KPI failure review with Luna: 20261011

Window 20260921 to 20261011, 3124 hitter-metric rows, 48 KPI cells. Next slate 20261012.

kpi systemic

player specific

player watch

neutral

helps

insufficient

Luna

Status skipped_no_pregame_evidence (No eligible pregame KPI rows on this slate; local replays are diagnostic only.).

KPI cells: KPI fault or player fault

KPI	metric / side	rows	players	mean gain	interval	verdict	without worst players	worst players	Luna
batter_strikeout_rate [average]	SO / batter	380	171	-0.0102	[-0.02536, 0.00059]	neutral	–	Jo Adell -0.43, George Lombard Jr. -0.42, Christian Walker -0.40	-
pitcher_strikeout_rate [average]	SO / pitcher	328	41	-0.0058	[-0.01085, 0.00016]	neutral	–	Shota Imanaga -0.41, Dustin May -0.38, MacKenzie Gore -0.35	-
batter_strikeout_rate [strong]	SO / batter	161	63	-0.0054	[-0.01662, 0.00221]	neutral	–	Xander Bogaerts -0.33, Bryson Stott -0.21, Yandy Díaz -0.21	-
batter_strikeout_rate [all]	SO / batter	781	326	-0.0037	[-0.01299, 0.00287]	neutral	–	Kyle Schwarber -0.48, Jo Adell -0.43, George Lombard Jr. -0.42	-
pitcher_strikeout_rate [all]	SO / pitcher	781	92	-0.0037	[-0.01299, 0.00287]	neutral	–	Logan Henderson -1.19, Yoshinobu Yamamoto -1.13, Logan Gilbert -0.96	-
derived_batter_hit_rate [strong]	H / batter	155	62	-0.0012	[-0.00685, 0.00971]	neutral	–	Junior Caminero -0.20, William Contreras -0.18, Tristan Peters -0.12	-
batter_walk_rate [average]	BB / batter	361	165	-0.0009	[-0.00488, 0.00148]	neutral	–	Ben Malgeri -0.15, Matt Olson -0.14, Austin Riley -0.14	-
derived_batter_hit_rate [all]	H / batter	781	326	-0.0006	[-0.00323, 0.00223]	neutral	–	Gabriel Moreno -0.48, Ketel Marte -0.39, Tim Tawa -0.38	-
derived_pitcher_hit_rate_allowed [all]	H / pitcher	781	92	-0.0006	[-0.00323, 0.00223]	neutral	–	Jacob Misiorowski -0.59, Max Fried -0.35, Kyle Freeland -0.31	-
pitcher_walk_rate [average]	BB / pitcher	363	44	-0.0001	[-0.00182, 0.00075]	neutral	–	Drew Anderson -0.15, Mason Adams -0.11, Nolan McLean -0.11	-
derived_batter_hit_rate [average]	H / batter	366	174	+0.0003	[-0.00317, 0.00352]	neutral	–	Ketel Marte -0.39, Tim Tawa -0.38, Corbin Carroll -0.33	-
derived_pitcher_hit_rate_allowed [average]	H / pitcher	347	41	+0.0011	[-0.00099, 0.0028]	neutral	–	Payton Tolle -0.15, Brandon Williamson -0.10, Drew Anderson -0.07	-
pitcher_strikeout_rate [weak]	SO / pitcher	211	24	+0.0022	[-0.00762, 0.01545]	neutral	–	Framber Valdez -0.26, Ryan Gusto -0.19, Max Scherzer -0.18	-
batter_walk_rate [all]	BB / batter	781	326	+0.0021	[0.00101, 0.00278]	helps	–	Ben Malgeri -0.15, Matt Olson -0.14, Austin Riley -0.14	-
pitcher_walk_rate [all]	BB / pitcher	781	92	+0.0021	[0.00101, 0.00278]	helps	–	Trey Gibson -0.42, Brandon Williamson -0.40, Andrew Abbott -0.29	-
batter_home_run_rate [average]	HR / batter	409	180	+0.0029	[0.00129, 0.00679]	helps	–	Cam Smith -0.07, Jose Altuve -0.06, William Contreras -0.05	-
batter_home_run_rate [all]	HR / batter	781	326	+0.0033	[0.0015, 0.00785]	helps	–	Heriberto Hernández -0.10, Griffin Conine -0.09, Yainer Diaz -0.08	-
pitcher_home_run_rate_allowed [all]	HR / pitcher	781	92	+0.0033	[0.0015, 0.00785]	helps	–	Shota Imanaga -0.21, Gerrit Cole -0.19, Brady Singer -0.18	-
pitcher_home_run_rate_allowed [average]	HR / pitcher	346	39	+0.0041	[0.00261, 0.00598]	helps	–	Matthew Boyd -0.04, Seth Lugo -0.03, Drew Anderson -0.01	-
pitcher_walk_rate [strong]	BB / pitcher	198	23	+0.0070	[0.00422, 0.00969]	helps	–	Daniel Lynch IV -0.01, Andre Pallante -0.00, Jacob Misiorowski -0.00	-
batter_walk_rate [strong]	BB / batter	153	63	+0.0080	[0.00337, 0.01342]	helps	–	Dane Myers -0.14, Josh Smith -0.11, Lawrence Butler -0.10	-

Every player grouped by KPI

batter_strikeout_rate [average] · SO / batter · 171 players

player	games	KPI gain	left out of verdict
Jo Adell	3	-0.4277	no
George Lombard Jr.	5	-0.4176	no
Christian Walker	4	-0.3953	no
Jonah Cox	3	-0.3369	no
Bryce Harper	3	-0.3313	no
Trea Turner	3	-0.3160	no
Paul Goldschmidt	2	-0.3146	no
Anthony Volpe	2	-0.2653	no
Juan Brito	1	-0.2547	no
J.T. Realmuto	3	-0.2492	no
David Hamilton	1	-0.2353	no
Carson Benge	3	-0.2341	no
Manny Machado	5	-0.2332	no
Turner Hill	2	-0.1861	no
Luis Campusano	2	-0.1858	no
Nolan Arenado	3	-0.1770	no
Agustín Ramírez	3	-0.1765	no
Taylor Walls	3	-0.1693	no
Bryce Teodosio	3	-0.1677	no
Jonny DeLuca	3	-0.1670	no
Ceddanne Rafaela	3	-0.1616	no
Dustin Harris	4	-0.1519	no
Christian Moore	4	-0.1479	no
Christian Koss	3	-0.1451	no
Nick Morabito	2	-0.1407	no
Brandon Nimmo	3	-0.1388	no
Rafael Flores Jr.	2	-0.1365	no
Kyle Karros	3	-0.1349	no
Kyle Teel	1	-0.1287	no
Julio Rodríguez	3	-0.1254	no
Randy Arozarena	4	-0.1214	no
Ben Rice	5	-0.1200	no
Ezequiel Duran	3	-0.1173	no
Danny Jansen	2	-0.1103	no
Jordan Beck	1	-0.0981	no
Mark Vientos	2	-0.0976	no
Zac Veen	2	-0.0965	no
Drake Baldwin	4	-0.0940	no
Yohandy Morales	1	-0.0933	no
Drew Cavanaugh	2	-0.0927	no
Kody Clemens	2	-0.0920	no
Ty France	5	-0.0879	no
Dansby Swanson	4	-0.0851	no
Andrés Chaparro	1	-0.0850	no
Hunter Feduccia	1	-0.0819	no
Jahmai Jones	2	-0.0790	no
Amed Rosario	2	-0.0766	no
JJ Bleday	2	-0.0759	no
Ronald Acuña Jr.	3	-0.0723	no
Shay Whitcomb	1	-0.0702	no
Chase Meidroth	3	-0.0693	no
J.P. Crawford	4	-0.0691	no
Shohei Ohtani	3	-0.0689	no
Victor Bericoto	1	-0.0684	no
Zack Gelof	3	-0.0661	no
Harry Ford	1	-0.0646	no
Emmanuel Rodriguez	3	-0.0631	no
Victor Mesa Jr.	1	-0.0616	no
Josh Smith	2	-0.0584	no
Jeremiah Jackson	2	-0.0579	no
David Fry	1	-0.0570	no
Aaron Sabato	2	-0.0555	no
Dominic Canzone	4	-0.0534	no
Angel Martínez	1	-0.0516	no
Bo Davidson	1	-0.0467	no
Ha-Seong Kim	1	-0.0465	no
Sean Murphy	3	-0.0464	no
Austin Hays	1	-0.0453	no
Brian Navarreto	1	-0.0440	no
Pete Alonso	2	-0.0421	no
Cole Carrigg	2	-0.0418	no
Carlos Jorge	1	-0.0388	no
Andrew Knizner	1	-0.0383	no
Gunnar Henderson	2	-0.0358	no
Cedric Mullins	2	-0.0357	no
Ke'Bryan Hayes	1	-0.0315	no
Kyle Isbel	2	-0.0309	no
Alika Williams	1	-0.0273	no
Elias Díaz	1	-0.0266	no
Eduardo Valencia	1	-0.0248	no
Ethan Salas	2	-0.0244	no
Christian Vázquez	1	-0.0234	no
Luis Lara	2	-0.0218	no
Ryan O'Hearn	2	-0.0217	no
Leo Rivas	2	-0.0148	no
Henry Davis	1	-0.0135	no
Shea Langeliers	3	-0.0104	no
Tommy White	1	-0.0070	no
Iván Herrera	2	-0.0056	no
Luis Torrens	1	-0.0033	no
Tyler Heineman	1	-0.0031	no
Ronny Simon	2	-0.0020	no
Jake Mangum	2	-0.0012	no
Hao-Yu Lee	2	+0.0016	no
Konnor Griffin	2	+0.0021	no
John Peck	2	+0.0051	no
Dylan Crews	2	+0.0059	no
Michael Harris II	4	+0.0079	no
Jared Triolo	1	+0.0081	no
Ben Ross	1	+0.0114	no
Salvador Perez	3	+0.0118	no
Brock Rodden	1	+0.0118	no
Gary Sánchez	1	+0.0119	no
Tim Tawa	3	+0.0123	no
Isaac Collins	1	+0.0124	no
Héctor Rodríguez	2	+0.0131	no
Ben Malgeri	2	+0.0145	no
CJ Abrams	2	+0.0180	no
Josh Bell	1	+0.0184	no
Jonathan Aranda	2	+0.0207	no
Javier Báez	1	+0.0228	no
Nathaniel Lowe	1	+0.0244	no
Gleyber Torres	1	+0.0249	no
Max Clark	1	+0.0249	no
Dillon Dingler	1	+0.0259	no
Samad Taylor	3	+0.0261	no
Braden Montgomery	2	+0.0264	no
Isiah Kiner-Falefa	1	+0.0278	no
Ryan Kreidler	2	+0.0280	no
Seiya Suzuki	4	+0.0299	no
Bryan De La Cruz	1	+0.0335	no
Deyvison De Los Santos	1	+0.0386	no
Jared Serna	1	+0.0387	no
Marcus Semien	3	+0.0391	no
Mike Yastrzemski	1	+0.0392	no
Pavin Smith	2	+0.0413	no
Andrew Benintendi	1	+0.0452	no
John Rave	2	+0.0460	no
Marcelo Mayer	2	+0.0473	no
Michael Arroyo	1	+0.0473	no
Michael Busch	4	+0.0489	no
Alan Roden	2	+0.0496	no
Brett Harris	1	+0.0497	no
Christian Encarnacion-Strand	2	+0.0499	no
Corbin Carroll	3	+0.0503	no
Nasim Nuñez	1	+0.0579	no
Lane Thomas	1	+0.0593	no
Jacob Gonzalez	1	+0.0601	no
Bryan Torres	2	+0.0628	no
Lars Nootbaar	2	+0.0657	no
Wilyer Abreu	4	+0.0670	no
Daylen Lile	1	+0.0697	no
Francisco Lindor	3	+0.0718	no
Corey Seager	3	+0.0844	no
Joey Ortiz	3	+0.0874	no
Adael Amador	1	+0.0887	no
Walker Jenkins	2	+0.0950	no
Wyatt Langford	3	+0.0950	no
Jakob Marsee	2	+0.0951	no
Lucas Spence	2	+0.1018	no
Bryan Reynolds	2	+0.1057	no
Andy Pages	3	+0.1063	no
Lazaro Montes	4	+0.1070	no
José Caballero	1	+0.1084	no
Thomas Saggese	2	+0.1147	no
Tommy Edman	4	+0.1270	no
Jose Altuve	4	+0.1298	no
Wade Meckler	3	+0.1351	no
Jake Cronenworth	5	+0.1437	no
Sal Stewart	3	+0.1486	no
Moisés Ballesteros	2	+0.1487	no
Nick Sogard	4	+0.1667	no
Ryan Vilade	1	+0.1803	no
Jackson Merrill	5	+0.2128	no
Masyn Winn	2	+0.2214	no
Jeremy Peña	3	+0.2332	no
Leonardo Bernal	3	+0.2357	no
Dane Myers	2	+0.3068	no
Travis Bazzana	3	+0.3088	no
Matt Olson	4	+0.3219	no
Jackson Chourio	3	+0.3952	no

pitcher_strikeout_rate [average] · SO / pitcher · 41 players

player	games	KPI gain	left out of verdict
Shota Imanaga	6	-0.4103	no
Dustin May	9	-0.3819	no
MacKenzie Gore	8	-0.3510	no
Tyler Mahle	9	-0.2611	no
Ethan Pecko	8	-0.2382	no
Connor Prielipp	9	-0.2123	no
Walbert Ureña	8	-0.1414	no
JR Ritchie	6	-0.1130	no
Drew Anderson	6	-0.1038	no
Bryan Woo	9	-0.1031	no
Ranger Suarez	9	-0.0938	no
Kevin Gausman	8	-0.0609	no
Mason Barnett	9	-0.0564	no
George Kirby	7	-0.0512	no
Anthony Molina	6	-0.0503	no
Zebby Matthews	5	-0.0489	no
Bryan Hudson	8	-0.0485	no
Michael King	15	-0.0391	no
Riley Cornelio	7	-0.0319	no
Mason Adams	8	-0.0194	no
CJ Van Eyk	7	-0.0108	no
Max Fried	6	-0.0105	no
Kyle Leahy	9	-0.0100	no
Kumar Rocker	9	-0.0048	no
Matthew Liberatore	9	-0.0037	no
Cesar Perdomo	9	-0.0018	no
Michael Soroka	8	+0.0016	no
Sonny Gray	8	+0.0034	no
Kade Anderson	9	+0.0089	no
Andrew Painter	9	+0.0252	no
Sean Manaea	6	+0.0321	no
Peter Lambert	8	+0.0326	no
Mason Englert	5	+0.0344	no
Foster Griffin	8	+0.0617	no
Ray Kerr	8	+0.0648	no
Aaron Nola	7	+0.0774	no
David Sandlin	9	+0.0811	no
Cristian Javier	9	+0.0832	no
Shane Drohan	9	+0.0918	no
Brock Stewart	7	+0.1697	no
Daniel Espino	9	+0.1890	no

