendricks	0.0736	0.0438	24.5
5	Max Scherzer	0.0778	0.0476	23.5
6	Jose Quintana	0.0889	0.0617	23.1
7	Germán Márquez	0.0744	0.0485	21.4
8	Dakota Hudson	0.0823	0.1136	20.8
9	Jon Lester	0.0912	0.0681	20.5
10	Jace Fry	0.0899	0.1713	19.5

Marcel

Rank	Player	Proj	Actual	Error
1	Ryan Yarbrough	0.0805	0.0355	26.7
2	Tyler Mahle	0.0974	0.0612	21.5
3	Zack Greinke	0.0599	0.0370	20.4
4	Jace Fry	0.0889	0.1713	20.1
5	Zack Wheeler	0.0820	0.0604	19.8
6	José Berríos	0.0814	0.0606	19.6
7	Mike Leake	0.0529	0.0323	19.1
8	Germán Márquez	0.0725	0.0485	19.0
9	Chris Paddack	0.0852	0.0546	18.7
10	Trevor Rosenthal	0.0930	0.3059	17.9

Steamer

Rank	Player	Proj	Actual	Error
1	Ryan Yarbrough	0.0816	0.0355	26.8
2	Trent Thornton	0.0556	0.0901	22.4
3	Luis Castillo	0.0712	0.1012	22.3
4	Zack Greinke	0.0630	0.0370	22.2
5	Lucas Giolito	0.1104	0.0809	21.8
6	Mike Leake	0.0533	0.0323	18.7
7	Aaron Nola	0.0706	0.0939	18.6
8	Germán Márquez	0.0716	0.0485	17.6
9	Tyler Beede	0.1198	0.0880	17.4
10	Wes Parsons	0.0743	0.1847	17.1

ZiPS

Rank	Player	Proj	Actual	Error
1	Aaron Nola	0.0600	0.0939	26.5
2	Trent Thornton	0.0514	0.0901	24.3
3	Luis Castillo	0.0700	0.1012	22.1
4	Tyler Beede	0.1274	0.0880	22.1
5	Brad Keller	0.0669	0.0987	20.6
6	Ryan Yarbrough	0.0691	0.0355	20.5
7	Lucas Giolito	0.1058	0.0809	19.6
8	Jairo Díaz	0.1534	0.0776	19.3
9	Nathan Eovaldi	0.0544	0.1159	17.7
10	Tyler Mahle	0.0885	0.0612	16.8

Hit By Pitch Rate

Everybody Missed for Hit By Pitch Rate

Player	Actual	Davenport	Marcel	Steamer	ZiPS
Clay Holmes	0.0375	0.0000 (6.5)	0.0132 (5.6)	0.0123 (5.8)	0.0110 (6.2)
Alec Mills	0.0461	0.0000 (5.4)	0.0110 (5.2)	0.0094 (5.4)	0.0110 (5.3)
Merrill Kelly	0.0026	0.0000 (6.2)	0.0106 (6.9)	0.0106 (7.2)	0.0120 (7.6)
Dario Agrazal	0.0312	0.0000 (6.6)	0.0106 (6.3)	0.0118 (5.8)	0.0100 (6.7)
José Suarez	0.0267	0.0000 (6.0)	0.0106 (5.7)	0.0099 (5.8)	0.0117 (5.4)
Trevor Bauer	0.0209	0.0000 (9.4)	0.0102 (9.0)	0.0096 (9.2)	0.0096 (9.9)
Spencer Turnbull	0.0244	0.0000 (9.1)	0.0078 (10.3)	0.0113 (7.8)	0.0131 (7.1)
Zack Wheeler	0.0024	0.0000 (6.7)	0.0104 (7.3)	0.0099 (7.2)	0.0114 (7.8)
Jake Diekman	0.0390	0.0000 (8.0)	0.0132 (7.0)	0.0113 (7.5)	0.0136 (7.0)

Individual Misses for Hit By Pitch Rate

Davenport

Rank	Player	Proj	Actual	Error
1	Marcus Stroman	0.0000	0.0013	7.2
2	Chris Bassitt	0.0000	0.0212	6.5
3	Chris Sale	0.0000	0.0212	6.5
4	Pablo López	0.0000	0.0235	6.0
5	Julio Teheran	0.0000	0.0186	6.0
6	Masahiro Tanaka	0.0000	0.0026	6.0
7	Jose Quintana	0.0000	0.0027	5.9
8	Patrick Corbin	0.0000	0.0036	5.8
9	Gerrit Cole	0.0000	0.0037	5.6
10	Andrew Miller	0.0000	0.0339	5.5

Marcel

Rank	Player	Proj	Actual	Error
1	Lucas Giolito	0.0163	0.0057	8.1
2	Dallas Keuchel	0.0041	0.0185	6.6
3	Max Fried	0.0157	0.0071	6.6
4	Elieser Hernández	0.0070	0.0255	6.2
5	Jordan Lyles	0.0112	0.0017	6.2
6	Jorge López	0.0069	0.0182	5.7
7	Masahiro Tanaka	0.0093	0.0026	5.7
8	Zach Davies	0.0103	0.0030	5.5
9	José Berríos	0.0163	0.0107	5.4
10	Aaron Brooks	0.0089	0.0207	5.3

Steamer

Rank	Player	Proj	Actual	Error
1	Jordan Lyles	0.0105	0.0017	6.0
2	Aaron Brooks	0.0073	0.0207	5.9
3	Marcus Stroman	0.0076	0.0013	5.8
4	Dallas Keuchel	0.0057	0.0185	5.7
5	Julio Teheran	0.0103	0.0186	5.4
6	Gerrit Cole	0.0090	0.0037	5.3
7	Pablo López	0.0110	0.0235	5.3
8	Zach Davies	0.0097	0.0030	5.3
9	Lucas Giolito	0.0120	0.0057	5.3
10	Masahiro Tanaka	0.0083	0.0026	5.2

ZiPS

Rank	Player	Proj	Actual	Error
1	Lucas Giolito	0.0165	0.0057	7.9
2	Dallas Keuchel	0.0026	0.0185	7.5
3	Aaron Sanchez	0.0070	0.0182	6.5
4	Jordan Lyles	0.0120	0.0017	6.5
5	Elieser Hernández	0.0085	0.0255	5.9
6	Zach Davies	0.0109	0.0030	5.6
7	Julio Teheran	0.0110	0.0186	5.3
8	Vince Velasquez	0.0069	0.0174	5.2
9	José Berríos	0.0164	0.0107	5.2
10	Tyler Clippard	0.0078	0.0290	5.0

Home Run Rate

Everybody Missed for Home Run Rate

Player	Actual	Davenport	Marcel	Steamer	ZiPS
Jake Odorizzi	0.0378	0.0482 (13.5)	0.0507 (13.9)	0.0589 (19.8)	0.0465 (13.5)
Caleb Smith	0.0801	0.0446 (16.3)	0.0494 (14.4)	0.0477 (15.2)	0.0460 (14.4)
Corbin Burnes	0.1172	0.0401 (15.7)	0.0462 (14.8)	0.0457 (14.7)	0.0423 (14.8)
Zack Greinke	0.0357	0.0425 (13.8)	0.0469 (15.8)	0.0429 (13.1)	0.0481 (19.6)
Jeff Hoffman	0.1005	0.0465 (13.8)	0.0430 (15.5)	0.0504 (13.0)	0.0427 (14.5)
Hyun Jin Ryu	0.0320	0.0411 (14.0)	0.0498 (18.9)	0.0422 (13.9)	0.0517 (22.8)

Individual Misses for Home Run Rate

Davenport

Rank	Player	Proj	Actual	Error
1	Charlie Morton	0.0439	0.0312	18.1
2	Matthew Boyd	0.0487	0.0793	16.1
3	Josh Hader	0.0550	0.1181	15.3
4	Brandon Workman	0.0503	0.0074	15.2
5	Edwin Díaz	0.0473	0.1163	14.9
6	Dan Straily	0.0500	0.1229	14.8
7	David Hess	0.0552	0.1057	14.7
8	Jhoulys Chacín	0.0372	0.0786	14.7
9	CC Sabathia	0.0444	0.0846	14.1
10	Marco Gonzales	0.0411	0.0350	14.1

Marcel

Rank	Player	Proj	Actual	Error
1	Drew Smyly	0.0511	0.0950	18.2
2	Matthew Boyd	0.0485	0.0793	17.7
3	Josh Hader	0.0488	0.1181	17.6
4	Jhoulys Chacín	0.0358	0.0786	16.2
5	CC Sabathia	0.0433	0.0846	15.5
6	Trevor Bauer	0.0360	0.0610	15.3
7	Edwin Díaz	0.0479	0.1163	15.3
8	David Hess	0.0557	0.1057	15.2
9	Charlie Morton	0.0415	0.0312	14.7
10	Brandon Workman	0.0493	0.0074	14.4

Steamer

Rank	Player	Proj	Actual	Error
1	Edwin Díaz	0.0372	0.1163	17.8
2	Josh Hader	0.0516	0.1181	16.7
3	Marco Gonzales	0.0440	0.0350	15.6
4	Chris Archer	0.0392	0.0772	15.3
5	Yu Darvish	0.0463	0.0759	15.1
6	Michael Soroka	0.0394	0.0274	14.7
7	Drew Smyly	0.0590	0.0950	13.9
8	Brandon Workman	0.0462	0.0074	13.6
9	Eduardo Rodriguez	0.0494	0.0426	13.6
10	José Quijada	0.0404	0.1429	13.5

ZiPS

Rank	Player	Proj	Actual	Error
1	Jason Vargas	0.0647	0.0461	19.7
2	Matthew Boyd	0.0459	0.0793	17.0
3	Trevor Bauer	0.0318	0.0610	15.9
4	Homer Bailey	0.0539	0.0429	15.9
5	Julio Teheran	0.0537	0.0444	15.8
6	José Quijada	0.0242	0.1429	15.4
7	Chris Sale	0.0344	0.0698	14.4
8	CC Sabathia	0.0427	0.0846	14.1
9	Jaime Barria	0.0415	0.0920	14.1
10	Chris Archer	0.0392	0.0772	13.8

BABIP

Everybody Missed for BABIP

Player	Actual	Davenport	Marcel	Steamer	ZiPS
Kenta Maeda	0.2434	0.2799 (28.2)	0.2979 (34.9)	0.2876 (28.1)	0.2879 (31.3)
Corbin Burnes	0.4141	0.2953 (25.9)	0.2742 (32.5)	0.2994 (26.8)	0.2857 (28.8)
Jon Lester	0.3469	0.2949 (33.1)	0.2919 (40.9)	0.2960 (38.4)	0.2819 (45.3)
Yonny Chirinos	0.2459	0.2876 (26.7)	0.2975 (28.1)	0.2948 (26.3)	0.2885 (25.6)
Jeff Samardzija	0.2398	0.2858 (40.4)	0.2931 (40.5)	0.2919 (39.0)	0.2875 (39.5)
Jack Flaherty	0.2423	0.2711 (28.9)	0.2756 (26.8)	0.2896 (37.1)	0.2825 (35.4)
Yimi García	0.1712	0.2829 (29.7)	0.3010 (32.4)	0.2825 (27.7)	0.2917 (31.1)
Justin Verlander	0.2181	0.2715 (52.5)	0.2752 (49.5)	0.2832 (55.7)	0.2643 (43.9)
Chris Paddack	0.2366	0.2848 (32.3)	0.2962 (34.6)	0.2917 (31.7)	0.2928 (35.1)
Mitch Keller	0.4748	0.2885 (40.3)	0.2962 (40.2)	0.3030 (38.8)	0.2900 (40.7)

Individual Misses for BABIP

Davenport

Rank	Player	Proj	Actual	Error
1	Sonny Gray	0.2918	0.2555	31.9
2	Max Fried	0.2821	0.3355	31.5
3	John Means	0.2941	0.2556	30.1
4	Zach Plesac	0.3057	0.2554	28.0
5	Tyler Webb	0.2991	0.1844	27.3
6	Zack Wheeler	0.2704	0.3113	26.7
7	Edwin Díaz	0.2671	0.3772	25.8
8	Aníbal Sánchez	0.2922	0.2652	25.4
9	Brandon Workman	0.2877	0.2090	25.0
10	Luke Jackson	0.3003	0.3860	24.2

Marcel

Rank	Player	Proj	Actual	Error
1	Max Scherzer	0.2646	0.3214	38.4
2	Sonny Gray	0.3000	0.2555	32.5
3	Reynaldo López	0.2753	0.3158	31.6
4	John Means	0.3026	0.2556	30.9
5	Blake Snell	0.2747	0.3431	29.5
6	Brett Anderson	0.3148	0.2776	28.7
7	Edwin Jackson	0.2769	0.3628	28.4
8	Tommy Milone	0.3122	0.2516	28.1
9	Shane Bieber	0.3274	0.2964	27.9
10	Mike Fiers	0.2873	0.2537	26.4

Steamer

Rank	Player	Proj	Actual	Error
1	Sonny Gray	0.3054	0.2555	35.8
2	Mike Fiers	0.2920	0.2537	29.4
3	Luke Jackson	0.2975	0.3860	27.6
4	Luis Castillo	0.2959	0.2617	27.2
5	Junior Guerra	0.2942	0.2176	26.6
6	Max Scherzer	0.2825	0.3214	26.5
7	Dakota Hudson	0.3069	0.2738	25.6
8	Reynaldo López	0.2839	0.3158	25.2
9	Brandon Workman	0.2947	0.2090	24.7
10	Tyler Webb	0.2917	0.1844	23.9