batter_strikeout_rate [strong] · SO / batter · 63 players

player	games	KPI gain	left out of verdict
Xander Bogaerts	5	-0.3341	no
Bryson Stott	3	-0.2067	no
Yandy Díaz	2	-0.2066	no
Junior Caminero	4	-0.2016	no
Chase DeLauter	3	-0.1912	no
Pedro Ramirez	3	-0.1848	no
Yordan Alvarez	4	-0.1622	no
Yainer Diaz	4	-0.1586	no
Ozzie Albies	4	-0.1581	no
Cody Bellinger	4	-0.1137	no
Fernando Tatis Jr.	5	-0.0945	no
JJ Wetherholt	2	-0.0823	no
Andrés Giménez	1	-0.0783	no
George Springer	1	-0.0745	no
Nathan Lukes	2	-0.0713	no
Jacob Young	1	-0.0692	no
Ryan Jeffers	2	-0.0670	no
Josh Jung	2	-0.0664	no
Juan Soto	1	-0.0590	no
Carson Kelly	3	-0.0588	no
Justin Crawford	3	-0.0579	no
Jorbit Vivas	1	-0.0571	no
Richie Palacios	3	-0.0419	no
Nathan Church	3	-0.0389	no
Luke Keaschall	3	-0.0373	no
Troy Johnston	1	-0.0332	no
Jonah Heim	2	-0.0277	no
Brayan Rocchio	3	-0.0169	no
Kyle Tucker	4	-0.0165	no
Donovan Walton	3	-0.0094	no
Michael Massey	2	-0.0078	no
Carlos Cortes	3	-0.0040	no
Cooper Pratt	2	-0.0008	no
Tristan Peters	2	+0.0028	no
Vinnie Pasquantino	3	+0.0065	no
Zach McKinstry	1	+0.0109	no
Alex Bregman	1	+0.0109	no
Brooks Lee	3	+0.0119	no
Maikel Garcia	2	+0.0185	no
Nick Gonzales	2	+0.0202	no
Vaughn Grissom	4	+0.0221	no
Trent Grisham	1	+0.0298	no
Mickey Gasper	1	+0.0299	no
Gabriel Moreno	3	+0.0368	no
Bobby Witt Jr.	3	+0.0369	no
Adley Rutschman	4	+0.0379	no
Miguel Vargas	3	+0.0400	no
Brett Sullivan	1	+0.0436	no
Alec Burleson	3	+0.0451	no
Nick Loftin	2	+0.0464	no
Luis García Jr.	2	+0.0593	no
Nicky Lopez	1	+0.0681	no
Cole Young	4	+0.0706	no
Will Smith	3	+0.0741	no
Sam Antonacci	1	+0.0836	no
Spencer Horwitz	2	+0.0842	no
Drew Gilbert	2	+0.0974	no
Ketel Marte	3	+0.1285	no
Freddie Freeman	4	+0.1469	no
Bo Bichette	3	+0.1515	no
Jake McCarthy	3	+0.1771	no
Iván Herrera	1	+0.2149	no
William Contreras	4	+0.3130	no

batter_strikeout_rate [all] · SO / batter · 326 players

player	games	KPI gain	left out of verdict
Kyle Schwarber	3	-0.4835	no
Jo Adell	3	-0.4277	no
George Lombard Jr.	5	-0.4176	no
Christian Walker	4	-0.3953	no
Jonah Cox	3	-0.3369	no
Xander Bogaerts	5	-0.3341	no
Bryce Harper	3	-0.3313	no
Trea Turner	3	-0.3160	no
Paul Goldschmidt	2	-0.3146	no
Taylor Trammell	3	-0.3129	no
Anthony Volpe	2	-0.2653	no
Heriberto Hernández	3	-0.2633	no
Juan Brito	1	-0.2547	no
J.T. Realmuto	3	-0.2492	no
Kyle Stowers	2	-0.2420	no
Yandy Díaz	3	-0.2398	no
David Hamilton	1	-0.2353	no
Carson Benge	3	-0.2341	no
Manny Machado	5	-0.2332	no
Cam Smith	4	-0.2248	no
Bryson Stott	3	-0.2067	no
Junior Caminero	4	-0.2016	no
A.J. Ewing	3	-0.2011	no
Chase DeLauter	3	-0.1912	no
Francisco Alvarez	2	-0.1862	no
Turner Hill	2	-0.1861	no
Luis Campusano	2	-0.1858	no
Pedro Ramirez	3	-0.1848	no
Nolan Arenado	3	-0.1770	no
Mike Trout	4	-0.1769	no
Agustín Ramírez	3	-0.1765	no
Jordan Walker	3	-0.1697	no
Taylor Walls	3	-0.1693	no
Bryce Teodosio	3	-0.1677	no
Jonny DeLuca	3	-0.1670	no
Yordan Alvarez	4	-0.1622	no
Ceddanne Rafaela	3	-0.1616	no
Jarren Duran	2	-0.1599	no
Yainer Diaz	4	-0.1586	no
Ozzie Albies	4	-0.1581	no
Austin Wells	4	-0.1549	no
Isaac Paredes	4	-0.1547	no
Dustin Harris	4	-0.1519	no
Christian Moore	4	-0.1479	no
Christian Koss	3	-0.1451	no
Nick Morabito	2	-0.1407	no
Brandon Nimmo	3	-0.1388	no
Rafael Flores Jr.	2	-0.1365	no
Kyle Karros	3	-0.1349	no
Colson Montgomery	3	-0.1297	no
Kyle Teel	1	-0.1287	no
Danny Jansen	3	-0.1281	no
Julio Rodríguez	3	-0.1254	no
Randy Arozarena	4	-0.1214	no
Ben Rice	5	-0.1200	no
Ezequiel Duran	3	-0.1173	no
Mookie Betts	4	-0.1141	no
Cody Bellinger	4	-0.1137	no
Luis Arraez	3	-0.1128	no
Griffin Conine	2	-0.1126	no
Jordan Beck	1	-0.0981	no
Mark Vientos	2	-0.0976	no
Zac Veen	2	-0.0965	no
Fernando Tatis Jr.	5	-0.0945	no
Drake Baldwin	4	-0.0940	no
Yohandy Morales	1	-0.0933	no
Drew Cavanaugh	2	-0.0927	no
Kody Clemens	2	-0.0920	no
Brady House	1	-0.0919	no
Josh Lowe	1	-0.0895	no
Ty France	5	-0.0879	no
Dansby Swanson	4	-0.0851	no
Andrés Chaparro	1	-0.0850	no
Evan Carter	1	-0.0825	no
JJ Wetherholt	2	-0.0823	no
Coby Mayo	2	-0.0820	no
Hunter Feduccia	1	-0.0819	no
Jahmai Jones	2	-0.0790	no
Colton Cowser	2	-0.0787	no
Andrés Giménez	1	-0.0783	no
Chandler Simpson	3	-0.0776	no
Amed Rosario	2	-0.0766	no
JJ Bleday	2	-0.0759	no
George Springer	1	-0.0745	no
Ronald Acuña Jr.	3	-0.0723	no
Nathan Lukes	2	-0.0713	no
Shay Whitcomb	1	-0.0702	no
Chase Meidroth	3	-0.0693	no
Jacob Young	1	-0.0692	no
J.P. Crawford	4	-0.0691	no
Shohei Ohtani	3	-0.0689	no
Victor Bericoto	1	-0.0684	no
Ryan Jeffers	2	-0.0670	no
Josh Jung	2	-0.0664	no
Zack Gelof	3	-0.0661	no
Ian Happ	4	-0.0656	no
Harry Ford	1	-0.0646	no
Emmanuel Rodriguez	3	-0.0631	no
Spencer Jones	4	-0.0626	no
Victor Mesa Jr.	1	-0.0616	no
Austin Riley	4	-0.0608	no
Carson Kelly	3	-0.0588	no
Joe Mack	1	-0.0587	no
Josh Smith	2	-0.0584	no
Justin Crawford	3	-0.0579	no
Jeremiah Jackson	2	-0.0579	no
Jorbit Vivas	1	-0.0571	no
David Fry	1	-0.0570	no
Spencer Torkelson	2	-0.0566	no
Aaron Sabato	2	-0.0555	no
Trevor Story	3	-0.0548	no
Dominic Canzone	4	-0.0534	no
Angel Martínez	1	-0.0516	no
Bo Davidson	1	-0.0467	no
Ha-Seong Kim	1	-0.0465	no
Sean Murphy	3	-0.0464	no
Austin Hays	1	-0.0453	no
Brian Navarreto	1	-0.0440	no
Pete Alonso	2	-0.0421	no
Richie Palacios	3	-0.0419	no
Cole Carrigg	2	-0.0418	no
Dylan Beavers	2	-0.0395	no
Nathan Church	3	-0.0389	no
Carlos Jorge	1	-0.0388	no
Andrew Knizner	1	-0.0383	no
Tyler Stephenson	1	-0.0383	no
Luke Keaschall	3	-0.0373	no
Keibert Ruiz	1	-0.0358	no
Gunnar Henderson	2	-0.0358	no
Cedric Mullins	2	-0.0357	no
Jake Burger	3	-0.0343	no
Troy Johnston	1	-0.0332	no
Ke'Bryan Hayes	1	-0.0315	no
Kyle Isbel	2	-0.0309	no
Jonah Heim	2	-0.0277	no
Alika Williams	1	-0.0273	no
Elias Díaz	1	-0.0266	no
Eduardo Valencia	1	-0.0248	no
Ethan Salas	2	-0.0244	no
Christian Vázquez	1	-0.0234	no
James Wood	2	-0.0224	no
Kevin McGonigle	1	-0.0223	no
Luis Lara	2	-0.0218	no
Ryan O'Hearn	2	-0.0217	no
Royce Lewis	1	-0.0172	no
Brayan Rocchio	3	-0.0169	no
Kyle Tucker	4	-0.0165	no
Leo Rivas	2	-0.0148	no
Henry Davis	1	-0.0135	no
Patrick Bailey	2	-0.0133	no
Nico Hoerner	3	-0.0130	no
Max Muncy	2	-0.0114	no
Shea Langeliers	3	-0.0104	no
Donovan Walton	3	-0.0094	no
Michael Massey	2	-0.0078	no
Tommy White	1	-0.0070	no
Sal Frelick	1	-0.0069	no
Carlos Cortes	3	-0.0040	no
Connor Norby	2	-0.0037	no
Luis Torrens	1	-0.0033	no
Tyler Heineman	1	-0.0031	no
Ronny Simon	2	-0.0020	no
Jake Mangum	2	-0.0012	no
Cooper Pratt	2	-0.0008	no
Jeff McNeil	3	+0.0004	no
Hao-Yu Lee	2	+0.0016	no
Konnor Griffin	2	+0.0021	no
Tristan Peters	2	+0.0028	no
Brett Baty	1	+0.0036	no
John Peck	2	+0.0051	no
Dylan Crews	2	+0.0059	no
Munetaka Murakami	1	+0.0060	no
Vinnie Pasquantino	3	+0.0065	no
Lawrence Butler	3	+0.0069	no
Michael Harris II	4	+0.0079	no
Jared Triolo	1	+0.0081	no
Henry Bolte	3	+0.0091	no
Zach McKinstry	1	+0.0109	no
Alex Bregman	1	+0.0109	no
Geraldo Perdomo	3	+0.0114	no
Ben Ross	1	+0.0114	no
Salvador Perez	3	+0.0118	no
Brock Rodden	1	+0.0118	no
Brooks Lee	3	+0.0119	no
Gary Sánchez	1	+0.0119	no
Tim Tawa	3	+0.0123	no
Isaac Collins	1	+0.0124	no
Héctor Rodríguez	2	+0.0131	no
Ben Malgeri	2	+0.0145	no
CJ Abrams	2	+0.0180	no
Josh Bell	1	+0.0184	no
Maikel Garcia	2	+0.0185	no
Nick Gonzales	2	+0.0202	no
Jonathan Aranda	2	+0.0207	no
Vaughn Grissom	4	+0.0221	no
Javier Báez	1	+0.0228	no
Nathaniel Lowe	1	+0.0244	no
Gleyber Torres	1	+0.0249	no
Denzer Guzman	3	+0.0249	no
Max Clark	1	+0.0249	no
Dillon Dingler	1	+0.0259	no
Samad Taylor	3	+0.0261	no
Braden Montgomery	2	+0.0264	no
Justin Foscue	1	+0.0265	no
Isiah Kiner-Falefa	1	+0.0278	no
Ryan Kreidler	2	+0.0280	no
Trent Grisham	1	+0.0298	no
Seiya Suzuki	4	+0.0299	no
Mickey Gasper	1	+0.0299	no
Jac Caglianone	2	+0.0315	no
Bryan De La Cruz	1	+0.0335	no
Ryan McMahon	2	+0.0354	no
Josh Naylor	4	+0.0367	no
Gabriel Moreno	3	+0.0368	no
Myles Straw	2	+0.0368	no
Bobby Witt Jr.	3	+0.0369	no
Riley Greene	1	+0.0369	no
Adley Rutschman	4	+0.0379	no
Deyvison De Los Santos	1	+0.0386	no
Michael Conforto	3	+0.0387	no
Jared Serna	1	+0.0387	no
Marcus Semien	3	+0.0391	no
Mike Yastrzemski	1	+0.0392	no
Miguel Vargas	3	+0.0400	no
Pavin Smith	2	+0.0413	no
Ernie Clement	2	+0.0427	no
Esteury Ruiz	1	+0.0430	no
Brett Sullivan	1	+0.0436	no
Leody Taveras	1	+0.0444	no
Alec Burleson	3	+0.0451	no
Andrew Benintendi	1	+0.0452	no
John Rave	2	+0.0460	no
Nick Loftin	2	+0.0464	no
Marcelo Mayer	2	+0.0473	no
Michael Arroyo	1	+0.0473	no
Michael Busch	4	+0.0489	no
Teoscar Hernández	4	+0.0490	no
Alan Roden	2	+0.0496	no
Brett Harris	1	+0.0497	no
Christian Encarnacion-Strand	2	+0.0499	no
Corbin Carroll	3	+0.0503	no
Carter Jensen	3	+0.0509	no
Juan Soto	3	+0.0516	no
Carlos Narváez	1	+0.0532	no
Ezequiel Tovar	2	+0.0540	no
Nasim Nuñez	1	+0.0579	no
Luis García Jr.	2	+0.0593	no
Lane Thomas	1	+0.0593	no
Jacob Gonzalez	1	+0.0601	no
Pete Crow-Armstrong	4	+0.0612	no
Liam Hicks	3	+0.0625	no
Bryan Torres	2	+0.0628	no
Vladimir Guerrero Jr.	1	+0.0632	no
Brandon Marsh	2	+0.0633	no
Caleb Durbin	4	+0.0651	no
Lars Nootbaar	2	+0.0657	no
Wilyer Abreu	4	+0.0670	no
Nicky Lopez	1	+0.0681	no
Daylen Lile	1	+0.0697	no
Cole Young	4	+0.0706	no
Francisco Lindor	3	+0.0718	no
Will Smith	3	+0.0741	no
Jazz Chisholm Jr.	2	+0.0820	no
Sam Antonacci	1	+0.0836	no
Spencer Horwitz	2	+0.0842	no
Corey Seager	3	+0.0844	no
Kazuma Okamoto	2	+0.0856	no
Joey Ortiz	3	+0.0874	no
Adael Amador	1	+0.0887	no
Oneil Cruz	2	+0.0932	no
Brandon Valenzuela	1	+0.0943	no
Walker Jenkins	2	+0.0950	no
Wyatt Langford	3	+0.0950	no
Jakob Marsee	2	+0.0951	no
Drew Gilbert	2	+0.0974	no
Lucas Spence	2	+0.1018	no
Mauricio Dubón	4	+0.1046	no
Bryan Reynolds	2	+0.1057	no
Andy Pages	3	+0.1063	no
Lazaro Montes	4	+0.1070	no
José Caballero	1	+0.1084	no
Jose Siri	2	+0.1104	no
Mickey Moniak	2	+0.1125	no
Thomas Saggese	2	+0.1147	no
Brandon Lowe	3	+0.1175	no
Javier Sanoja	3	+0.1227	no
Tommy Edman	4	+0.1270	no
Ketel Marte	3	+0.1285	no
Jose Altuve	4	+0.1298	no
Steven Kwan	3	+0.1349	no
Wade Meckler	3	+0.1351	no
Cal Raleigh	4	+0.1429	no
Jake Cronenworth	5	+0.1437	no
Freddie Freeman	4	+0.1469	no
Sal Stewart	3	+0.1486	no
Moisés Ballesteros	2	+0.1487	no
Bo Bichette	3	+0.1515	no
Willson Contreras	1	+0.1570	no
Nick Sogard	4	+0.1667	no
Otto Lopez	3	+0.1670	no
TJ Rumfield	3	+0.1724	no
Alec Bohm	3	+0.1762	no
Jake McCarthy	3	+0.1771	no
Ryan Vilade	1	+0.1803	no
Matt McLain	3	+0.1848	no
Hunter Goodman	3	+0.1869	no
Iván Herrera	3	+0.2093	no
Jackson Merrill	5	+0.2128	no
Masyn Winn	2	+0.2214	no
Brice Turang	4	+0.2261	no
José Ramírez	3	+0.2269	no
Jeremy Peña	3	+0.2332	no
Leonardo Bernal	3	+0.2357	no
Elly De La Cruz	3	+0.2510	no
Christian Yelich	3	+0.2600	no
Garrett Mitchell	4	+0.2735	no
Zach Neto	4	+0.2753	no
Eugenio Suárez	2	+0.2785	no
Roman Anthony	3	+0.2972	no
Dane Myers	2	+0.3068	no
Travis Bazzana	3	+0.3088	no
William Contreras	4	+0.3130	no
Matt Olson	4	+0.3219	no
Jake Bauers	4	+0.3876	no
Jackson Chourio	3	+0.3952	no
Heliot Ramos	4	+0.4395	no