ZiPS

Rank	Player	Proj	Actual	Error
1	John Means	0.2988	0.2556	31.1
2	Max Scherzer	0.2735	0.3214	29.3
3	Aníbal Sánchez	0.2994	0.2652	28.4
4	Jose Quintana	0.2849	0.3257	26.2
5	Cole Hamels	0.2667	0.3147	26.2
6	Blake Snell	0.2784	0.3431	26.0
7	Luke Jackson	0.2978	0.3860	26.0
8	Caleb Smith	0.2851	0.2507	25.9
9	Mike Fiers	0.2824	0.2537	25.9
10	Brandon Workman	0.2928	0.2090	25.6

Single Rate

Everybody Missed for Single Rate

Player	Actual	Davenport	Marcel	Steamer	ZiPS
Caleb Smith	0.1689	0.0000 (31.0)	0.2080 (24.3)	0.2834 (24.3)	0.2851 (29.3)
Robert Stephenson	0.1149	0.0000 (26.7)	0.2143 (25.7)	0.2854 (24.5)	0.2939 (28.3)
Jon Lester	0.2694	0.0000 (40.2)	0.2266 (33.8)	0.2960 (38.4)	0.2819 (44.6)
Yimi García	0.1027	0.0000 (28.2)	0.2233 (29.4)	0.2825 (25.4)	0.2917 (29.1)
Jeff Samardzija	0.1760	0.0000 (30.2)	0.2138 (26.9)	0.2919 (28.8)	0.2875 (30.0)
Corbin Burnes	0.3281	0.0000 (26.2)	0.2016 (30.1)	0.2994 (24.8)	0.2857 (26.6)
Justin Verlander	0.1425	0.0000 (62.9)	0.2058 (52.3)	0.2832 (54.0)	0.2643 (43.0)
Luke Jackson	0.3333	0.0000 (36.7)	0.2329 (32.1)	0.2975 (35.5)	0.2978 (33.6)
Tommy Milone	0.1548	0.0000 (28.1)	0.2381 (37.1)	0.2880 (25.5)	0.2994 (33.3)
Eduardo Rodriguez	0.2574	0.0000 (34.9)	0.2210 (32.5)	0.2911 (37.1)	0.2929 (30.5)

Individual Misses for Single Rate

Davenport

Rank	Player	Proj	Actual	Error
1	Brendan McKay	0.2179	0.2132	47.8
2	José Cisnero	0.2179	0.2211	34.6
3	Max Fried	0.0000	0.2632	32.5
4	Hector Noesí	0.2179	0.1795	31.6
5	Kyle Gibson	0.0000	0.2565	28.1
6	Zack Wheeler	0.0000	0.2504	27.9
7	John Means	0.0000	0.1756	26.3
8	Iván Nova	0.0000	0.2492	26.1
9	Mitch Keller	0.0000	0.3309	25.9
10	Jake Arrieta	0.0000	0.2593	25.2

Marcel

Rank	Player	Proj	Actual	Error
1	Mike Minor	0.1829	0.2366	47.6
2	Jake Arrieta	0.2071	0.2593	31.8
3	Aníbal Sánchez	0.2278	0.1822	31.4
4	Blake Snell	0.2000	0.2678	30.5
5	Iván Nova	0.2143	0.2492	29.3
6	Trevor Bauer	0.2238	0.1912	28.3
7	Mitch Keller	0.2179	0.3309	26.0
8	Ian Kennedy	0.2064	0.3018	25.7
9	Joe Musgrove	0.2281	0.1911	25.5
10	Chris Paddack	0.2179	0.1746	23.7

Steamer

Rank	Player	Proj	Actual	Error
1	Merrill Kelly	0.2179	0.2128	55.8
2	Max Fried	0.3011	0.2632	27.4
3	Zack Wheeler	0.2953	0.2504	26.6
4	Joe Musgrove	0.3038	0.1911	25.8
5	Aníbal Sánchez	0.2945	0.1822	25.2
6	Blake Snell	0.2888	0.2678	24.7
7	Drew Pomeranz	0.2929	0.2691	24.2
8	Ian Kennedy	0.2882	0.3018	24.1
9	Sonny Gray	0.3054	0.1946	23.9
10	Mitch Keller	0.3030	0.3309	23.8

ZiPS

Rank	Player	Proj	Actual	Error
1	Homer Bailey	0.2179	0.2431	66.9
2	John Means	0.2988	0.1756	33.3
3	Aníbal Sánchez	0.2994	0.1822	32.9
4	Jake Arrieta	0.2754	0.2593	32.6
5	Cole Hamels	0.2667	0.2437	29.6
6	Zack Wheeler	0.2860	0.2504	29.3
7	Trevor Bauer	0.2939	0.1912	28.8
8	Max Fried	0.2943	0.2632	28.0
9	Chris Paddack	0.2928	0.1746	26.8
10	Blake Snell	0.2784	0.2678	26.6

Double Rate

Everybody Missed for Double Rate

Player	Actual	Davenport	Marcel	Steamer	ZiPS
Justin Anderson	0.1356	0.0000 (14.0)	0.0504 (17.8)	0.0000 (14.0)	0.0000 (14.2)
Adrian Sampson	0.0979	0.0000 (15.0)	0.0591 (20.0)	0.0000 (15.1)	0.0000 (15.6)
Michael Soroka	0.0423	0.0000 (20.4)	0.0822 (30.3)	0.0000 (20.2)	0.0000 (19.6)
Homer Bailey	0.0512	0.0000 (14.0)	0.0792 (21.8)	0.0000 (13.9)	0.0717 (63.1)
Max Scherzer	0.1097	0.0000 (26.6)	0.0726 (23.4)	0.0000 (26.8)	0.0000 (27.4)
Jeff Samardzija	0.0464	0.0000 (18.4)	0.0655 (16.6)	0.0000 (18.2)	0.0000 (17.6)
Joe Musgrove	0.0976	0.0000 (18.9)	0.0643 (21.5)	0.0000 (19.0)	0.0000 (19.7)
Chris Sale	0.0938	0.0000 (13.7)	0.0674 (14.1)	0.0000 (13.9)	0.0000 (14.4)
Wilmer Font	0.1226	0.0000 (18.3)	0.0633 (20.0)	0.0000 (18.4)	0.0000 (18.7)
Mike Minor	0.0502	0.0000 (18.2)	0.0796 (28.3)	0.0000 (18.0)	0.0000 (17.3)
Mike Fiers	0.0354	0.0000 (27.0)	0.0668 (26.1)	0.0000 (26.9)	0.0000 (26.2)
Stephen Strasburg	0.0500	0.0000 (17.9)	0.0722 (21.5)	0.0000 (17.7)	0.0000 (17.0)
Wade Miley	0.0509	0.0000 (14.7)	0.0680 (14.7)	0.0000 (14.5)	0.0000 (13.9)