pitcher_strikeout_rate [all] · SO / pitcher · 92 players

player	games	KPI gain	left out of verdict
Logan Henderson	9	-1.1943	no
Yoshinobu Yamamoto	8	-1.1330	no
Logan Gilbert	8	-0.9636	no
Payton Tolle	15	-0.8297	no
Cam Schlittler	17	-0.7326	no
Ian Seymour	9	-0.6976	no
Jacob Misiorowski	9	-0.5358	no
Taj Bradley	5	-0.5288	no
Shota Imanaga	6	-0.4103	no
Dustin May	9	-0.3819	no
Blake Snell	8	-0.3591	no
MacKenzie Gore	8	-0.3510	no
Nolan McLean	9	-0.2801	no
Framber Valdez	9	-0.2640	no
Tyler Mahle	9	-0.2611	no
Ethan Pecko	8	-0.2382	no
Connor Prielipp	9	-0.2123	no
Cody Bradford	9	-0.1896	no
Ryan Gusto	8	-0.1871	no
Max Scherzer	9	-0.1777	no
Lake Bachar	7	-0.1667	no
Walbert Ureña	8	-0.1414	no
Tanner Gordon	8	-0.1396	no
Randy Dobnak	4	-0.1224	no
JR Ritchie	6	-0.1130	no
Drew Anderson	6	-0.1038	no
Bryan Woo	9	-0.1031	no
Ranger Suarez	9	-0.0938	no
Zac Thornton	9	-0.0720	no
Gerrit Cole	14	-0.0687	no
Blade Tidwell	9	-0.0657	no
Jeffrey Springs	7	-0.0631	no
Kevin Gausman	8	-0.0609	no
Tyler Phillips	9	-0.0579	no
Mason Barnett	9	-0.0564	no
George Kirby	7	-0.0512	no
Anthony Molina	6	-0.0503	no
Zebby Matthews	5	-0.0489	no
Bryan Hudson	8	-0.0485	no
Trey Gibson	5	-0.0407	no
Andrew Abbott	8	-0.0403	no
Michael King	15	-0.0391	no
Matthew Boyd	18	-0.0329	no
Daniel Lynch IV	4	-0.0321	no
Riley Cornelio	7	-0.0319	no
Hayden Wesneski	9	-0.0267	no
Robbie Ray	17	-0.0224	no
Mason Adams	8	-0.0194	no
CJ Van Eyk	7	-0.0108	no
Max Fried	6	-0.0105	no
Kyle Leahy	9	-0.0100	no
Kumar Rocker	9	-0.0048	no
Matthew Liberatore	9	-0.0037	no
Cesar Perdomo	9	-0.0018	no
Michael Soroka	8	+0.0016	no
Sonny Gray	8	+0.0034	no
Janson Junk	8	+0.0056	no
Kade Anderson	9	+0.0089	no
Andrew Painter	9	+0.0252	no
Seth Lugo	9	+0.0308	no
Sean Manaea	6	+0.0321	no
Peter Lambert	8	+0.0326	no
Mason Englert	5	+0.0344	no
Grayson Rodriguez	9	+0.0518	no
Foster Griffin	8	+0.0617	no
Ray Kerr	8	+0.0648	no
Aaron Nola	7	+0.0774	no
Chris Bassitt	9	+0.0808	no
David Sandlin	9	+0.0811	no
Cristian Javier	9	+0.0832	no
Shane Drohan	9	+0.0918	no
Richard Lovelady	9	+0.0957	no
Jack Perkins	9	+0.1041	no
Eduardo Rodriguez	9	+0.1218	no
Ryan Johnson	9	+0.1354	no
Brandon Williamson	8	+0.1426	no
Brock Stewart	7	+0.1697	no
Nick Pivetta	9	+0.1831	no
Daniel Espino	9	+0.1890	no
Anthony Kay	8	+0.1896	no
Parker Messick	6	+0.2234	no
Jared Jones	7	+0.2468	no
Brady Basso	6	+0.2887	no
Merrill Kelly	9	+0.3036	no
Brady Singer	9	+0.3116	no
Kyle Freeland	6	+0.3283	no
Andre Pallante	6	+0.3299	no
Paul Skenes	9	+0.5180	no
Drew Rasmussen	17	+0.7497	no
Tyler Glasnow	9	+0.8367	no
Chris Sale	6	+1.1177	no
Zack Wheeler	7	+1.6331	no

derived_batter_hit_rate [strong] · H / batter · 62 players

player	games	KPI gain	left out of verdict
Junior Caminero	4	-0.2020	no
William Contreras	4	-0.1793	no
Tristan Peters	2	-0.1188	no
Sam Antonacci	1	-0.1145	no
Alec Bohm	2	-0.0964	no
Shohei Ohtani	3	-0.0949	no
Dominic Canzone	4	-0.0871	no
Henry Bolte	3	-0.0849	no
Teoscar Hernández	4	-0.0817	no
Carson Benge	3	-0.0797	no
Nathan Lukes	2	-0.0792	no
Alika Williams	1	-0.0747	no
Justin Crawford	3	-0.0535	no
Bo Bichette	3	-0.0526	no
Nico Hoerner	3	-0.0491	no
Zack Gelof	1	-0.0451	no
CJ Abrams	2	-0.0435	no
Carson Kelly	2	-0.0434	no
Cole Carrigg	2	-0.0415	no
Josh Naylor	4	-0.0412	no
Joey Ortiz	3	-0.0382	no
Brandon Nimmo	3	-0.0339	no
Konnor Griffin	2	-0.0339	no
Angel Martínez	1	-0.0233	no
Troy Johnston	1	-0.0224	no
Brooks Lee	3	-0.0188	no
Pedro Ramirez	3	-0.0188	no
Riley Greene	1	-0.0135	no
Andy Pages	3	-0.0078	no
Nathan Church	3	-0.0043	no
Jonathan Aranda	2	-0.0040	no
Josh Bell	1	-0.0035	no
Bobby Witt Jr.	1	-0.0025	no
Ezequiel Duran	3	-0.0013	no
Hao-Yu Lee	2	+0.0046	no
Vladimir Guerrero Jr.	1	+0.0066	no
Kevin McGonigle	1	+0.0132	no
Jordan Walker	3	+0.0135	no
Oneil Cruz	2	+0.0176	no
Justin Foscue	1	+0.0181	no
Ryan O'Hearn	2	+0.0211	no
Randy Arozarena	4	+0.0220	no
Seiya Suzuki	4	+0.0276	no
Luke Keaschall	3	+0.0287	no
Daylen Lile	1	+0.0418	no
Brice Turang	1	+0.0462	no
Cooper Pratt	1	+0.0468	no
Brandon Marsh	2	+0.0508	no
Mookie Betts	4	+0.0584	no
Alex Bregman	1	+0.0652	no
Wade Meckler	2	+0.0655	no
Chase Meidroth	3	+0.0672	no
Brandon Lowe	3	+0.0725	no
Steven Kwan	3	+0.0737	no
Pete Crow-Armstrong	4	+0.0744	no
Sal Stewart	3	+0.0853	no
Cody Bellinger	4	+0.0891	no
Jeff McNeil	3	+0.0900	no
Jonny DeLuca	3	+0.0908	no
Liam Hicks	3	+0.1337	no
Shea Langeliers	3	+0.1869	no
Jackson Merrill	5	+0.1885	no

batter_walk_rate [average] · BB / batter · 165 players

player	games	KPI gain	left out of verdict
Ben Malgeri	2	-0.1465	no
Matt Olson	4	-0.1420	no
Austin Riley	4	-0.1399	no
Heriberto Hernández	3	-0.1212	no
Sean Murphy	3	-0.1108	no
Kazuma Okamoto	2	-0.1048	no
Andy Pages	3	-0.0927	no
Myles Straw	2	-0.0884	no
Victor Mesa Jr.	1	-0.0869	no
Bryson Stott	3	-0.0829	no
Shea Langeliers	3	-0.0804	no
Liam Hicks	3	-0.0766	no
John Peck	2	-0.0736	no
Henry Bolte	3	-0.0711	no
Teoscar Hernández	4	-0.0703	no
Connor Norby	1	-0.0667	no
Eduardo Valencia	1	-0.0663	no
Dominic Canzone	4	-0.0618	no
Zach Neto	4	-0.0616	no
Ha-Seong Kim	1	-0.0598	no
Javier Báez	1	-0.0595	no
Moisés Ballesteros	2	-0.0549	no
Wade Meckler	3	-0.0545	no
Carlos Cortes	3	-0.0410	no
Samad Taylor	3	-0.0406	no
Héctor Rodríguez	2	-0.0402	no
Luke Keaschall	3	-0.0379	no
Lucas Spence	2	-0.0375	no
Pavin Smith	2	-0.0357	no
Christian Yelich	3	-0.0342	no
Turner Hill	2	-0.0334	no
Jordan Walker	3	-0.0330	no
Josh Jung	2	-0.0323	no
Cooper Pratt	2	-0.0319	no
Jackson Chourio	3	-0.0303	no
Tim Tawa	3	-0.0278	no
Ryan Vilade	1	-0.0278	no
Walker Jenkins	2	-0.0269	no
CJ Abrams	2	-0.0266	no
Ezequiel Duran	3	-0.0264	no
Kyle Teel	1	-0.0251	no
Kyle Stowers	2	-0.0208	no
Coby Mayo	2	-0.0204	no
Anthony Volpe	2	-0.0193	no
Aaron Sabato	2	-0.0184	no
Maikel Garcia	2	-0.0176	no
A.J. Ewing	3	-0.0172	no
Christian Encarnacion-Strand	2	-0.0170	no
Spencer Jones	4	-0.0166	no
Ryan Kreidler	2	-0.0158	no
Leody Taveras	1	-0.0150	no
Josh Bell	1	-0.0138	no
Christian Koss	2	-0.0137	no
Rafael Flores Jr.	2	-0.0125	no
Royce Lewis	1	-0.0107	no
Ronny Simon	2	-0.0106	no
Bryan Torres	2	-0.0100	no
Ryan O'Hearn	2	-0.0090	no
Esteury Ruiz	1	-0.0088	no
Drew Cavanaugh	2	-0.0085	no
Brock Rodden	1	-0.0085	no
Sal Frelick	1	-0.0079	no
Alec Burleson	3	-0.0069	no
Adael Amador	1	-0.0067	no
Drew Gilbert	2	-0.0064	no
Michael Arroyo	1	-0.0059	no
Lazaro Montes	4	-0.0058	no
Brandon Nimmo	3	-0.0058	no
Leo Rivas	2	-0.0055	no
Brandon Lowe	3	-0.0054	no
Ben Ross	1	-0.0051	no
Isiah Kiner-Falefa	1	-0.0051	no
Jared Triolo	1	-0.0048	no
Bryan De La Cruz	1	-0.0048	no
Tommy White	1	-0.0028	no
Leonardo Bernal	3	-0.0024	no
Harry Ford	1	-0.0012	no
Nasim Nuñez	1	-0.0012	no
Carson Kelly	3	-0.0010	no
Brett Baty	1	+0.0001	no
Danny Jansen	3	+0.0006	no
Yohandy Morales	1	+0.0011	no
Brady House	1	+0.0012	no
Shay Whitcomb	1	+0.0019	no
Andrew Knizner	1	+0.0020	no
Bo Davidson	1	+0.0021	no
Victor Bericoto	1	+0.0022	no
Brett Harris	1	+0.0022	no
Ethan Salas	2	+0.0031	no
Emmanuel Rodriguez	3	+0.0034	no
Tyler Heineman	1	+0.0045	no
Vladimir Guerrero Jr.	1	+0.0048	no
Mike Yastrzemski	1	+0.0049	no
George Springer	1	+0.0050	no
Henry Davis	1	+0.0050	no
Austin Hays	1	+0.0050	no
Freddie Freeman	1	+0.0054	no
Nick Loftin	2	+0.0067	no
John Rave	2	+0.0069	no
Caleb Durbin	4	+0.0079	no
David Fry	1	+0.0083	no
Deyvison De Los Santos	1	+0.0086	no
Brian Navarreto	1	+0.0088	no
Taylor Trammell	3	+0.0092	no
Chase Meidroth	3	+0.0095	no
Jared Serna	1	+0.0099	no
Andrew Benintendi	1	+0.0101	no
Joey Ortiz	3	+0.0106	no
Paul Goldschmidt	2	+0.0130	no
Thomas Saggese	2	+0.0131	no
Cole Carrigg	2	+0.0131	no
Carlos Jorge	1	+0.0142	no
Dylan Beavers	2	+0.0160	no
Marcus Semien	3	+0.0161	no
Francisco Alvarez	2	+0.0173	no
J.T. Realmuto	3	+0.0183	no
Jordan Beck	1	+0.0191	no
Matt McLain	3	+0.0194	no
Drake Baldwin	4	+0.0197	no
Yandy Díaz	3	+0.0197	no
Tristan Peters	2	+0.0201	no
Zach McKinstry	1	+0.0203	no
Ketel Marte	3	+0.0213	no
Bryce Teodosio	3	+0.0223	no
Josh Lowe	1	+0.0226	no
Gunnar Henderson	2	+0.0247	no
Sam Antonacci	1	+0.0250	no
Alan Roden	2	+0.0256	no
David Hamilton	1	+0.0259	no
Donovan Walton	3	+0.0276	no
Nick Morabito	2	+0.0291	no
Christian Moore	4	+0.0312	no
Colson Montgomery	3	+0.0313	no
Luis Lara	2	+0.0315	no
Nathaniel Lowe	1	+0.0318	no
Pedro Ramirez	3	+0.0324	no
Jake Burger	3	+0.0339	no
Masyn Winn	2	+0.0349	no
Patrick Bailey	2	+0.0354	no
Dustin Harris	4	+0.0373	no
Max Clark	1	+0.0400	no
Carson Benge	3	+0.0404	no
Jonah Cox	3	+0.0436	no
Troy Johnston	1	+0.0439	no
Fernando Tatis Jr.	5	+0.0472	no
Zac Veen	2	+0.0474	no
Jake Cronenworth	5	+0.0509	no
Christian Walker	4	+0.0528	no
Francisco Lindor	3	+0.0534	no
Iván Herrera	3	+0.0539	no
Jahmai Jones	2	+0.0542	no
Juan Brito	1	+0.0562	no
Ryan McMahon	2	+0.0583	no
Hao-Yu Lee	2	+0.0592	no
Cedric Mullins	2	+0.0639	no
Agustín Ramírez	2	+0.0639	no
Randy Arozarena	3	+0.0649	no
Hunter Goodman	3	+0.0707	no
Adley Rutschman	4	+0.0757	no
Nolan Arenado	3	+0.0759	no
William Contreras	4	+0.0799	no
Mookie Betts	4	+0.0847	no
Jonathan Aranda	1	+0.0985	no
Sal Stewart	3	+0.1287	no
George Lombard Jr.	5	+0.1988	no