Individual Misses for Double Rate

Davenport

Rank	Player	Proj	Actual	Error
1	Brad Keller	0.0000	0.0385	23.2
2	Sonny Gray	0.0000	0.0511	14.3
3	Jack Flaherty	0.0000	0.0529	14.2
4	Dallas Keuchel	0.0000	0.0422	14.2
5	Darwinzon Hernández	0.0000	0.1667	14.0
6	Clayton Kershaw	0.0000	0.0516	13.9
7	Nick Kingham	0.0000	0.1243	13.7

Marcel

Rank	Player	Proj	Actual	Error
1	Shane Bieber	0.0973	0.0707	25.7
2	Brett Anderson	0.0833	0.0569	22.1
3	Sonny Gray	0.0769	0.0511	20.6
4	David Price	0.0636	0.1000	15.2
5	Robbie Ray	0.0604	0.0840	15.1
6	Kenta Maeda	0.0760	0.0556	14.8
7	Adrian Houser	0.0761	0.0484	14.3

Steamer

Rank	Player	Proj	Actual	Error
1	Merrill Kelly	0.0717	0.0716	55.3
2	Nick Ramirez	0.0717	0.0705	25.1
3	Brad Keller	0.0000	0.0385	23.1
4	Sonny Gray	0.0000	0.0511	14.2
5	Dallas Keuchel	0.0000	0.0422	14.1
6	Jack Flaherty	0.0000	0.0529	14.1
7	Darwinzon Hernández	0.0000	0.1667	14.1

ZiPS

Rank	Player	Proj	Actual	Error
1	Zach Plesac	0.0717	0.0769	30.8
2	Brad Keller	0.0000	0.0385	22.4
3	Darwinzon Hernández	0.0000	0.1667	14.2
4	Nick Kingham	0.0000	0.1243	14.0
5	Dylan Bundy	0.0000	0.0899	13.8
6	David Price	0.0000	0.1000	13.7
7	Dallas Keuchel	0.0000	0.0422	13.6

Triple Rate

Everybody Missed for Triple Rate

Player	Actual	Davenport	Marcel	Steamer	ZiPS
Nick Pivetta	0.0186	0.0000 (5.1)	0.0071 (5.0)	0.0000 (5.1)	0.0000 (5.1)
Jimmy Nelson	0.0536	0.0000 (4.9)	0.0047 (5.2)	0.0000 (4.9)	0.0000 (4.9)
Dakota Hudson	0.0000	0.0000 (5.0)	0.0090 (6.5)	0.0000 (5.0)	0.0000 (4.9)
Kyle Freeland	0.0213	0.0000 (7.0)	0.0077 (6.7)	0.0000 (7.0)	0.0000 (7.0)
Justin Verlander	0.0151	0.0000 (7.2)	0.0067 (7.5)	0.0000 (7.3)	0.0000 (7.3)
Mike Minor	0.0000	0.0000 (5.7)	0.0088 (7.3)	0.0000 (5.7)	0.0000 (5.6)
Brad Keller	0.0203	0.0000 (9.7)	0.0059 (10.5)	0.0000 (9.7)	0.0000 (9.8)
Iván Nova	0.0000	0.0000 (5.3)	0.0084 (6.4)	0.0000 (5.3)	0.0000 (5.2)
Gio González	0.0248	0.0000 (6.7)	0.0022 (8.4)	0.0000 (6.7)	0.0000 (6.7)
Trevor Bauer	0.0134	0.0000 (6.2)	0.0070 (6.2)	0.0000 (6.2)	0.0000 (6.3)
Chase Anderson	0.0155	0.0000 (5.3)	0.0048 (6.6)	0.0000 (5.3)	0.0000 (5.3)

Individual Misses for Triple Rate

Davenport

Rank	Player	Proj	Actual	Error
1	Jeff Samardzija	0.0000	0.0174	8.0
2	Jordan Zimmermann	0.0000	0.0188	6.2
3	Scott Barlow	0.0000	0.0233	5.2
4	Adrian Sampson	0.0000	0.0155	5.0
5	Charlie Morton	0.0000	0.0129	5.0
6	Martín Pérez	0.0000	0.0000	4.8
7	Hyun Jin Ryu	0.0000	0.0000	4.8
8	Zach Eflin	0.0000	0.0000	4.6
9	Max Fried	0.0000	0.0000	4.6

Marcel

Rank	Player	Proj	Actual	Error
1	Domingo Germán	0.0125	0.0000	7.2
2	Walker Buehler	0.0031	0.0109	6.1
3	Aaron Brooks	0.0000	0.0119	6.0
4	Sonny Gray	0.0026	0.0097	5.4
5	Robbie Ray	0.0060	0.0127	5.3
6	David Phelps	0.0000	0.0341	5.1
7	Yu Darvish	0.0040	0.0100	4.7
8	Max Scherzer	0.0070	0.0000	4.6
9	Mychal Givens	0.0054	0.0226	4.6

Steamer

Rank	Player	Proj	Actual	Error
1	Jeff Samardzija	0.0000	0.0174	8.0
2	Jordan Zimmermann	0.0000	0.0188	6.2
3	Scott Barlow	0.0000	0.0233	5.2
4	Adrian Sampson	0.0000	0.0155	5.0
5	Charlie Morton	0.0000	0.0129	5.0
6	Martín Pérez	0.0000	0.0000	4.8
7	Hyun Jin Ryu	0.0000	0.0000	4.7
8	Zach Eflin	0.0000	0.0000	4.6
9	Robbie Ray	0.0000	0.0127	4.6

ZiPS

Rank	Player	Proj	Actual	Error
1	Jeff Samardzija	0.0000	0.0174	8.1
2	Jordan Zimmermann	0.0000	0.0188	6.2
3	Scott Barlow	0.0000	0.0233	5.2
4	Adrian Sampson	0.0000	0.0155	5.1
5	Charlie Morton	0.0000	0.0129	5.1
6	Martín Pérez	0.0000	0.0000	4.8
7	Hyun Jin Ryu	0.0000	0.0000	4.7
8	Robbie Ray	0.0000	0.0127	4.7
9	Homer Bailey	0.0066	0.0064	4.6

Run Rate

Everybody Missed for Run Rate

Player	Actual	Davenport	Marcel	Steamer	ZiPS
Edwin Jackson	0.2411	0.0000 (76.8)	0.1228 (36.8)	0.1388 (31.7)	0.1248 (35.3)
Michael Soroka	0.0799	0.1354 (47.7)	0.1196 (33.9)	0.1163 (31.2)	0.0991 (21.4)
Hyun Jin Ryu	0.0733	0.1186 (41.8)	0.1028 (27.6)	0.1068 (30.0)	0.1090 (34.0)
Sonny Gray	0.0833	0.1320 (43.4)	0.1235 (34.6)	0.1119 (25.9)	0.1141 (29.8)

Individual Misses for Run Rate

Davenport

Rank	Player	Proj	Actual	Error
1	Glenn Sparkman	0.0000	0.1584	88.4
2	Mike Minor	0.1558	0.0997	59.3
3	Shaun Anderson	0.0000	0.1429	55.6
4	Tommy Milone	0.0000	0.1347	55.3
5	Ross Detwiler	0.0000	0.1714	50.0
6	Dan Straily	0.0000	0.2246	50.0
7	Zach Plesac	0.0000	0.1095	46.0
8	Dillon Peters	0.0000	0.1529	45.9
9	Dallas Keuchel	0.0000	0.1027	43.9
10	Nick Margevicius	0.0000	0.1749	42.7

Marcel

Rank	Player	Proj	Actual	Error
1	Lucas Giolito	0.1397	0.0979	35.6
2	Kyle Freeland	0.0964	0.1797	35.3
3	Jack Flaherty	0.1073	0.0803	27.5
4	Homer Bailey	0.1486	0.1207	25.5
5	Dereck Rodríguez	0.1020	0.1686	25.4
6	Gerrit Cole	0.1032	0.0808	25.4
7	Corbin Burnes	0.1058	0.2213	25.1
8	Shane Bieber	0.1206	0.1001	25.0
9	Brett Anderson	0.1314	0.1077	24.1
10	Dan Straily	0.1149	0.2246	23.8

Steamer

Rank	Player	Proj	Actual	Error
1	Lucas Giolito	0.1407	0.0979	35.9
2	Jake Odorizzi	0.1338	0.0988	28.3
3	John Means	0.1423	0.1068	27.7
4	Mike Minor	0.1233	0.0997	27.3
5	Jack Flaherty	0.1052	0.0803	25.4
6	Zack Greinke	0.1134	0.0901	25.3
7	Lance Lynn	0.1219	0.1017	24.6
8	Gerrit Cole	0.1028	0.0808	24.5
9	Justin Verlander	0.0988	0.0779	24.4
10	Mike Fiers	0.1320	0.1088	23.5

ZiPS

Rank	Player	Proj	Actual	Error
1	Mike Minor	0.1243	0.0997	31.1
2	Lucas Giolito	0.1305	0.0979	31.0
3	John Means	0.1422	0.1068	29.8
4	Aníbal Sánchez	0.1346	0.1081	26.9
5	Chris Sale	0.0772	0.1307	25.8
6	Jack Flaherty	0.1011	0.0803	24.8
7	Jeff Samardzija	0.1270	0.1054	24.3
8	Corbin Burnes	0.1068	0.2213	24.2
9	Trevor Bauer	0.0918	0.1295	24.1
10	Lance Lynn	0.1176	0.1017	23.8

Earned Run Rate

Everybody Missed for Earned Run Rate

Player	Actual	Davenport	Marcel	Steamer	ZiPS
Lucas Giolito	0.0950	0.1086 (19.5)	0.1322 (31.8)	0.1318 (31.1)	0.1223 (25.9)
Jack Flaherty	0.0777	0.0918 (21.7)	0.1022 (25.0)	0.0969 (20.5)	0.0942 (20.1)
Edwin Jackson	0.2143	0.1089 (30.7)	0.1118 (31.8)	0.1305 (25.7)	0.1173 (29.4)
Hyun Jin Ryu	0.0650	0.0915 (29.4)	0.0899 (23.7)	0.0979 (29.1)	0.1011 (33.0)
Sonny Gray	0.0791	0.1027 (26.7)	0.1134 (29.8)	0.1022 (21.5)	0.1062 (26.0)

Individual Misses for Earned Run Rate

Davenport

Rank	Player	Proj	Actual	Error
1	Mike Minor	0.1215	0.0962	34.0
2	Dakota Hudson	0.1152	0.0859	32.9
3	Michael Soroka	0.1051	0.0742	31.6
4	Gerrit Cole	0.0886	0.0722	24.9
5	Jordan Zimmermann	0.1096	0.1706	23.6
6	Dan Straily	0.1089	0.2203	23.0
7	Zack Greinke	0.0973	0.0840	22.2
8	Dylan Covey	0.0952	0.1857	21.4
9	Justin Verlander	0.0861	0.0756	20.8
10	Lance Lynn	0.1065	0.0971	20.5

Marcel

Rank	Player	Proj	Actual	Error
1	Kyle Freeland	0.0911	0.1649	31.2
2	Gerrit Cole	0.0979	0.0722	27.3
3	Shane Bieber	0.1146	0.0908	27.2
4	Michael Soroka	0.1043	0.0742	26.6
5	Marcus Stroman	0.1105	0.0853	25.6
6	Dan Straily	0.1081	0.2203	24.6
7	Jeff Samardzija	0.1194	0.0959	23.2
8	Corbin Burnes	0.1005	0.2043	22.5
9	Brett Anderson	0.1247	0.1023	22.5
10	Antonio Senzatela	0.1148	0.1598	21.6

Steamer

Rank	Player	Proj	Actual	Error
1	John Means	0.1342	0.0973	28.1
2	Michael Soroka	0.1069	0.0742	28.1
3	Jake Odorizzi	0.1263	0.0942	26.0
4	Gerrit Cole	0.0950	0.0722	24.6
5	Dakota Hudson	0.1099	0.0859	23.8
6	Mike Minor	0.1155	0.0962	23.0
7	Marcus Stroman	0.1074	0.0853	22.8
8	Zack Greinke	0.1045	0.0840	22.6
9	Julio Teheran	0.1207	0.0981	22.5
10	Frankie Montas	0.1195	0.0711	22.0

ZiPS

Rank	Player	Proj	Actual	Error
1	John Means	0.1329	0.0973	28.8
2	Mike Minor	0.1156	0.0962	25.0
3	Aníbal Sánchez	0.1250	0.0997	24.8
4	Jeff Samardzija	0.1182	0.0959	23.5
5	Dakota Hudson	0.1068	0.0859	23.1
6	Corbin Burnes	0.1000	0.2043	22.2
7	Chris Sale	0.0718	0.1176	22.2
8	Antonio Senzatela	0.1126	0.1598	21.9
9	Marcus Stroman	0.1038	0.0853	21.8
10	José Suarez	0.1057	0.1707	20.8

Win Rate

Everybody Missed for Win Rate

Player	Actual	Davenport	Marcel	Steamer	ZiPS
Lucas Giolito	0.4828	0.3214 (126.4)	0.2143 (163.5)	0.2628 (163.6)	0.3000 (152.5)
Domingo Germán	0.6667	0.2308 (269.6)	0.0909 (320.3)	0.1731 (300.3)	0.2000 (297.1)
Max Fried	0.5152	0.0714 (324.1)	0.1111 (258.0)	0.1656 (253.8)	0.2414 (215.7)
Dakota Hudson	0.4848	0.3077 (147.7)	0.1304 (240.7)	0.1899 (232.4)	0.2500 (203.2)
Lance Lynn	0.4848	0.3548 (129.5)	0.2250 (195.4)	0.3327 (143.7)	0.3571 (141.1)
Eduardo Rodriguez	0.5588	0.4138 (140.0)	0.2432 (239.7)	0.3967 (149.6)	0.3448 (212.6)