derived_batter_hit_rate [all] · H / batter · 326 players

player	games	KPI gain	left out of verdict
Gabriel Moreno	3	-0.4817	no
Ketel Marte	3	-0.3862	no
Tim Tawa	3	-0.3811	no
Corbin Carroll	3	-0.3269	no
Fernando Tatis Jr.	5	-0.3106	no
Yandy Díaz	3	-0.2067	no
Junior Caminero	4	-0.2020	no
Garrett Mitchell	4	-0.1926	no
William Contreras	4	-0.1793	no
Zack Gelof	3	-0.1578	no
Taylor Walls	3	-0.1564	no
Isaac Paredes	4	-0.1499	no
Manny Machado	5	-0.1438	no
Matt Olson	4	-0.1372	no
George Lombard Jr.	5	-0.1333	no
Ethan Salas	2	-0.1327	no
Adley Rutschman	4	-0.1276	no
Tristan Peters	2	-0.1188	no
Sam Antonacci	1	-0.1145	no
Cam Smith	4	-0.1144	no
Luis Campusano	2	-0.1106	no
Wilyer Abreu	4	-0.1067	no
Kyle Tucker	4	-0.1040	no
JJ Wetherholt	2	-0.1036	no
Ty France	5	-0.1034	no
Will Smith	3	-0.1008	no
Lawrence Butler	3	-0.0989	no
Juan Soto	3	-0.0988	no
Jake Bauers	4	-0.0966	no
Jake Burger	3	-0.0965	no
Shohei Ohtani	3	-0.0949	no
Alec Bohm	3	-0.0878	no
Dominic Canzone	4	-0.0871	no
Taylor Trammell	3	-0.0868	no
Bryson Stott	3	-0.0854	no
Henry Bolte	3	-0.0849	no
J.P. Crawford	4	-0.0840	no
A.J. Ewing	3	-0.0819	no
Teoscar Hernández	4	-0.0817	no
Carson Benge	3	-0.0797	no
Nathan Lukes	2	-0.0792	no
Nick Gonzales	2	-0.0765	no
Alika Williams	1	-0.0747	no
Colson Montgomery	3	-0.0728	no
Matt McLain	3	-0.0722	no
Kazuma Okamoto	2	-0.0721	no
George Springer	1	-0.0679	no
Mike Yastrzemski	1	-0.0669	no
Moisés Ballesteros	2	-0.0627	no
Austin Wells	4	-0.0576	no
Jake Mangum	2	-0.0569	no
Rafael Flores Jr.	2	-0.0551	no
Trevor Story	3	-0.0541	no
Justin Crawford	3	-0.0535	no
Bo Bichette	3	-0.0526	no
Bryan Reynolds	2	-0.0508	no
Freddie Freeman	4	-0.0492	no
Nico Hoerner	3	-0.0491	no
Richie Palacios	3	-0.0488	no
Denzer Guzman	3	-0.0468	no
Christian Koss	3	-0.0463	no
Andrew Benintendi	1	-0.0445	no
Jackson Chourio	3	-0.0439	no
Cedric Mullins	2	-0.0438	no
CJ Abrams	2	-0.0435	no
Cole Carrigg	2	-0.0415	no
Sean Murphy	3	-0.0413	no
Josh Naylor	4	-0.0412	no
Zach Neto	4	-0.0412	no
Gary Sánchez	1	-0.0412	no
Nicky Lopez	1	-0.0409	no
David Hamilton	1	-0.0403	no
Otto Lopez	3	-0.0399	no
Gleyber Torres	1	-0.0397	no
Mark Vientos	2	-0.0392	no
Joey Ortiz	3	-0.0382	no
Donovan Walton	3	-0.0381	no
Dylan Crews	2	-0.0378	no
Christian Encarnacion-Strand	2	-0.0376	no
Mickey Moniak	2	-0.0371	no
Josh Smith	2	-0.0371	no
JJ Bleday	2	-0.0365	no
Tommy White	1	-0.0351	no
James Wood	2	-0.0350	no
Joe Mack	1	-0.0347	no
Brandon Nimmo	3	-0.0339	no
Konnor Griffin	2	-0.0339	no
Ronny Simon	2	-0.0335	no
Masyn Winn	2	-0.0330	no
Keibert Ruiz	1	-0.0327	no
Heriberto Hernández	3	-0.0321	no
Juan Brito	1	-0.0321	no
Josh Jung	2	-0.0305	no
Nick Sogard	4	-0.0301	no
Chase DeLauter	3	-0.0300	no
Adael Amador	1	-0.0297	no
Elly De La Cruz	3	-0.0259	no
Bobby Witt Jr.	3	-0.0258	no
Salvador Perez	3	-0.0252	no
Travis Bazzana	3	-0.0236	no
Angel Martínez	1	-0.0233	no
Marcelo Mayer	2	-0.0230	no
Francisco Lindor	3	-0.0227	no
Troy Johnston	1	-0.0224	no
Jose Siri	2	-0.0224	no
Drew Gilbert	2	-0.0223	no
David Fry	1	-0.0221	no
Jakob Marsee	2	-0.0215	no
Michael Harris II	4	-0.0198	no
Anthony Volpe	2	-0.0189	no
Brooks Lee	3	-0.0188	no
Pedro Ramirez	3	-0.0188	no
Henry Davis	1	-0.0180	no
Elias Díaz	1	-0.0179	no
Spencer Horwitz	2	-0.0168	no
Emmanuel Rodriguez	3	-0.0160	no
Bryan De La Cruz	1	-0.0155	no
Cal Raleigh	4	-0.0152	no
Nick Loftin	2	-0.0149	no
Walker Jenkins	2	-0.0140	no
Danny Jansen	3	-0.0140	no
Riley Greene	1	-0.0135	no
Leody Taveras	1	-0.0128	no
TJ Rumfield	3	-0.0124	no
Alan Roden	2	-0.0121	no
Dane Myers	2	-0.0117	no
Spencer Jones	4	-0.0117	no
Victor Bericoto	1	-0.0113	no
Ben Malgeri	2	-0.0110	no
Dillon Dingler	1	-0.0109	no
Josh Lowe	1	-0.0105	no
Luis Torrens	1	-0.0100	no
Jake McCarthy	3	-0.0084	no
Deyvison De Los Santos	1	-0.0082	no
Esteury Ruiz	1	-0.0081	no
Jared Serna	1	-0.0081	no
Brett Harris	1	-0.0080	no
Andy Pages	3	-0.0078	no
Kyle Isbel	2	-0.0071	no
Maikel Garcia	2	-0.0070	no
Jonah Heim	2	-0.0063	no
Ha-Seong Kim	1	-0.0061	no
Victor Mesa Jr.	1	-0.0057	no
Zach McKinstry	1	-0.0051	no
Nathan Church	3	-0.0043	no
Jonathan Aranda	2	-0.0040	no
Josh Bell	1	-0.0035	no
Carlos Jorge	1	-0.0034	no
Yohandy Morales	1	-0.0025	no
John Rave	2	-0.0024	no
Andrés Chaparro	1	-0.0024	no
Brady House	1	-0.0024	no
Austin Hays	1	-0.0022	no
Brice Turang	4	-0.0021	no
Nasim Nuñez	1	-0.0017	no
Amed Rosario	2	-0.0015	no
Ezequiel Duran	3	-0.0013	no
Jacob Gonzalez	1	-0.0011	no
Coby Mayo	2	-0.0011	no
Vinnie Pasquantino	3	-0.0006	no
Colton Cowser	2	-0.0006	no
Brock Rodden	1	+0.0005	no
Carson Kelly	3	+0.0008	no
Luis Lara	2	+0.0009	no
Michael Arroyo	1	+0.0011	no
Ben Ross	1	+0.0013	no
Harry Ford	1	+0.0017	no
Jacob Young	1	+0.0024	no
Royce Lewis	1	+0.0027	no
Michael Massey	2	+0.0028	no
Nathaniel Lowe	1	+0.0033	no
Tyler Stephenson	1	+0.0034	no
Ke'Bryan Hayes	1	+0.0035	no
Hao-Yu Lee	2	+0.0046	no
Carter Jensen	3	+0.0055	no
Jeremiah Jackson	2	+0.0055	no
Vladimir Guerrero Jr.	1	+0.0066	no
Zac Veen	2	+0.0068	no
Brett Sullivan	1	+0.0070	no
Dylan Beavers	2	+0.0071	no
Jac Caglianone	2	+0.0075	no
Pete Alonso	2	+0.0076	no
Brian Navarreto	1	+0.0079	no
Andrew Knizner	1	+0.0082	no
Bo Davidson	1	+0.0083	no
Tommy Edman	4	+0.0086	no
Isaac Collins	1	+0.0087	no
Brett Baty	1	+0.0097	no
Kyle Karros	3	+0.0103	no
Max Clark	1	+0.0108	no
Jordan Beck	1	+0.0108	no
Shay Whitcomb	1	+0.0109	no
Carlos Narváez	1	+0.0125	no
Javier Sanoja	3	+0.0127	no
Patrick Bailey	2	+0.0128	no
Kevin McGonigle	1	+0.0132	no
Ozzie Albies	4	+0.0133	no
Jordan Walker	3	+0.0135	no
Aaron Sabato	2	+0.0136	no
Mauricio Dubón	4	+0.0136	no
Mickey Gasper	1	+0.0136	no
Xander Bogaerts	5	+0.0137	no
Leonardo Bernal	3	+0.0138	no
Isiah Kiner-Falefa	1	+0.0139	no
Jeremy Peña	3	+0.0142	no
Tyler Heineman	1	+0.0146	no
Drew Cavanaugh	2	+0.0165	no
José Caballero	1	+0.0168	no
Lane Thomas	1	+0.0172	no
Oneil Cruz	2	+0.0176	no
Justin Foscue	1	+0.0181	no
Ryan Kreidler	2	+0.0189	no
Julio Rodríguez	3	+0.0190	no
Hunter Feduccia	1	+0.0202	no
Heliot Ramos	4	+0.0207	no
Spencer Torkelson	2	+0.0210	no
Ryan O'Hearn	2	+0.0211	no
Kyle Stowers	2	+0.0215	no
Connor Norby	2	+0.0216	no
Randy Arozarena	4	+0.0220	no
Michael Conforto	3	+0.0220	no
Ryan Jeffers	2	+0.0221	no
Leo Rivas	2	+0.0226	no
Francisco Alvarez	2	+0.0237	no
John Peck	2	+0.0240	no
Eugenio Suárez	2	+0.0244	no
Bryce Teodosio	3	+0.0244	no
Kody Clemens	2	+0.0255	no
Christian Vázquez	1	+0.0265	no
Seiya Suzuki	4	+0.0276	no
Ian Happ	4	+0.0283	no
Luke Keaschall	3	+0.0287	no
Dustin Harris	4	+0.0303	no
Paul Goldschmidt	2	+0.0308	no
Wyatt Langford	3	+0.0321	no
Dansby Swanson	4	+0.0335	no
José Ramírez	3	+0.0336	no
Turner Hill	2	+0.0338	no
Ronald Acuña Jr.	3	+0.0345	no
Javier Báez	1	+0.0348	no
Gunnar Henderson	2	+0.0353	no
Evan Carter	1	+0.0357	no
Corey Seager	3	+0.0358	no
Sal Frelick	1	+0.0363	no
Eduardo Valencia	1	+0.0366	no
Nick Morabito	2	+0.0370	no
Christian Moore	4	+0.0372	no
Agustín Ramírez	3	+0.0386	no
Jorbit Vivas	1	+0.0392	no
Jared Triolo	1	+0.0401	no
Michael Busch	4	+0.0402	no
Héctor Rodríguez	2	+0.0405	no
Daylen Lile	1	+0.0418	no
Trent Grisham	1	+0.0421	no
Trea Turner	3	+0.0428	no
Ezequiel Tovar	2	+0.0430	no
Christian Walker	4	+0.0436	no
Griffin Conine	2	+0.0458	no
Jarren Duran	2	+0.0472	no
Jahmai Jones	2	+0.0488	no
Wade Meckler	3	+0.0491	no
Ryan McMahon	2	+0.0503	no
Brandon Marsh	2	+0.0508	no
J.T. Realmuto	3	+0.0533	no
Christian Yelich	3	+0.0542	no
Myles Straw	2	+0.0580	no
Braden Montgomery	2	+0.0582	no
Mookie Betts	4	+0.0584	no
Lucas Spence	2	+0.0602	no
Brandon Valenzuela	1	+0.0616	no
Jonah Cox	3	+0.0619	no
Bryan Torres	2	+0.0623	no
Marcus Semien	3	+0.0629	no
Ernie Clement	2	+0.0629	no
Alex Bregman	1	+0.0652	no
Andrés Giménez	1	+0.0662	no
Austin Riley	4	+0.0671	no
Chase Meidroth	3	+0.0672	no
Hunter Goodman	3	+0.0686	no
Brayan Rocchio	3	+0.0693	no
Lazaro Montes	4	+0.0718	no
Thomas Saggese	2	+0.0722	no
Brandon Lowe	3	+0.0725	no
Steven Kwan	3	+0.0737	no
Pete Crow-Armstrong	4	+0.0744	no
Cole Young	4	+0.0768	no
Munetaka Murakami	1	+0.0778	no
Max Muncy	2	+0.0799	no
Yordan Alvarez	4	+0.0802	no
Drake Baldwin	4	+0.0807	no
Bryce Harper	3	+0.0823	no
Jo Adell	3	+0.0833	no
Cooper Pratt	2	+0.0834	no
Willson Contreras	1	+0.0834	no
Jose Altuve	4	+0.0835	no
Kyle Teel	1	+0.0836	no
Sal Stewart	3	+0.0853	no
Iván Herrera	3	+0.0857	no
Luis Arraez	3	+0.0868	no
Jazz Chisholm Jr.	2	+0.0883	no
Cody Bellinger	4	+0.0891	no
Jeff McNeil	3	+0.0900	no
Jonny DeLuca	3	+0.0908	no
Ceddanne Rafaela	3	+0.0945	no
Yainer Diaz	4	+0.0948	no
Kyle Schwarber	3	+0.0970	no
Luis García Jr.	2	+0.1000	no
Mike Trout	4	+0.1008	no
Chandler Simpson	3	+0.1009	no
Ryan Vilade	1	+0.1082	no
Carlos Cortes	3	+0.1101	no
Vaughn Grissom	4	+0.1116	no
Roman Anthony	3	+0.1239	no
Ben Rice	5	+0.1315	no
Liam Hicks	3	+0.1337	no
Caleb Durbin	4	+0.1439	no
Miguel Vargas	3	+0.1448	no
Samad Taylor	3	+0.1453	no
Alec Burleson	3	+0.1656	no
Pavin Smith	2	+0.1804	no
Shea Langeliers	3	+0.1869	no
Jackson Merrill	5	+0.1885	no
Jake Cronenworth	5	+0.2033	no
Lars Nootbaar	2	+0.2684	no
Nolan Arenado	3	+0.4232	no
Geraldo Perdomo	3	+0.4437	no