Individual Misses for Win Rate

Davenport

Rank	Player	Proj	Actual	Error
1	Dallas Keuchel	0.0004	0.4211	213.6
2	Zach Plesac	0.0003	0.3810	189.3
3	John Means	0.1111	0.3871	187.3
4	Chris Sale	0.5313	0.2400	167.2
5	Yusei Kikuchi	0.4231	0.1875	156.9
6	Zack Greinke	0.3750	0.5455	152.6
7	Yu Darvish	0.4167	0.1935	150.0
8	Alex Young	0.0002	0.4118	149.9
9	Adrian Houser	0.5000	0.1714	143.5
10	Spencer Turnbull	0.3333	0.1000	141.3

Marcel

Rank	Player	Proj	Actual	Error
1	Gerrit Cole	0.2927	0.6061	226.2
2	Justin Verlander	0.3250	0.6176	217.0
3	Jordan Lyles	0.0769	0.4286	188.8
4	Luis Castillo	0.1951	0.4688	185.2
5	Walker Buehler	0.1795	0.4667	184.8
6	Mike Minor	0.1875	0.4375	184.3
7	Michael Soroka	0.1563	0.4483	179.1
8	John Means	0.0769	0.3871	174.3
9	Jake Odorizzi	0.2000	0.5000	173.4
10	Homer Bailey	0.1389	0.4194	169.8

Steamer

Rank	Player	Proj	Actual	Error
1	Adam Wainwright	0.2006	0.4516	195.9
2	Chris Sale	0.5215	0.2400	164.9
3	Merrill Kelly	0.2061	0.4063	164.8
4	Zack Greinke	0.3569	0.5455	162.5
5	Jordan Lyles	0.1706	0.4286	161.7
6	Gerrit Cole	0.4405	0.6061	145.1
7	Chris Bassitt	0.1334	0.3571	144.3
8	Justin Verlander	0.4634	0.6176	140.8
9	Yu Darvish	0.3945	0.1935	138.1
10	Frankie Montas	0.2314	0.5625	135.2

ZiPS

Rank	Player	Proj	Actual	Error
1	Jordan Lyles	0.1026	0.4286	215.4
2	Gerrit Cole	0.4194	0.6061	179.9
3	Homer Bailey	0.2061	0.4194	171.7
4	Brandon Woodruff	0.1875	0.5000	170.6
5	Jake Odorizzi	0.3000	0.5000	153.7
6	Chris Sale	0.5172	0.2400	149.1
7	Mike Clevinger	0.3750	0.6190	138.5
8	Marco Gonzales	0.3462	0.4706	136.8
9	Brett Anderson	0.2727	0.4194	133.9
10	Frankie Montas	0.2581	0.5625	133.2

Loss Rate

Everybody Missed for Loss Rate

Player	Actual	Davenport	Marcel	Steamer	ZiPS
Chris Sale	0.4400	0.2500 (135.7)	0.1714 (140.2)	0.2061 (156.8)	0.1724 (173.8)

Individual Misses for Loss Rate

Davenport

Rank	Player	Proj	Actual	Error
1	Glenn Sparkman	0.0005	0.3548	234.0
2	Michael Soroka	0.5000	0.1379	231.5
3	Dallas Keuchel	0.0004	0.4211	220.3
4	Tommy Milone	0.0006	0.4348	211.1
5	Edwin Jackson	0.0005	0.5556	197.2
6	Asher Wojciechowski	0.0006	0.4706	181.1
7	Zack Greinke	0.4063	0.1515	180.6
8	John Means	0.1111	0.3548	175.5
9	Dakota Hudson	0.4615	0.2121	164.7
10	Taylor Clarke	0.6667	0.2174	154.0

Marcel

Rank	Player	Proj	Actual	Error
1	Spencer Turnbull	0.1481	0.5667	248.7
2	Brad Keller	0.1429	0.5000	225.3
3	Miles Mikolas	0.1190	0.4375	213.2
4	Sandy Alcantara	0.1481	0.4375	209.4
5	Aaron Sanchez	0.1818	0.5185	179.9
6	Reynaldo López	0.2143	0.4545	162.5
7	Merrill Kelly	0.2004	0.4375	153.6
8	John Means	0.0769	0.3548	151.9
9	Trevor Bauer	0.1795	0.3824	148.9
10	Jakob Junis	0.2195	0.4516	148.6

Steamer

Rank	Player	Proj	Actual	Error
1	Spencer Turnbull	0.1952	0.5667	258.2
2	Merrill Kelly	0.2004	0.4375	201.5
3	Mike Fiers	0.3738	0.1212	173.7
4	Daniel Norris	0.1524	0.4063	168.4
5	Trent Thornton	0.0570	0.2813	166.9
6	Zack Greinke	0.3649	0.1515	154.9
7	Andrew Cashner	0.4477	0.1905	149.5
8	Glenn Sparkman	0.1384	0.3548	144.6
9	Asher Wojciechowski	0.1091	0.4706	138.5
10	Michael Soroka	0.3323	0.1379	120.7

ZiPS

Rank	Player	Proj	Actual	Error
1	Brad Keller	0.2093	0.5000	217.8
2	Spencer Turnbull	0.2800	0.5667	198.9
3	Aaron Sanchez	0.2500	0.5185	172.4
4	Sandy Alcantara	0.2500	0.4375	170.9
5	Antonio Senzatela	0.2000	0.4400	149.3
6	Reynaldo López	0.2903	0.4545	146.2
7	Trevor Bauer	0.2414	0.3824	143.4
8	Miles Mikolas	0.2759	0.4375	136.1
9	Jordan Zimmermann	0.3333	0.5652	125.2
10	Andrew Cashner	0.4000	0.1905	122.8

Save Rate

Everybody Missed for Save Rate

Player	Actual	Davenport	Marcel	Steamer	ZiPS
Emilio Pagán	0.3030	0.0000 (79.5)	0.0250 (78.7)	0.0000 (78.2)	0.0000 (78.5)
Roenis Elías	0.2917	0.0000 (61.9)	0.0370 (58.6)	0.0000 (60.8)	0.0000 (61.1)
Hansel Robles	0.3239	0.0000 (90.2)	0.0238 (89.7)	0.0000 (88.8)	0.0000 (89.2)
Carlos Martinez	0.5000	0.0000 (98.9)	0.0571 (91.9)	0.0000 (97.9)	0.0000 (98.2)
Luke Jackson	0.2571	0.0000 (79.3)	0.0303 (76.7)	0.0000 (77.8)	0.0000 (78.2)
Héctor Neris	0.4118	0.0357 (102.0)	0.1778 (68.9)	0.0000 (110.4)	0.0000 (110.8)
Taylor Rogers	0.5000	0.0678 (118.7)	0.0185 (138.5)	0.0289 (128.1)	0.0243 (129.8)
Brandon Workman	0.2192	0.0000 (61.2)	0.0294 (59.1)	0.0000 (59.8)	0.0000 (60.2)
Liam Hendriks	0.3333	0.0000 (108.9)	0.0294 (106.5)	0.0000 (107.3)	0.0000 (107.7)
Ian Kennedy	0.4762	0.0000 (125.3)	0.0294 (123.3)	0.0000 (123.9)	0.0000 (124.3)