derived_pitcher_hit_rate_allowed [all] · H / pitcher · 92 players

player	games	KPI gain	left out of verdict
Jacob Misiorowski	9	-0.5923	no
Max Fried	6	-0.3525	no
Kyle Freeland	6	-0.3059	no
Cody Bradford	9	-0.2293	no
Logan Gilbert	8	-0.1868	no
Matthew Liberatore	9	-0.1723	no
Aaron Nola	7	-0.1610	no
Janson Junk	8	-0.1525	no
Walbert Ureña	8	-0.1494	no
Sean Manaea	6	-0.1407	no
Zack Wheeler	7	-0.1394	no
Andrew Painter	9	-0.1257	no
Robbie Ray	17	-0.1160	no
Merrill Kelly	9	-0.0984	no
Brandon Williamson	8	-0.0955	no
JR Ritchie	6	-0.0791	no
Drew Anderson	6	-0.0703	no
Shane Drohan	9	-0.0679	no
Peter Lambert	8	-0.0649	no
Michael King	15	-0.0619	no
Mason Barnett	9	-0.0472	no
Lake Bachar	7	-0.0416	no
Ethan Pecko	8	-0.0405	no
Bryan Hudson	8	-0.0401	no
Blake Snell	8	-0.0358	no
Payton Tolle	15	-0.0333	no
Connor Prielipp	9	-0.0333	no
Kade Anderson	9	-0.0270	no
Richard Lovelady	9	-0.0235	no
Ian Seymour	9	-0.0193	no
Matthew Boyd	18	-0.0191	no
Parker Messick	6	-0.0156	no
Kyle Leahy	9	-0.0146	no
Max Scherzer	9	-0.0145	no
David Sandlin	9	-0.0140	no
MacKenzie Gore	8	-0.0123	no
Zac Thornton	9	-0.0113	no
Kumar Rocker	9	-0.0100	no
Tyler Phillips	9	-0.0098	no
Tyler Mahle	9	-0.0097	no
Eduardo Rodriguez	9	-0.0083	no
Trey Gibson	5	-0.0051	no
Anthony Kay	8	-0.0044	no
Andre Pallante	6	-0.0044	no
Framber Valdez	9	-0.0026	no
Kevin Gausman	8	-0.0015	no
Randy Dobnak	4	-0.0005	no
Mason Adams	8	-0.0002	no
Ryan Johnson	9	+0.0014	no
Gerrit Cole	14	+0.0020	no
Andrew Abbott	8	+0.0021	no
Chris Bassitt	9	+0.0041	no
Cristian Javier	9	+0.0042	no
Shota Imanaga	6	+0.0056	no
Daniel Lynch IV	4	+0.0058	no
Cesar Perdomo	9	+0.0065	no
Foster Griffin	8	+0.0072	no
Sonny Gray	8	+0.0087	no
Dustin May	9	+0.0155	no
Zebby Matthews	5	+0.0162	no
Bryan Woo	9	+0.0174	no
Jeffrey Springs	7	+0.0177	no
Blade Tidwell	9	+0.0199	no
Grayson Rodriguez	9	+0.0212	no
Anthony Molina	6	+0.0220	no
Ray Kerr	8	+0.0276	no
CJ Van Eyk	7	+0.0304	no
Nolan McLean	9	+0.0387	no
Nick Pivetta	9	+0.0415	no
Taj Bradley	5	+0.0458	no
Mason Englert	5	+0.0459	no
Tanner Gordon	8	+0.0459	no
Ranger Suarez	9	+0.0497	no
Brock Stewart	7	+0.0554	no
Chris Sale	6	+0.0641	no
Seth Lugo	9	+0.0757	no
Brady Singer	9	+0.0843	no
Daniel Espino	9	+0.0862	no
Riley Cornelio	7	+0.0883	no
Paul Skenes	9	+0.1010	no
Hayden Wesneski	9	+0.1055	no
Michael Soroka	8	+0.1233	no
Yoshinobu Yamamoto	8	+0.1405	no
Jack Perkins	9	+0.1415	no
George Kirby	7	+0.1444	no
Brady Basso	6	+0.1460	no
Tyler Glasnow	9	+0.1631	no
Ryan Gusto	8	+0.1906	no
Jared Jones	7	+0.2128	no
Logan Henderson	9	+0.2232	no
Cam Schlittler	17	+0.2896	no
Drew Rasmussen	17	+0.4719	no

pitcher_walk_rate [average] · BB / pitcher · 44 players

player	games	KPI gain	left out of verdict
Drew Anderson	6	-0.1485	no
Mason Adams	8	-0.1142	no
Nolan McLean	9	-0.1108	no
Blade Tidwell	9	-0.1034	no
Taj Bradley	5	-0.0669	no
Peter Lambert	8	-0.0528	no
Merrill Kelly	9	-0.0346	no
Matthew Liberatore	9	-0.0342	no
Michael King	15	-0.0307	no
Anthony Molina	6	-0.0306	no
Jeffrey Springs	7	-0.0301	no
Cesar Perdomo	9	-0.0296	no
Hayden Wesneski	9	-0.0282	no
Jack Perkins	9	-0.0263	no
Daniel Espino	9	-0.0196	no
CJ Van Eyk	7	-0.0158	no
Brady Singer	9	-0.0137	no
David Sandlin	9	-0.0115	no
Brock Stewart	7	-0.0050	no
Tyler Glasnow	9	-0.0034	no
MacKenzie Gore	8	-0.0028	no
Lake Bachar	7	-0.0019	no
Randy Dobnak	4	+0.0002	no
Kumar Rocker	9	+0.0005	no
Grayson Rodriguez	9	+0.0006	no
Blake Snell	8	+0.0008	no
Shane Drohan	9	+0.0032	no
Ryan Johnson	9	+0.0035	no
Framber Valdez	9	+0.0042	no
Connor Prielipp	9	+0.0099	no
Cristian Javier	9	+0.0173	no
Jared Jones	7	+0.0182	no
Max Scherzer	9	+0.0198	no
Ray Kerr	8	+0.0224	no
Andrew Painter	9	+0.0240	no
Chris Bassitt	9	+0.0268	no
Tyler Phillips	9	+0.0310	no
Dustin May	9	+0.0334	no
Anthony Kay	8	+0.0441	no
Ethan Pecko	8	+0.0575	no
Eduardo Rodriguez	9	+0.1060	no
Max Fried	6	+0.1296	no
Zack Wheeler	7	+0.1367	no
Aaron Nola	7	+0.2024	no

derived_batter_hit_rate [average] · H / batter · 174 players

player	games	KPI gain	left out of verdict
Ketel Marte	3	-0.3862	no
Tim Tawa	3	-0.3811	no
Corbin Carroll	3	-0.3269	no
Garrett Mitchell	4	-0.1926	no
Isaac Paredes	4	-0.1499	no
Matt Olson	4	-0.1372	no
George Lombard Jr.	5	-0.1333	no
Ethan Salas	2	-0.1327	no
Zack Gelof	2	-0.1127	no
Luis Campusano	2	-0.1106	no
Wilyer Abreu	4	-0.1067	no
JJ Wetherholt	2	-0.1036	no
Will Smith	3	-0.1008	no
Juan Soto	3	-0.0988	no
Jake Bauers	4	-0.0966	no
Jake Burger	3	-0.0965	no
Bryson Stott	3	-0.0854	no
A.J. Ewing	3	-0.0819	no
Kazuma Okamoto	2	-0.0721	no
George Springer	1	-0.0679	no
Mike Yastrzemski	1	-0.0669	no
Adley Rutschman	3	-0.0647	no
Rafael Flores Jr.	2	-0.0551	no
Trevor Story	3	-0.0541	no
Bryan Reynolds	2	-0.0508	no
Brice Turang	3	-0.0483	no
Denzer Guzman	3	-0.0468	no
Christian Koss	3	-0.0463	no
Andrew Benintendi	1	-0.0445	no
Sean Murphy	3	-0.0413	no
Zach Neto	4	-0.0412	no
Nicky Lopez	1	-0.0409	no
David Hamilton	1	-0.0403	no
Gleyber Torres	1	-0.0397	no
Mark Vientos	2	-0.0392	no
Donovan Walton	3	-0.0381	no
Christian Encarnacion-Strand	2	-0.0376	no
Mickey Moniak	2	-0.0371	no
Tommy White	1	-0.0351	no
James Wood	2	-0.0350	no
Joe Mack	1	-0.0347	no
Drew Gilbert	1	-0.0345	no
Ronny Simon	2	-0.0335	no
Masyn Winn	2	-0.0330	no
Juan Brito	1	-0.0321	no
Nick Sogard	4	-0.0301	no
Adael Amador	1	-0.0297	no
Salvador Perez	3	-0.0252	no
Travis Bazzana	3	-0.0236	no
Jose Siri	2	-0.0224	no
David Fry	1	-0.0221	no
Anthony Volpe	2	-0.0189	no
Elias Díaz	1	-0.0179	no
Spencer Horwitz	2	-0.0168	no
Emmanuel Rodriguez	3	-0.0160	no
Bryan De La Cruz	1	-0.0155	no
Nick Loftin	2	-0.0149	no
Walker Jenkins	2	-0.0140	no
Alan Roden	2	-0.0121	no
Dane Myers	2	-0.0117	no
Spencer Jones	4	-0.0117	no
Victor Bericoto	1	-0.0113	no
Ben Malgeri	2	-0.0110	no
Dillon Dingler	1	-0.0109	no
Luis Torrens	1	-0.0100	no
Deyvison De Los Santos	1	-0.0082	no
Jared Serna	1	-0.0081	no
Brett Harris	1	-0.0080	no
Maikel Garcia	2	-0.0070	no
Ha-Seong Kim	1	-0.0061	no
Victor Mesa Jr.	1	-0.0057	no
Carlos Jorge	1	-0.0034	no
Yohandy Morales	1	-0.0025	no
John Rave	2	-0.0024	no
Andrés Chaparro	1	-0.0024	no
Brady House	1	-0.0024	no
Austin Hays	1	-0.0022	no
Amed Rosario	2	-0.0015	no
Richie Palacios	1	-0.0013	no
Jacob Gonzalez	1	-0.0011	no
Coby Mayo	2	-0.0011	no
Vinnie Pasquantino	3	-0.0006	no
Brock Rodden	1	+0.0005	no
Luis Lara	2	+0.0009	no
Michael Arroyo	1	+0.0011	no
Ben Ross	1	+0.0013	no
Harry Ford	1	+0.0017	no
Dylan Crews	1	+0.0024	no
Jacob Young	1	+0.0024	no
Nathaniel Lowe	1	+0.0033	no
Tyler Stephenson	1	+0.0034	no
Jeremiah Jackson	2	+0.0055	no
Zac Veen	2	+0.0068	no
Brett Sullivan	1	+0.0070	no
Dylan Beavers	2	+0.0071	no
Pete Alonso	2	+0.0076	no
Brian Navarreto	1	+0.0079	no
Andrew Knizner	1	+0.0082	no
Bo Davidson	1	+0.0083	no
Alec Bohm	1	+0.0086	no
Tommy Edman	4	+0.0086	no
Brett Baty	1	+0.0097	no
Kyle Karros	3	+0.0103	no
Max Clark	1	+0.0108	no
Jordan Beck	1	+0.0108	no
Shay Whitcomb	1	+0.0109	no
Ozzie Albies	4	+0.0133	no
Aaron Sabato	2	+0.0136	no
Mickey Gasper	1	+0.0136	no
Leonardo Bernal	3	+0.0138	no
Isiah Kiner-Falefa	1	+0.0139	no
Tyler Heineman	1	+0.0146	no
Drew Cavanaugh	2	+0.0165	no
José Caballero	1	+0.0168	no
Christian Yelich	2	+0.0183	no
Julio Rodríguez	3	+0.0190	no
Heliot Ramos	4	+0.0207	no
Kyle Stowers	2	+0.0215	no
Connor Norby	2	+0.0216	no
Michael Conforto	3	+0.0220	no
Ryan Jeffers	2	+0.0221	no
Leo Rivas	2	+0.0226	no
Francisco Alvarez	2	+0.0237	no
John Peck	2	+0.0240	no
Bryce Teodosio	3	+0.0244	no
Kody Clemens	2	+0.0255	no
Dustin Harris	4	+0.0303	no
Paul Goldschmidt	2	+0.0308	no
Lawrence Butler	1	+0.0315	no
Wyatt Langford	3	+0.0321	no
Turner Hill	2	+0.0338	no
Ronald Acuña Jr.	3	+0.0345	no
Javier Báez	1	+0.0348	no
Sal Frelick	1	+0.0363	no
Eduardo Valencia	1	+0.0366	no
Cooper Pratt	1	+0.0366	no
Nick Morabito	2	+0.0370	no
Christian Moore	4	+0.0372	no
Agustín Ramírez	3	+0.0386	no
Jorbit Vivas	1	+0.0392	no
Jared Triolo	1	+0.0401	no
Héctor Rodríguez	2	+0.0405	no
Trea Turner	3	+0.0428	no
Carson Kelly	1	+0.0442	no
Griffin Conine	2	+0.0458	no
Iván Herrera	1	+0.0481	no
Jahmai Jones	2	+0.0488	no
Myles Straw	2	+0.0580	no
Lucas Spence	2	+0.0602	no
Jonah Cox	3	+0.0619	no
Bryan Torres	2	+0.0623	no
Andrés Giménez	1	+0.0662	no
Hunter Goodman	3	+0.0686	no
Brayan Rocchio	3	+0.0693	no
Lazaro Montes	4	+0.0718	no
Thomas Saggese	2	+0.0722	no
Cole Young	4	+0.0768	no
Max Muncy	2	+0.0799	no
Bryce Harper	3	+0.0823	no
Jo Adell	3	+0.0833	no
Willson Contreras	1	+0.0834	no
Jose Altuve	4	+0.0835	no
Kyle Teel	1	+0.0836	no
Ryan Vilade	1	+0.1082	no
Carlos Cortes	3	+0.1101	no
Vaughn Grissom	4	+0.1116	no
Roman Anthony	3	+0.1239	no
Ben Rice	5	+0.1315	no
Caleb Durbin	4	+0.1439	no
Miguel Vargas	3	+0.1448	no
Samad Taylor	3	+0.1453	no
Pavin Smith	2	+0.1804	no
Nolan Arenado	3	+0.4232	no
Geraldo Perdomo	3	+0.4437	no

derived_pitcher_hit_rate_allowed [average] · H / pitcher · 41 players

player	games	KPI gain	left out of verdict
Payton Tolle	9	-0.1519	no
Brandon Williamson	8	-0.0955	no
Drew Anderson	6	-0.0703	no
Ethan Pecko	8	-0.0405	no
Bryan Hudson	8	-0.0401	no
Connor Prielipp	9	-0.0333	no
Robbie Ray	9	-0.0333	no
Kade Anderson	9	-0.0270	no
Ian Seymour	9	-0.0193	no
Matthew Boyd	18	-0.0191	no
Max Scherzer	9	-0.0145	no
David Sandlin	9	-0.0140	no
MacKenzie Gore	8	-0.0123	no
Tyler Phillips	9	-0.0098	no
Tyler Mahle	9	-0.0097	no
Eduardo Rodriguez	9	-0.0083	no
Trey Gibson	5	-0.0051	no
Anthony Kay	8	-0.0044	no
Framber Valdez	9	-0.0026	no
Mason Adams	8	-0.0002	no
Ryan Johnson	9	+0.0014	no
Gerrit Cole	14	+0.0020	no
Shota Imanaga	6	+0.0056	no
Cesar Perdomo	9	+0.0065	no
Foster Griffin	8	+0.0072	no
Sonny Gray	8	+0.0087	no
Zebby Matthews	5	+0.0162	no
Bryan Woo	9	+0.0174	no
Blade Tidwell	9	+0.0199	no
Anthony Molina	6	+0.0220	no
Ray Kerr	8	+0.0276	no
CJ Van Eyk	7	+0.0304	no
Nick Pivetta	9	+0.0415	no
Ranger Suarez	9	+0.0497	no
Brock Stewart	7	+0.0554	no
Chris Sale	6	+0.0641	no
Daniel Espino	9	+0.0862	no
Paul Skenes	9	+0.1010	no
Hayden Wesneski	9	+0.1055	no
Michael Soroka	8	+0.1233	no
Jared Jones	7	+0.2128	no

pitcher_strikeout_rate [weak] · SO / pitcher · 24 players

player	games	KPI gain	left out of verdict
Framber Valdez	9	-0.2640	no
Ryan Gusto	8	-0.1871	no
Max Scherzer	9	-0.1777	no
Tanner Gordon	8	-0.1396	no
Zac Thornton	9	-0.0720	no
Blade Tidwell	9	-0.0657	no
Jeffrey Springs	7	-0.0631	no
Tyler Phillips	9	-0.0579	no
Trey Gibson	5	-0.0407	no
Andrew Abbott	8	-0.0403	no
Matthew Boyd	18	-0.0329	no
Daniel Lynch IV	4	-0.0321	no
Hayden Wesneski	9	-0.0267	no
Robbie Ray	17	-0.0224	no
Seth Lugo	9	+0.0308	no
Grayson Rodriguez	9	+0.0518	no
Richard Lovelady	9	+0.0957	no
Eduardo Rodriguez	9	+0.1218	no
Ryan Johnson	9	+0.1354	no
Brandon Williamson	8	+0.1426	no
Anthony Kay	8	+0.1896	no
Brady Basso	6	+0.2887	no
Brady Singer	9	+0.3116	no
Kyle Freeland	6	+0.3283	no