Individual Misses for Save Rate

Davenport

Rank	Player	Proj	Actual	Error
1	Trevor May	0.4259	0.0308	106.5
2	Matt Barnes	0.3788	0.0571	93.2
3	Ryne Stanek	0.2857	0.0159	90.0
4	José Leclerc	0.4833	0.2000	86.3
5	Blake Treinen	0.5139	0.2807	63.4
6	Wade Davis	0.5873	0.3000	60.3
7	Edwin Díaz	0.6250	0.3939	60.0
8	Adam Conley	0.2174	0.0333	53.6
9	Craig Kimbrel	0.0018	0.5652	53.6
10	Kirby Yates	0.4648	0.6833	51.8

Marcel

Rank	Player	Proj	Actual	Error
1	Josh Hader	0.1163	0.6066	146.5
2	Kirby Yates	0.1020	0.6833	145.3
3	Will Smith	0.1351	0.5397	108.3
4	Archie Bradley	0.0426	0.2727	78.3
5	Brad Hand	0.2642	0.5667	77.3
6	Jeurys Familia	0.2708	0.0000	69.6
7	Fernando Rodney	0.3469	0.0364	61.7
8	Aroldis Chapman	0.3953	0.6167	55.9
9	Felipe Vázquez	0.2830	0.5000	55.2
10	Raisel Iglesias	0.3191	0.5000	55.1

Steamer

Rank	Player	Proj	Actual	Error
1	Ryan Brasier	0.5388	0.1129	105.1
2	Josh Hader	0.2800	0.6066	91.4
3	Blake Parker	0.4807	0.1667	82.7
4	Mychal Givens	0.4522	0.1897	70.9
5	Will Smith	0.2731	0.5397	65.9
6	Kirby Yates	0.4371	0.6833	57.3
7	Craig Kimbrel	0.0000	0.5652	53.3
8	José Alvarado	0.5429	0.2000	51.6
9	Hunter Strickland	0.5376	0.0714	50.0
10	Jake Diekman	0.1609	0.0000	48.3

ZiPS

Rank	Player	Proj	Actual	Error
1	Anthony Swarzak	0.7259	0.0678	156.1
2	Ryan Brasier	0.6036	0.1129	120.4
3	Alex Colomé	0.0260	0.4839	111.8
4	Josh Hader	0.2407	0.6066	103.2
5	Andrew Miller	0.4713	0.0822	93.9
6	Blake Parker	0.5029	0.1667	88.0
7	Mychal Givens	0.4360	0.1897	66.3
8	Will Smith	0.3122	0.5397	56.2
9	Craig Kimbrel	0.0000	0.5652	53.4
10	Joakim Soria	0.1745	0.0141	47.1

Hold Rate

Everybody Missed for Hold Rate

Player	Actual	Marcel	Steamer	ZiPS
Aaron Bummer	0.4655	0.1250 (98.5)	0.0365 (111.1)	0.0000 (106.5)
Ryan Pressly	0.5636	0.1887 (86.6)	0.2223 (70.9)	0.0000 (106.5)
Drew Pomeranz	0.2609	0.0645 (105.5)	0.0000 (116.4)	0.0000 (91.9)
Craig Stammen	0.4079	0.2200 (75.8)	0.2138 (64.1)	0.0000 (118.3)
Tommy Kahnle	0.3750	0.1563 (63.1)	0.1423 (56.4)	0.0000 (78.4)

Individual Misses for Hold Rate

Marcel

Rank	Player	Proj	Actual	Error
1	Dakota Hudson	0.2174	0.0000	137.6
2	Mike Minor	0.1458	0.0000	95.2
3	Zack Britton	0.1111	0.4394	89.1
4	Junior Guerra	0.0769	0.2778	81.3
5	John Means	0.1538	0.0000	75.3
6	John Gant	0.0541	0.2969	74.9
7	Sean Newcomb	0.0714	0.2909	74.7
8	Spencer Turnbull	0.1481	0.0000	73.9
9	Seth Lugo	0.1538	0.3443	71.0
10	Yusmeiro Petit	0.1765	0.3625	68.3

Steamer

Rank	Player	Proj	Actual	Error
1	Trent Thornton	0.2278	0.0000	157.7
2	Steven Brault	0.2573	0.0000	132.5
3	Chase Anderson	0.1852	0.0000	112.6
4	Sean Newcomb	0.0000	0.2909	83.7
5	Evan Marshall	0.0000	0.3455	71.1
6	Génesis Cabrera	0.8487	0.1538	69.3
7	Wilmer Font	0.2289	0.0417	68.5
8	Hansel Robles	0.2572	0.0282	66.3
9	Kenta Maeda	0.0000	0.1081	64.3
10	Wander Suero	0.0336	0.2436	60.6

ZiPS

Rank	Player	Proj	Actual	Error
1	Jake Diekman	0.0000	0.4079	98.4
2	Yusmeiro Petit	0.0000	0.3625	93.5
3	Ty Buttrey	0.0000	0.3611	93.4
4	Zack Britton	0.0000	0.4394	93.2
5	Adam Ottavino	0.0000	0.3836	91.9
6	Seth Lugo	0.0000	0.3443	89.6
7	Matt Barnes	0.0000	0.3714	89.0
8	Homer Bailey	0.0602	0.0000	83.0
9	Tony Watson	0.0000	0.4167	82.6
10	Pedro Báez	0.0000	0.3521	80.9

ERA

Everybody Missed for ERA

Player	Actual	Davenport	Marcel	Steamer	ZiPS
Sonny Gray	2.8745	4.0200 (1240.0)	4.4143 (1383.7)	3.9366 (1001.3)	4.1396 (1143.8)
Lucas Giolito	3.4132	4.2711 (1032.0)	5.1946 (1548.1)	5.3201 (1592.6)	5.0272 (1385.0)
Jack Flaherty	2.7504	3.4897 (1038.5)	3.8298 (1153.3)	3.6765 (986.8)	3.6213 (942.9)
Edwin Jackson	9.5764	4.3400 (1555.8)	4.3058 (1631.6)	5.2318 (1341.4)	4.7514 (1503.4)
Ty Blach	12.0000	4.2864 (988.0)	4.3712 (1002.8)	4.0925 (1050.2)	4.5466 (987.3)
Austen Williams	162.0000	3.7540 (1103.5)	4.4702 (1099.8)	4.0660 (1103.1)	4.7762 (1098.1)
Hyun Jin Ryu	2.3157	3.5076 (1299.8)	3.3720 (1063.4)	3.7172 (1267.9)	3.8864 (1389.0)
Dan Straily	9.8182	4.2800 (1164.0)	4.1117 (1248.9)	5.2911 (985.3)	5.0418 (1044.5)