pitcher_walk_rate [weak] · BB / pitcher · 3 players

player	games	KPI gain	left out of verdict
Andrew Abbott	8	-0.2929	no
Walbert Ureña	8	-0.2157	no
Richard Lovelady	9	-0.0438	no

pitcher_walk_rate [poor] · BB / pitcher · 6 players

player	games	KPI gain	left out of verdict
Trey Gibson	5	-0.4195	no
Brandon Williamson	8	-0.3960	no
JR Ritchie	6	-0.0926	no
Robbie Ray	17	-0.0917	no
Mason Barnett	9	-0.0835	no
Riley Cornelio	7	+0.0599	no

pitcher_home_run_rate_allowed [poor] · HR / pitcher · 15 players

player	games	KPI gain	left out of verdict
Shota Imanaga	6	-0.2053	no
Gerrit Cole	14	-0.1853	no
Brady Singer	9	-0.1836	no
Ryan Johnson	9	-0.1361	no
Ian Seymour	9	-0.1317	no
Aaron Nola	7	-0.1307	no
Merrill Kelly	9	-0.1088	no
Mason Barnett	9	-0.0920	no
Jeffrey Springs	7	-0.0916	no
Kyle Freeland	6	-0.0870	no
Max Scherzer	9	-0.0687	no
Matthew Liberatore	9	-0.0556	no
Tanner Gordon	8	-0.0486	no
Zebby Matthews	5	-0.0210	no
Mason Englert	5	-0.0112	no

pitcher_strikeout_rate [strong] · SO / pitcher · 12 players

player	games	KPI gain	left out of verdict
Yoshinobu Yamamoto	8	-1.1330	no
Logan Gilbert	8	-0.9636	no
Taj Bradley	5	-0.5288	no
Nolan McLean	9	-0.2801	no
Lake Bachar	7	-0.1667	no
Gerrit Cole	14	-0.0687	no
Jack Perkins	9	+0.1041	no
Nick Pivetta	9	+0.1831	no
Parker Messick	6	+0.2234	no
Jared Jones	7	+0.2468	no
Paul Skenes	9	+0.5180	no
Drew Rasmussen	17	+0.7497	no

pitcher_strikeout_rate [elite] · SO / pitcher · 9 players

player	games	KPI gain	left out of verdict
Logan Henderson	9	-1.1943	no
Payton Tolle	15	-0.8297	no
Cam Schlittler	17	-0.7326	no
Ian Seymour	9	-0.6976	no
Jacob Misiorowski	9	-0.5358	no
Blake Snell	8	-0.3591	no
Tyler Glasnow	9	+0.8367	no
Chris Sale	6	+1.1177	no
Zack Wheeler	7	+1.6331	no

derived_batter_hit_rate [poor] · H / batter · 27 players

player	games	KPI gain	left out of verdict
Manny Machado	5	-0.1438	no
Taylor Trammell	2	-0.1228	no
Cam Smith	4	-0.1144	no
J.P. Crawford	4	-0.0840	no
Colson Montgomery	3	-0.0728	no
Matt McLain	3	-0.0722	no
Austin Wells	4	-0.0576	no
Taylor Walls	1	-0.0506	no
Cedric Mullins	2	-0.0438	no
Gary Sánchez	1	-0.0412	no
JJ Bleday	1	-0.0397	no
Henry Davis	1	-0.0180	no
Cal Raleigh	4	-0.0152	no
Zach McKinstry	1	-0.0051	no
Nasim Nuñez	1	-0.0017	no
Ke'Bryan Hayes	1	+0.0035	no
Isaac Collins	1	+0.0087	no
Carlos Narváez	1	+0.0125	no
Eugenio Suárez	2	+0.0244	no
Ian Happ	4	+0.0283	no
Evan Carter	1	+0.0357	no
Dansby Swanson	1	+0.0408	no
Trent Grisham	1	+0.0421	no
Jarren Duran	2	+0.0472	no
J.T. Realmuto	2	+0.0616	no
Munetaka Murakami	1	+0.0778	no
Kyle Schwarber	3	+0.0970	no

derived_batter_hit_rate [elite] · H / batter · 32 players

player	games	KPI gain	left out of verdict
Gabriel Moreno	3	-0.4817	no
Fernando Tatis Jr.	5	-0.3106	no
Yandy Díaz	3	-0.2067	no
Ty France	5	-0.1034	no
Nick Gonzales	2	-0.0765	no
Jake Mangum	2	-0.0569	no
Freddie Freeman	4	-0.0492	no
Jackson Chourio	3	-0.0439	no
Otto Lopez	3	-0.0399	no
Keibert Ruiz	1	-0.0327	no
Josh Jung	2	-0.0305	no
Chase DeLauter	3	-0.0300	no
Elly De La Cruz	3	-0.0259	no
Bobby Witt Jr.	2	-0.0233	no
Michael Harris II	4	-0.0198	no
Wade Meckler	1	-0.0164	no
TJ Rumfield	3	-0.0124	no
Jake McCarthy	3	-0.0084	no
Michael Massey	2	+0.0028	no
Jac Caglianone	2	+0.0075	no
Javier Sanoja	3	+0.0127	no
Mauricio Dubón	4	+0.0136	no
Jeremy Peña	3	+0.0142	no
Ernie Clement	2	+0.0629	no
Yordan Alvarez	4	+0.0802	no
Drake Baldwin	4	+0.0807	no
Luis Arraez	3	+0.0868	no
Ceddanne Rafaela	3	+0.0945	no
Yainer Diaz	4	+0.0948	no
Luis García Jr.	2	+0.1000	no
Chandler Simpson	3	+0.1009	no
Alec Burleson	3	+0.1656	no

pitcher_home_run_rate_allowed [weak] · HR / pitcher · 15 players

player	games	KPI gain	left out of verdict
Andrew Painter	9	-0.1117	no
Sean Manaea	6	-0.0908	no
Brandon Williamson	8	-0.0625	no
Kevin Gausman	8	-0.0605	no
Grayson Rodriguez	9	-0.0458	no
Cristian Javier	9	-0.0455	no
Zac Thornton	9	-0.0444	no
Logan Gilbert	8	-0.0391	no
Logan Henderson	9	-0.0343	no
David Sandlin	9	-0.0269	no
Andrew Abbott	8	-0.0133	no
Trey Gibson	5	-0.0049	no
JR Ritchie	6	-0.0024	no
Jack Perkins	9	+0.0050	no
Lake Bachar	7	+0.0116	no

derived_pitcher_hit_rate_allowed [weak] · H / pitcher · 17 players

player	games	KPI gain	left out of verdict
Aaron Nola	7	-0.1610	no
Sean Manaea	6	-0.1407	no
Andrew Painter	9	-0.1257	no
Merrill Kelly	9	-0.0984	no
Shane Drohan	9	-0.0679	no
Mason Barnett	9	-0.0472	no
Richard Lovelady	9	-0.0235	no
Zac Thornton	9	-0.0113	no
Kumar Rocker	9	-0.0100	no
Andre Pallante	6	-0.0044	no
Kevin Gausman	8	-0.0015	no
Randy Dobnak	4	-0.0005	no
Andrew Abbott	8	+0.0021	no
Cristian Javier	9	+0.0042	no
Dustin May	9	+0.0155	no
Jeffrey Springs	7	+0.0177	no
Jack Perkins	9	+0.1415	no

derived_pitcher_hit_rate_allowed [strong] · H / pitcher · 15 players

player	games	KPI gain	left out of verdict
Max Fried	6	-0.3525	no
Logan Gilbert	8	-0.1868	no
Zack Wheeler	7	-0.1394	no
Robbie Ray	8	-0.0827	no
JR Ritchie	6	-0.0791	no
Peter Lambert	8	-0.0649	no
Michael King	15	-0.0619	no
Blake Snell	8	-0.0358	no
Parker Messick	6	-0.0156	no
Daniel Lynch IV	4	+0.0058	no
Nolan McLean	9	+0.0387	no
Taj Bradley	5	+0.0458	no
Riley Cornelio	7	+0.0883	no
Payton Tolle	6	+0.1186	no
Drew Rasmussen	17	+0.4719	no

derived_pitcher_hit_rate_allowed [poor] · H / pitcher · 14 players

player	games	KPI gain	left out of verdict
Kyle Freeland	6	-0.3059	no
Cody Bradford	9	-0.2293	no
Matthew Liberatore	9	-0.1723	no
Janson Junk	8	-0.1525	no
Kyle Leahy	9	-0.0146	no
Chris Bassitt	9	+0.0041	no
Grayson Rodriguez	9	+0.0212	no
Mason Englert	5	+0.0459	no
Tanner Gordon	8	+0.0459	no
Seth Lugo	9	+0.0757	no
Brady Singer	9	+0.0843	no
George Kirby	7	+0.1444	no
Brady Basso	6	+0.1460	no
Ryan Gusto	8	+0.1906	no

derived_pitcher_hit_rate_allowed [elite] · H / pitcher · 7 players

player	games	KPI gain	left out of verdict
Jacob Misiorowski	9	-0.5923	no
Walbert Ureña	8	-0.1494	no
Lake Bachar	7	-0.0416	no
Yoshinobu Yamamoto	8	+0.1405	no
Tyler Glasnow	9	+0.1631	no
Logan Henderson	9	+0.2232	no
Cam Schlittler	17	+0.2896	no

batter_strikeout_rate [poor] · SO / batter · 19 players

player	games	KPI gain	left out of verdict
Kyle Schwarber	3	-0.4835	no
Taylor Trammell	2	-0.2689	no
Kyle Stowers	2	-0.2420	no
Colson Montgomery	3	-0.1297	no
Colton Cowser	2	-0.0787	no
Spencer Jones	4	-0.0626	no
Austin Riley	4	-0.0608	no
Spencer Torkelson	2	-0.0566	no
Trevor Story	3	-0.0548	no
Munetaka Murakami	1	+0.0060	no
Esteury Ruiz	1	+0.0430	no
Carlos Narváez	1	+0.0532	no
Oneil Cruz	2	+0.0932	no
Jose Siri	2	+0.1104	no
Cal Raleigh	4	+0.1429	no
Hunter Goodman	3	+0.1869	no
Garrett Mitchell	4	+0.2735	no
Zach Neto	4	+0.2753	no
Eugenio Suárez	2	+0.2785	no

batter_home_run_rate [poor] · HR / batter · 30 players

player	games	KPI gain	left out of verdict
Geraldo Perdomo	3	-0.0270	no
Josh Naylor	4	-0.0204	no
Sal Frelick	1	-0.0082	no
Carlos Narváez	1	-0.0059	no
Jared Triolo	1	-0.0057	no
Sam Antonacci	1	-0.0031	no
Jorbit Vivas	1	-0.0021	no
Isaac Collins	1	-0.0019	no
Luke Keaschall	3	-0.0017	no
Nick Gonzales	2	-0.0010	no
Jake Mangum	2	-0.0009	no
David Hamilton	1	-0.0007	no
Zach McKinstry	1	+0.0004	no
Luis Lara	1	+0.0034	no
Nasim Nuñez	1	+0.0035	no
Masyn Winn	2	+0.0048	no
Myles Straw	2	+0.0055	no
Nicky Lopez	1	+0.0064	no
Justin Crawford	3	+0.0070	no
Vladimir Guerrero Jr.	1	+0.0085	no
Ernie Clement	2	+0.0085	no
Wade Meckler	3	+0.0088	no
Chandler Simpson	3	+0.0090	no
Troy Johnston	1	+0.0094	no
Anthony Volpe	1	+0.0096	no
Nico Hoerner	3	+0.0113	no
Luis Arraez	3	+0.0129	no
Maikel Garcia	2	+0.0133	no
Taylor Walls	3	+0.0152	no
Steven Kwan	3	+0.0156	no

batter_walk_rate [elite] · BB / batter · 29 players

player	games	KPI gain	left out of verdict
Mike Trout	4	-0.1289	no
Yordan Alvarez	4	-0.1184	no
Bryce Harper	3	-0.1005	no
Kyle Tucker	4	-0.0737	no
Kevin McGonigle	1	-0.0647	no
Juan Soto	3	-0.0645	no
JJ Bleday	2	-0.0630	no
Kyle Schwarber	3	-0.0495	no
James Wood	2	-0.0369	no
Michael Busch	4	-0.0276	no
Gary Sánchez	1	-0.0149	no
Ben Rice	5	-0.0119	no
J.P. Crawford	4	-0.0115	no
Steven Kwan	3	-0.0042	no
Xander Bogaerts	2	+0.0026	no
Miguel Vargas	3	+0.0120	no
Bryan Reynolds	2	+0.0143	no
Geraldo Perdomo	3	+0.0165	no
Trent Grisham	1	+0.0201	no
Lars Nootbaar	2	+0.0325	no
Munetaka Murakami	1	+0.0338	no
Jakob Marsee	2	+0.0503	no
Seiya Suzuki	4	+0.0517	no
Ian Happ	4	+0.0544	no
Jake Bauers	4	+0.0833	no
Cal Raleigh	4	+0.0960	no
Brice Turang	4	+0.1247	no
Shohei Ohtani	3	+0.1494	no
Gleyber Torres	1	+0.1533	no

batter_home_run_rate [weak] · HR / batter · 40 players

player	games	KPI gain	left out of verdict
Javier Sanoja	3	-0.0617	no
Otto Lopez	3	-0.0487	no
Garrett Mitchell	4	-0.0404	no
Anthony Volpe	1	-0.0144	no
Jakob Marsee	2	-0.0111	no
Nick Loftin	2	-0.0079	no
Leody Taveras	1	-0.0063	no
Cooper Pratt	2	-0.0053	no
Brandon Nimmo	3	-0.0051	no
Marcelo Mayer	2	-0.0048	no
Dylan Beavers	2	-0.0040	no
Konnor Griffin	2	-0.0016	no
Mauricio Dubón	4	+0.0006	no
Brett Baty	1	+0.0007	no
Braden Montgomery	2	+0.0019	no
Kyle Isbel	2	+0.0022	no
Christian Koss	1	+0.0036	no
Joey Ortiz	1	+0.0045	no
Gleyber Torres	1	+0.0070	no
Evan Carter	1	+0.0085	no
Jacob Young	1	+0.0099	no
Hunter Feduccia	1	+0.0101	no
Nathan Church	3	+0.0102	no
Trevor Story	3	+0.0127	no
Andrés Giménez	1	+0.0127	no
A.J. Ewing	3	+0.0167	no
Bryson Stott	3	+0.0186	no
Christian Yelich	2	+0.0206	no
Connor Norby	2	+0.0231	no
Dane Myers	2	+0.0231	no
Spencer Horwitz	2	+0.0237	no
Jeff McNeil	3	+0.0238	no
Alika Williams	1	+0.0249	no
Brayan Rocchio	3	+0.0261	no
Jake Cronenworth	5	+0.0267	no
Nick Sogard	4	+0.0269	no
Caleb Durbin	4	+0.0272	no
Ezequiel Tovar	2	+0.0282	no
José Ramírez	3	+0.0327	no
Xander Bogaerts	5	+0.0379	no

batter_walk_rate [poor] · BB / batter · 25 players

player	games	KPI gain	left out of verdict
Michael Harris II	4	-0.0784	no
Jo Adell	3	-0.0509	no
Ernie Clement	2	-0.0402	no
Alika Williams	1	-0.0369	no
Keibert Ruiz	1	-0.0136	no
Jeremiah Jackson	2	-0.0098	no
Nicky Lopez	1	-0.0097	no
Christian Koss	1	+0.0017	no
Jeremy Peña	3	+0.0019	no
Andrés Giménez	1	+0.0027	no
Angel Martínez	1	+0.0038	no
Kyle Isbel	2	+0.0042	no
Michael Massey	2	+0.0045	no
Jonny DeLuca	3	+0.0065	no
Elias Díaz	1	+0.0085	no
Salvador Perez	3	+0.0096	no
Ceddanne Rafaela	3	+0.0129	no
Trevor Story	3	+0.0226	no
Mickey Moniak	2	+0.0303	no
Dillon Dingler	1	+0.0330	no
Yainer Diaz	4	+0.0409	no
Jake McCarthy	3	+0.0447	no
Chandler Simpson	3	+0.0493	no
Luis Arraez	3	+0.0528	no
Luis García Jr.	2	+0.0749	no

batter_home_run_rate [strong] · HR / batter · 55 players

player	games	KPI gain	left out of verdict
Yainer Diaz	4	-0.0760	no
Jackson Chourio	3	-0.0573	no
Jake Bauers	4	-0.0567	no
Dominic Canzone	4	-0.0391	no
Cal Raleigh	4	-0.0382	no
Randy Arozarena	4	-0.0352	no
Jeremy Peña	3	-0.0331	no
Angel Martínez	1	-0.0256	no
Zach Neto	4	-0.0250	no
Jake Burger	3	-0.0221	no
Amed Rosario	2	-0.0181	no
Gary Sánchez	1	-0.0175	no
Joe Mack	1	-0.0125	no
Justin Foscue	1	-0.0109	no
Wyatt Langford	3	-0.0095	no
Spencer Jones	2	-0.0059	no
Paul Goldschmidt	2	-0.0033	no
Kody Clemens	2	-0.0019	no
Ryan Jeffers	2	+0.0005	no
Elly De La Cruz	1	+0.0014	no
Ryan O'Hearn	2	+0.0015	no
Brooks Lee	3	+0.0017	no
Dillon Dingler	1	+0.0020	no
Mickey Gasper	1	+0.0028	no
Drake Baldwin	4	+0.0030	no
JJ Bleday	2	+0.0046	no
Michael Harris II	4	+0.0059	no
Nathaniel Lowe	1	+0.0087	no
Spencer Torkelson	2	+0.0103	no
Corey Seager	3	+0.0137	no
Michael Conforto	3	+0.0149	no
Andrés Chaparro	1	+0.0152	no
Alex Bregman	1	+0.0155	no
Ronald Acuña Jr.	3	+0.0172	no
Isaac Paredes	1	+0.0185	no
Jordan Walker	3	+0.0192	no
Carter Jensen	3	+0.0194	no
Mark Vientos	2	+0.0197	no
Zack Gelof	2	+0.0227	no
Jac Caglianone	2	+0.0260	no
Ryan Vilade	1	+0.0266	no
Francisco Alvarez	2	+0.0273	no
Bryce Harper	3	+0.0318	no
Christian Walker	4	+0.0335	no
Francisco Lindor	3	+0.0354	no
Andy Pages	3	+0.0369	no
Ian Happ	4	+0.0403	no
Oneil Cruz	2	+0.0410	no
Sal Stewart	2	+0.0423	no
Seiya Suzuki	4	+0.0433	no
Manny Machado	5	+0.0556	no
Mookie Betts	4	+0.0674	no
Jackson Merrill	5	+0.0702	no
Ty France	5	+0.0724	no
Kyle Stowers	2	+0.0730	no

batter_walk_rate [weak] · BB / batter · 51 players

player	games	KPI gain	left out of verdict
Ozzie Albies	4	-0.1352	no
Nathan Lukes	2	-0.0699	no
Tommy Edman	4	-0.0442	no
Zack Gelof	3	-0.0422	no
Christian Vázquez	1	-0.0260	no
Denzer Guzman	3	-0.0247	no
Kody Clemens	2	-0.0223	no
Mauricio Dubón	4	-0.0222	no
Daylen Lile	1	-0.0207	no
Bo Bichette	3	-0.0199	no
Dylan Crews	2	-0.0189	no
Carlos Narváez	1	-0.0125	no
Jarren Duran	2	-0.0118	no
Javier Sanoja	3	-0.0117	no
Nick Gonzales	2	-0.0098	no
Cam Smith	4	-0.0095	no
Nico Hoerner	3	-0.0093	no
Brooks Lee	3	-0.0086	no
Nathan Church	3	-0.0054	no
Konnor Griffin	2	-0.0014	no
Brandon Marsh	2	-0.0012	no
Jake Mangum	2	-0.0008	no
Luis Torrens	1	+0.0001	no
Jacob Young	1	+0.0011	no
Jacob Gonzalez	1	+0.0023	no
Julio Rodríguez	3	+0.0030	no
Jonah Heim	2	+0.0065	no
Cole Young	4	+0.0070	no
Brett Sullivan	1	+0.0079	no
Ezequiel Tovar	2	+0.0109	no
Ke'Bryan Hayes	1	+0.0111	no
Justin Foscue	1	+0.0112	no
Marcelo Mayer	2	+0.0129	no
Jac Caglianone	2	+0.0129	no
Josh Naylor	4	+0.0130	no
José Caballero	1	+0.0164	no
Jose Siri	2	+0.0165	no
Amed Rosario	2	+0.0165	no
Mark Vientos	2	+0.0180	no
Justin Crawford	3	+0.0300	no
Joe Mack	1	+0.0393	no
Jackson Merrill	5	+0.0411	no
Vaughn Grissom	4	+0.0466	no
Jeff McNeil	3	+0.0469	no
Ty France	5	+0.0488	no
Alec Bohm	3	+0.0542	no
Brayan Rocchio	3	+0.0661	no
Jose Altuve	4	+0.0696	no
Trea Turner	3	+0.0711	no
Otto Lopez	3	+0.0838	no
Heliot Ramos	4	+0.1796	no

derived_batter_hit_rate [weak] · H / batter · 50 players

player	games	KPI gain	left out of verdict
Lawrence Butler	2	-0.1304	no
Taylor Walls	2	-0.1058	no
Kyle Tucker	4	-0.1040	no
Adley Rutschman	1	-0.0629	no
Moisés Ballesteros	2	-0.0627	no
Richie Palacios	2	-0.0475	no
Dylan Crews	1	-0.0402	no
Josh Smith	2	-0.0371	no
Heriberto Hernández	3	-0.0321	no
Marcelo Mayer	2	-0.0230	no
Francisco Lindor	3	-0.0227	no
Jakob Marsee	2	-0.0215	no
Danny Jansen	3	-0.0140	no
Leody Taveras	1	-0.0128	no
Josh Lowe	1	-0.0105	no
J.T. Realmuto	1	-0.0083	no
Esteury Ruiz	1	-0.0081	no
Dansby Swanson	3	-0.0073	no
Kyle Isbel	2	-0.0071	no
Jonah Heim	2	-0.0063	no
Colton Cowser	2	-0.0006	no
Royce Lewis	1	+0.0027	no
JJ Bleday	1	+0.0032	no
Carter Jensen	3	+0.0055	no
Drew Gilbert	1	+0.0122	no
Patrick Bailey	2	+0.0128	no
Xander Bogaerts	5	+0.0137	no
Lane Thomas	1	+0.0172	no
Ryan Kreidler	2	+0.0189	no
Hunter Feduccia	1	+0.0202	no
Spencer Torkelson	2	+0.0210	no
Christian Vázquez	1	+0.0265	no
José Ramírez	3	+0.0336	no
Gunnar Henderson	2	+0.0353	no
Corey Seager	3	+0.0358	no
Christian Yelich	1	+0.0359	no
Taylor Trammell	1	+0.0360	no
Iván Herrera	2	+0.0376	no
Michael Busch	4	+0.0402	no
Ezequiel Tovar	2	+0.0430	no
Christian Walker	4	+0.0436	no
Ryan McMahon	2	+0.0503	no
Braden Montgomery	2	+0.0582	no
Brandon Valenzuela	1	+0.0616	no
Marcus Semien	3	+0.0629	no
Austin Riley	4	+0.0671	no
Jazz Chisholm Jr.	2	+0.0883	no
Mike Trout	4	+0.1008	no
Jake Cronenworth	5	+0.2033	no
Lars Nootbaar	2	+0.2684	no

batter_strikeout_rate [weak] · SO / batter · 53 players

player	games	KPI gain	left out of verdict
Heriberto Hernández	3	-0.2633	no
Cam Smith	4	-0.2248	no
A.J. Ewing	3	-0.2011	no
Francisco Alvarez	2	-0.1862	no
Mike Trout	4	-0.1769	no
Jordan Walker	3	-0.1697	no
Jarren Duran	2	-0.1599	no
Austin Wells	4	-0.1549	no
Griffin Conine	2	-0.1126	no
Brady House	1	-0.0919	no
Josh Lowe	1	-0.0895	no
Evan Carter	1	-0.0825	no
Coby Mayo	2	-0.0820	no
Ian Happ	4	-0.0656	no
Joe Mack	1	-0.0587	no
Taylor Trammell	1	-0.0440	no
Dylan Beavers	2	-0.0395	no
Tyler Stephenson	1	-0.0383	no
Jake Burger	3	-0.0343	no
James Wood	2	-0.0224	no
Danny Jansen	1	-0.0178	no
Royce Lewis	1	-0.0172	no
Patrick Bailey	2	-0.0133	no
Max Muncy	2	-0.0114	no
Connor Norby	2	-0.0037	no
Brett Baty	1	+0.0036	no
Lawrence Butler	3	+0.0069	no
Henry Bolte	3	+0.0091	no
Denzer Guzman	3	+0.0249	no
Justin Foscue	1	+0.0265	no
Jac Caglianone	2	+0.0315	no
Ryan McMahon	2	+0.0354	no
Riley Greene	1	+0.0369	no
Michael Conforto	3	+0.0387	no
Leody Taveras	1	+0.0444	no
Teoscar Hernández	4	+0.0490	no
Carter Jensen	3	+0.0509	no
Ezequiel Tovar	2	+0.0540	no
Pete Crow-Armstrong	4	+0.0612	no
Brandon Marsh	2	+0.0633	no
Jazz Chisholm Jr.	2	+0.0820	no
Kazuma Okamoto	2	+0.0856	no
Brandon Valenzuela	1	+0.0943	no
Mickey Moniak	2	+0.1125	no
Brandon Lowe	3	+0.1175	no
Willson Contreras	1	+0.1570	no
Matt McLain	3	+0.1848	no
Brice Turang	4	+0.2261	no
Elly De La Cruz	3	+0.2510	no
Christian Yelich	3	+0.2600	no
Roman Anthony	3	+0.2972	no
Jake Bauers	4	+0.3876	no
Heliot Ramos	4	+0.4395	no

batter_home_run_rate [elite] · HR / batter · 31 players

player	games	KPI gain	left out of verdict
Heriberto Hernández	3	-0.1012	no
Griffin Conine	2	-0.0911	no
Mickey Moniak	2	-0.0359	no
Victor Mesa Jr.	1	-0.0247	no
Coby Mayo	2	-0.0088	no
Munetaka Murakami	1	-0.0057	no
Sal Stewart	1	-0.0015	no
Matt Olson	4	+0.0076	no
Juan Soto	3	+0.0086	no
James Wood	2	+0.0103	no
Colson Montgomery	3	+0.0136	no
Miguel Vargas	3	+0.0170	no
Yordan Alvarez	4	+0.0186	no
Zack Gelof	1	+0.0189	no
CJ Abrams	2	+0.0216	no
Kazuma Okamoto	2	+0.0217	no
Pete Alonso	2	+0.0271	no
Willson Contreras	1	+0.0273	no
Elly De La Cruz	2	+0.0287	no
Max Muncy	2	+0.0322	no
Hunter Goodman	3	+0.0386	no
Eugenio Suárez	2	+0.0416	no
Kyle Schwarber	3	+0.0438	no
Junior Caminero	4	+0.0499	no
Shohei Ohtani	3	+0.0518	no
Ben Rice	5	+0.0532	no
Pete Crow-Armstrong	4	+0.0603	no
Nolan Arenado	3	+0.0623	no
Brandon Lowe	3	+0.0623	no
Luis García Jr.	2	+0.0655	no
Shea Langeliers	3	+0.0915	no

pitcher_strikeout_rate [poor] · SO / pitcher · 6 players

player	games	KPI gain	left out of verdict
Cody Bradford	9	-0.1896	no
Randy Dobnak	4	-0.1224	no
Janson Junk	8	+0.0056	no
Chris Bassitt	9	+0.0808	no
Merrill Kelly	9	+0.3036	no
Andre Pallante	6	+0.3299	no

pitcher_walk_rate [elite] · BB / pitcher · 17 players

player	games	KPI gain	left out of verdict
Brady Basso	6	-0.0825	no
Bryan Woo	9	-0.0779	no
Logan Henderson	9	-0.0491	no
Shota Imanaga	6	-0.0412	no
Cam Schlittler	8	-0.0287	no
Logan Gilbert	8	+0.0065	no
Tanner Gordon	8	+0.0144	no
Zac Thornton	9	+0.0730	no
George Kirby	7	+0.1331	no
Yoshinobu Yamamoto	8	+0.1704	no
Parker Messick	6	+0.1722	no
Drew Rasmussen	17	+0.1733	no
Gerrit Cole	14	+0.2069	no
Chris Sale	6	+0.2747	no
Kyle Freeland	6	+0.2835	no
Kevin Gausman	8	+0.2836	no
Michael Soroka	8	+0.3106	no

pitcher_home_run_rate_allowed [strong] · HR / pitcher · 14 players

player	games	KPI gain	left out of verdict
Daniel Lynch IV	4	+0.0187	no
Riley Cornelio	7	+0.0506	no
Brady Basso	6	+0.0526	no
Eduardo Rodriguez	9	+0.0566	no
Peter Lambert	8	+0.0608	no
Sonny Gray	8	+0.0653	no
Parker Messick	6	+0.0770	no
Framber Valdez	9	+0.0771	no
Bryan Hudson	8	+0.1073	no
Nolan McLean	9	+0.1102	no
Chris Bassitt	9	+0.1105	no
Hayden Wesneski	9	+0.1113	no
Cam Schlittler	17	+0.3264	no
Drew Rasmussen	17	+0.4244	no

batter_strikeout_rate [elite] · SO / batter · 25 players

player	games	KPI gain	left out of verdict
Isaac Paredes	4	-0.1547	no
Mookie Betts	4	-0.1141	no
Luis Arraez	3	-0.1128	no
Chandler Simpson	3	-0.0776	no
Keibert Ruiz	1	-0.0358	no
Yandy Díaz	1	-0.0332	no
Kevin McGonigle	1	-0.0223	no
Nico Hoerner	3	-0.0130	no
Sal Frelick	1	-0.0069	no
Jeff McNeil	3	+0.0004	no
Geraldo Perdomo	3	+0.0114	no
Josh Naylor	4	+0.0367	no
Myles Straw	2	+0.0368	no
Ernie Clement	2	+0.0427	no
Liam Hicks	3	+0.0625	no
Vladimir Guerrero Jr.	1	+0.0632	no
Caleb Durbin	4	+0.0651	no
Mauricio Dubón	4	+0.1046	no
Juan Soto	2	+0.1106	no
Javier Sanoja	3	+0.1227	no
Steven Kwan	3	+0.1349	no
Otto Lopez	3	+0.1670	no
TJ Rumfield	3	+0.1724	no
Alec Bohm	3	+0.1762	no
José Ramírez	3	+0.2269	no

pitcher_home_run_rate_allowed [elite] · HR / pitcher · 9 players

player	games	KPI gain	left out of verdict
Ranger Suarez	9	+0.0955	no
Michael Soroka	8	+0.1167	no
Chris Sale	6	+0.1314	no
Andre Pallante	6	+0.1363	no
Dustin May	9	+0.1375	no
Max Fried	6	+0.1642	no
Walbert Ureña	8	+0.2018	no
Blake Snell	8	+0.3059	no
Jacob Misiorowski	9	+0.3389	no