Individual Misses for ERA

Davenport

Rank	Player	Proj	Actual	Error
1	Mike Minor	4.7273	3.5856	1508.2
2	Michael Soroka	4.1092	2.6794	1427.1
3	Dakota Hudson	4.5947	3.3492	1401.5
4	Zack Greinke	3.7409	2.9329	1145.3
5	Gerrit Cole	3.2910	2.5008	1140.7
6	Jordan Zimmermann	4.2710	6.9107	1025.0
7	Dylan Covey	3.7466	7.9773	1014.9
8	Lance Lynn	4.1890	3.6720	982.6
9	Justin Verlander	3.1081	2.5830	958.0
10	Yusei Kikuchi	3.6010	5.4557	900.3

Marcel

Rank	Player	Proj	Actual	Error
1	Kyle Freeland	3.4927	6.7284	1334.4
2	Shane Bieber	4.3829	3.2753	1307.5
3	Gerrit Cole	3.6399	2.5008	1269.3
4	Michael Soroka	4.0316	2.6794	1238.5
5	Antonio Senzatela	4.4026	6.7139	1103.9
6	Marcus Stroman	4.2241	3.2224	1096.1
7	Corbin Burnes	3.7916	8.8163	1083.4
8	Jeff Samardzija	4.5177	3.5239	1042.2
9	Brett Anderson	4.8184	3.8864	1000.5
10	Chris Paddack	4.5851	3.3270	950.1

Steamer

Rank	Player	Proj	Actual	Error
1	John Means	5.3054	3.6000	1310.6
2	Michael Soroka	4.1249	2.6794	1260.1
3	Jake Odorizzi	4.9809	3.5094	1199.9
4	Zack Greinke	3.9864	2.9329	1138.6
5	Gerrit Cole	3.5231	2.5008	1122.9
6	Mike Minor	4.4448	3.5856	1045.4
7	Dakota Hudson	4.3582	3.3492	1030.3
8	Julio Teheran	4.8203	3.8130	1025.1
9	Lance Lynn	4.4691	3.6720	1005.6
10	Marcus Stroman	4.1685	3.2224	1004.8

ZiPS

Rank	Player	Proj	Actual	Error
1	John Means	5.4000	3.6000	1369.9
2	Antonio Senzatela	4.4672	6.7139	1103.6
3	Mike Minor	4.4887	3.5856	1081.8
4	Corbin Burnes	3.9237	8.8163	1067.4
5	Jeff Samardzija	4.5914	3.5239	1049.3
6	Lance Lynn	4.5000	3.6720	1031.2
7	Aníbal Sánchez	4.9298	3.8494	1018.8
8	Dakota Hudson	4.3200	3.3492	1000.2
9	José Suarez	4.1777	7.1111	968.6
10	Adrian Houser	5.4205	3.7186	948.2

WHIP

Everybody Missed for WHIP

Player	Actual	Davenport	Marcel	Steamer	ZiPS
Gerrit Cole	0.8948	1.1294 (219.2)	1.1856 (273.4)	1.1465 (217.0)	1.1277 (190.9)
Ryan Yarbrough	0.9953	1.2835 (181.3)	1.2977 (195.0)	1.3609 (213.6)	1.3301 (188.9)
Lucas Giolito	1.0642	1.3715 (240.6)	1.3878 (259.1)	1.5407 (345.8)	1.4937 (303.4)
Zack Greinke	0.9824	1.2717 (261.7)	1.1432 (165.7)	1.2604 (236.4)	1.1479 (134.7)
Taylor Hearn	21.0000	1.4822 (155.9)	1.3497 (156.9)	1.4888 (156.0)	1.5839 (155.3)
Jack Flaherty	0.9677	1.2257 (225.3)	1.2057 (217.5)	1.2346 (216.8)	1.2130 (190.0)
Edwin Jackson	2.0246	1.4266 (189.6)	1.3508 (211.7)	1.4919 (174.3)	1.4749 (184.4)
Justin Verlander	0.8027	1.0132 (206.9)	1.0670 (261.0)	1.0685 (236.9)	1.0231 (187.4)
John Means	1.1355	1.3571 (162.7)	1.3284 (150.8)	1.4142 (186.4)	1.4581 (206.1)
Hyun Jin Ryu	1.0073	1.2590 (206.5)	1.2400 (199.9)	1.2209 (164.5)	1.2500 (176.1)
Lance Lynn	1.2192	1.3703 (161.9)	1.3813 (180.2)	1.4323 (198.6)	1.5000 (246.4)
Sonny Gray	1.0837	1.3475 (210.7)	1.3690 (233.1)	1.3468 (196.1)	1.3043 (156.8)

Individual Misses for WHIP

Davenport

Rank	Player	Proj	Actual	Error
1	Yusei Kikuchi	1.1963	1.5155	205.7
2	Jeff Samardzija	1.3475	1.1085	201.9
3	Michael Soroka	1.3445	1.1107	187.6
4	Stephen Strasburg	1.2036	1.0383	167.5
5	Shane Bieber	1.2147	1.0544	166.7
6	Kyle Hendricks	1.3122	1.1299	157.7
7	Madison Bumgarner	1.2768	1.1268	155.2
8	Walker Buehler	1.2123	1.0420	150.4

Marcel

Rank	Player	Proj	Actual	Error
1	Shane Bieber	1.3266	1.0544	271.5
2	Chris Paddack	1.3497	0.9810	234.3
3	Antonio Senzatela	1.3358	1.7487	214.7
4	Michael Soroka	1.3439	1.1107	194.2
5	Homer Bailey	1.5480	1.3163	191.8
6	Dan Straily	1.2908	1.9930	155.4
7	Tommy Milone	1.4127	1.1194	152.7
8	Giovanny Gallegos	1.3070	0.8108	150.7

Steamer

Rank	Player	Proj	Actual	Error
1	Antonio Senzatela	1.4429	1.7487	169.9
2	Yusmeiro Petit	1.3110	0.8072	159.4
3	Sandy Alcantara	1.4854	1.3176	152.2
4	Michael Soroka	1.3132	1.1107	151.7
5	Jeff Samardzija	1.2960	1.1085	149.0
6	Jesse Biddle	1.2969	2.2857	148.2
7	Andrew Cashner	1.5585	1.3467	143.5
8	Nick Kingham	1.2908	1.8503	141.3

ZiPS

Rank	Player	Proj	Actual	Error
1	Antonio Senzatela	1.3723	1.7487	218.6
2	Sandy Alcantara	1.5352	1.3176	183.1
3	Jon Lester	1.2944	1.4971	154.2
4	Robert Stephenson	1.6050	1.0361	149.3
5	Jeurys Familia	1.2239	1.7333	139.4
6	Adrian Houser	1.5341	1.2395	136.5
7	Frankie Montas	1.4535	1.1146	133.9
8	Alex Young	1.5674	1.1880	132.7