batter_walk_rate [all] · BB / batter · 326 players

player	games	KPI gain	left out of verdict
Ben Malgeri	2	-0.1465	no
Matt Olson	4	-0.1420	no
Austin Riley	4	-0.1399	no
Dane Myers	2	-0.1358	no
Ozzie Albies	4	-0.1352	no
Mike Trout	4	-0.1289	no
Heriberto Hernández	3	-0.1212	no
Yordan Alvarez	4	-0.1184	no
Sean Murphy	3	-0.1108	no
Josh Smith	2	-0.1076	no
Kazuma Okamoto	2	-0.1048	no
Lawrence Butler	3	-0.1033	no
Bryce Harper	3	-0.1005	no
Andy Pages	3	-0.0927	no
Myles Straw	2	-0.0884	no
Freddie Freeman	4	-0.0869	no
Victor Mesa Jr.	1	-0.0869	no
Jazz Chisholm Jr.	2	-0.0864	no
Bryson Stott	3	-0.0829	no
Austin Wells	4	-0.0828	no
Shea Langeliers	3	-0.0804	no
Michael Harris II	4	-0.0784	no
Liam Hicks	3	-0.0766	no
Kyle Tucker	4	-0.0737	no
John Peck	2	-0.0736	no
Henry Bolte	3	-0.0711	no
Teoscar Hernández	4	-0.0703	no
Nathan Lukes	2	-0.0699	no
Eduardo Valencia	1	-0.0663	no
Kevin McGonigle	1	-0.0647	no
Juan Soto	3	-0.0645	no
JJ Bleday	2	-0.0630	no
Dominic Canzone	4	-0.0618	no
Zach Neto	4	-0.0616	no
Ha-Seong Kim	1	-0.0598	no
Javier Báez	1	-0.0595	no
Cody Bellinger	4	-0.0575	no
Moisés Ballesteros	2	-0.0549	no
Wade Meckler	3	-0.0545	no
Connor Norby	2	-0.0529	no
Jo Adell	3	-0.0509	no
Kyle Schwarber	3	-0.0495	no
Xander Bogaerts	5	-0.0485	no
Tommy Edman	4	-0.0442	no
Zack Gelof	3	-0.0422	no
Carlos Cortes	3	-0.0410	no
Samad Taylor	3	-0.0406	no
Héctor Rodríguez	2	-0.0402	no
Ernie Clement	2	-0.0402	no
Luke Keaschall	3	-0.0379	no
Lucas Spence	2	-0.0375	no
Ronald Acuña Jr.	3	-0.0369	no
James Wood	2	-0.0369	no
Alika Williams	1	-0.0369	no
Pavin Smith	2	-0.0357	no
Christian Yelich	3	-0.0342	no
Turner Hill	2	-0.0334	no
Ryan Jeffers	2	-0.0331	no
Jordan Walker	3	-0.0330	no
Josh Jung	2	-0.0323	no
Cooper Pratt	2	-0.0319	no
Jackson Chourio	3	-0.0303	no
Jorbit Vivas	1	-0.0300	no
Tim Tawa	3	-0.0278	no
Ryan Vilade	1	-0.0278	no
Michael Busch	4	-0.0276	no
Walker Jenkins	2	-0.0269	no
CJ Abrams	2	-0.0266	no
Ezequiel Duran	3	-0.0264	no
Christian Vázquez	1	-0.0260	no
Kyle Teel	1	-0.0251	no
Denzer Guzman	3	-0.0247	no
Kody Clemens	2	-0.0223	no
Mauricio Dubón	4	-0.0222	no
Kyle Stowers	2	-0.0208	no
Daylen Lile	1	-0.0207	no
Coby Mayo	2	-0.0204	no
Bo Bichette	3	-0.0199	no
Anthony Volpe	2	-0.0193	no
Dylan Crews	2	-0.0189	no
Aaron Sabato	2	-0.0184	no
Maikel Garcia	2	-0.0176	no
A.J. Ewing	3	-0.0172	no
Christian Encarnacion-Strand	2	-0.0170	no
Spencer Jones	4	-0.0166	no
Ryan Kreidler	2	-0.0158	no
Tyler Stephenson	1	-0.0157	no
Leody Taveras	1	-0.0150	no
Gary Sánchez	1	-0.0149	no
Evan Carter	1	-0.0143	no
Josh Bell	1	-0.0138	no
Keibert Ruiz	1	-0.0136	no
Rafael Flores Jr.	2	-0.0125	no
Carlos Narváez	1	-0.0125	no
Christian Koss	3	-0.0120	no
Ben Rice	5	-0.0119	no
Jarren Duran	2	-0.0118	no
Javier Sanoja	3	-0.0117	no
J.P. Crawford	4	-0.0115	no
Royce Lewis	1	-0.0107	no
Ronny Simon	2	-0.0106	no
Bryan Torres	2	-0.0100	no
Nick Gonzales	2	-0.0098	no
Jeremiah Jackson	2	-0.0098	no
Nicky Lopez	1	-0.0097	no
Cam Smith	4	-0.0095	no
Nico Hoerner	3	-0.0093	no
Ryan O'Hearn	2	-0.0090	no
Dansby Swanson	4	-0.0088	no
Esteury Ruiz	1	-0.0088	no
Brooks Lee	3	-0.0086	no
Drew Cavanaugh	2	-0.0085	no
Brock Rodden	1	-0.0085	no
Sal Frelick	1	-0.0079	no
Alec Burleson	3	-0.0069	no
Adael Amador	1	-0.0067	no
Drew Gilbert	2	-0.0064	no
Michael Arroyo	1	-0.0059	no
Lazaro Montes	4	-0.0058	no
Brandon Nimmo	3	-0.0058	no
Leo Rivas	2	-0.0055	no
Nathan Church	3	-0.0054	no
Brandon Lowe	3	-0.0054	no
Ben Ross	1	-0.0051	no
Isiah Kiner-Falefa	1	-0.0051	no
Pete Crow-Armstrong	4	-0.0048	no
Jared Triolo	1	-0.0048	no
Bryan De La Cruz	1	-0.0048	no
Steven Kwan	3	-0.0042	no
Alex Bregman	1	-0.0041	no
Tommy White	1	-0.0028	no
Leonardo Bernal	3	-0.0024	no
Isaac Collins	1	-0.0015	no
Konnor Griffin	2	-0.0014	no
Brandon Marsh	2	-0.0012	no
Harry Ford	1	-0.0012	no
Nasim Nuñez	1	-0.0012	no
Lane Thomas	1	-0.0012	no
Carson Kelly	3	-0.0010	no
Max Muncy	2	-0.0010	no
Jake Mangum	2	-0.0008	no
Oneil Cruz	2	-0.0007	no
Brett Baty	1	+0.0001	no
Luis Torrens	1	+0.0001	no
Danny Jansen	3	+0.0006	no
Yohandy Morales	1	+0.0011	no
Jacob Young	1	+0.0011	no
Spencer Horwitz	2	+0.0012	no
Brady House	1	+0.0012	no
Andrés Chaparro	1	+0.0014	no
Jeremy Peña	3	+0.0019	no
Shay Whitcomb	1	+0.0019	no
Andrew Knizner	1	+0.0020	no
Bo Davidson	1	+0.0021	no
Victor Bericoto	1	+0.0022	no
Brett Harris	1	+0.0022	no
Jacob Gonzalez	1	+0.0023	no
Luis Campusano	2	+0.0023	no
Andrés Giménez	1	+0.0027	no
Julio Rodríguez	3	+0.0030	no
Ethan Salas	2	+0.0031	no
Emmanuel Rodriguez	3	+0.0034	no
Angel Martínez	1	+0.0038	no
Kyle Isbel	2	+0.0042	no
Michael Massey	2	+0.0045	no
Tyler Heineman	1	+0.0045	no
Vladimir Guerrero Jr.	1	+0.0048	no
Mike Yastrzemski	1	+0.0049	no
Corbin Carroll	3	+0.0050	no
George Springer	1	+0.0050	no
Henry Davis	1	+0.0050	no
Austin Hays	1	+0.0050	no
Travis Bazzana	3	+0.0054	no
Brandon Valenzuela	1	+0.0057	no
Mickey Gasper	1	+0.0058	no
Jonny DeLuca	3	+0.0065	no
Jonah Heim	2	+0.0065	no
Nick Loftin	2	+0.0067	no
John Rave	2	+0.0069	no
Cole Young	4	+0.0070	no
Caleb Durbin	4	+0.0079	no
Brett Sullivan	1	+0.0079	no
David Fry	1	+0.0083	no
Elias Díaz	1	+0.0085	no
Deyvison De Los Santos	1	+0.0086	no
Brian Navarreto	1	+0.0088	no
Taylor Trammell	3	+0.0092	no
Chase Meidroth	3	+0.0095	no
Salvador Perez	3	+0.0096	no
Jared Serna	1	+0.0099	no
Andrew Benintendi	1	+0.0101	no
Joey Ortiz	3	+0.0106	no
Ezequiel Tovar	2	+0.0109	no
Ke'Bryan Hayes	1	+0.0111	no
Justin Foscue	1	+0.0112	no
Miguel Vargas	3	+0.0120	no
José Ramírez	3	+0.0123	no
Marcelo Mayer	2	+0.0129	no
Jac Caglianone	2	+0.0129	no
Ceddanne Rafaela	3	+0.0129	no
Josh Naylor	4	+0.0130	no
Paul Goldschmidt	2	+0.0130	no
Thomas Saggese	2	+0.0131	no
Cole Carrigg	2	+0.0131	no
Hunter Feduccia	1	+0.0134	no
Willson Contreras	1	+0.0136	no
Carlos Jorge	1	+0.0142	no
Bryan Reynolds	2	+0.0143	no
Dylan Beavers	2	+0.0160	no
Marcus Semien	3	+0.0161	no
José Caballero	1	+0.0164	no
Geraldo Perdomo	3	+0.0165	no
Jose Siri	2	+0.0165	no
Amed Rosario	2	+0.0165	no
Taylor Walls	3	+0.0169	no
Francisco Alvarez	2	+0.0173	no
Vinnie Pasquantino	3	+0.0178	no
Carter Jensen	3	+0.0178	no
Mark Vientos	2	+0.0180	no
Bobby Witt Jr.	3	+0.0181	no
Pete Alonso	2	+0.0182	no
J.T. Realmuto	3	+0.0183	no
Jordan Beck	1	+0.0191	no
Matt McLain	3	+0.0194	no
Drake Baldwin	4	+0.0197	no
Yandy Díaz	3	+0.0197	no
Colton Cowser	2	+0.0198	no
Tristan Peters	2	+0.0201	no
Trent Grisham	1	+0.0201	no
Zach McKinstry	1	+0.0203	no
Ketel Marte	3	+0.0213	no
Bryce Teodosio	3	+0.0223	no
Trevor Story	3	+0.0226	no
Josh Lowe	1	+0.0226	no
Gunnar Henderson	2	+0.0247	no
Sam Antonacci	1	+0.0250	no
Corey Seager	3	+0.0255	no
Alan Roden	2	+0.0256	no
David Hamilton	1	+0.0259	no
Donovan Walton	3	+0.0276	no
Nick Morabito	2	+0.0291	no
Justin Crawford	3	+0.0300	no
Wyatt Langford	3	+0.0302	no
Mickey Moniak	2	+0.0303	no
Michael Conforto	3	+0.0304	no
Christian Moore	4	+0.0312	no
Colson Montgomery	3	+0.0313	no
Luis Lara	2	+0.0315	no
Nathaniel Lowe	1	+0.0318	no
Pedro Ramirez	3	+0.0324	no
Lars Nootbaar	2	+0.0325	no
Dillon Dingler	1	+0.0330	no
Munetaka Murakami	1	+0.0338	no
Jake Burger	3	+0.0339	no
Masyn Winn	2	+0.0349	no
Braden Montgomery	2	+0.0353	no
Patrick Bailey	2	+0.0354	no
Dustin Harris	4	+0.0373	no
Joe Mack	1	+0.0393	no
Max Clark	1	+0.0400	no
Carson Benge	3	+0.0404	no
Yainer Diaz	4	+0.0409	no
Jackson Merrill	5	+0.0411	no
Jonah Cox	3	+0.0436	no
Troy Johnston	1	+0.0439	no
Manny Machado	5	+0.0444	no
Jake McCarthy	3	+0.0447	no
Vaughn Grissom	4	+0.0466	no
Isaac Paredes	4	+0.0468	no
Jeff McNeil	3	+0.0469	no
Fernando Tatis Jr.	5	+0.0472	no
Zac Veen	2	+0.0474	no
TJ Rumfield	3	+0.0483	no
Ty France	5	+0.0488	no
Chandler Simpson	3	+0.0493	no
Jakob Marsee	2	+0.0503	no
Jake Cronenworth	5	+0.0509	no
Seiya Suzuki	4	+0.0517	no
Christian Walker	4	+0.0528	no
Luis Arraez	3	+0.0528	no
Francisco Lindor	3	+0.0534	no
Iván Herrera	3	+0.0539	no
JJ Wetherholt	2	+0.0540	no
Jahmai Jones	2	+0.0542	no
Alec Bohm	3	+0.0542	no
Ian Happ	4	+0.0544	no
Juan Brito	1	+0.0562	no
Ryan McMahon	2	+0.0583	no
Riley Greene	1	+0.0586	no
Randy Arozarena	4	+0.0589	no
Hao-Yu Lee	2	+0.0592	no
Spencer Torkelson	2	+0.0623	no
Cedric Mullins	2	+0.0639	no
Brayan Rocchio	3	+0.0661	no
Jose Altuve	4	+0.0696	no
Hunter Goodman	3	+0.0707	no
Wilyer Abreu	4	+0.0709	no
Trea Turner	3	+0.0711	no
Luis García Jr.	2	+0.0749	no
Adley Rutschman	4	+0.0757	no
Nolan Arenado	3	+0.0759	no
William Contreras	4	+0.0799	no
Jake Bauers	4	+0.0833	no
Otto Lopez	3	+0.0838	no
Mookie Betts	4	+0.0847	no
Roman Anthony	3	+0.0878	no
Eugenio Suárez	2	+0.0907	no
Nick Sogard	4	+0.0951	no
Gabriel Moreno	3	+0.0960	no
Cal Raleigh	4	+0.0960	no
Chase DeLauter	3	+0.0993	no
Richie Palacios	3	+0.1051	no
Kyle Karros	3	+0.1053	no
Will Smith	3	+0.1054	no
Agustín Ramírez	3	+0.1058	no
Garrett Mitchell	4	+0.1073	no
Jonathan Aranda	2	+0.1179	no
Junior Caminero	4	+0.1198	no
Brice Turang	4	+0.1247	no
Sal Stewart	3	+0.1287	no
Griffin Conine	2	+0.1302	no
Shohei Ohtani	3	+0.1494	no
Gleyber Torres	1	+0.1533	no
Heliot Ramos	4	+0.1796	no
Elly De La Cruz	3	+0.1929	no
George Lombard Jr.	5	+0.1988	no

pitcher_walk_rate [all] · BB / pitcher · 92 players

player	games	KPI gain	left out of verdict
Trey Gibson	5	-0.4195	no
Brandon Williamson	8	-0.3960	no
Andrew Abbott	8	-0.2929	no
Walbert Ureña	8	-0.2157	no
Drew Anderson	6	-0.1485	no
Mason Adams	8	-0.1142	no
Nolan McLean	9	-0.1108	no
Blade Tidwell	9	-0.1034	no
JR Ritchie	6	-0.0926	no
Robbie Ray	17	-0.0917	no
Mason Barnett	9	-0.0835	no
Brady Basso	6	-0.0825	no
Bryan Woo	9	-0.0779	no
Taj Bradley	5	-0.0669	no
Peter Lambert	8	-0.0528	no
Logan Henderson	9	-0.0491	no
Richard Lovelady	9	-0.0438	no
Shota Imanaga	6	-0.0412	no
Merrill Kelly	9	-0.0346	no
Matthew Liberatore	9	-0.0342	no
Michael King	15	-0.0307	no
Anthony Molina	6	-0.0306	no
Jeffrey Springs	7	-0.0301	no
Cesar Perdomo	9	-0.0296	no
Hayden Wesneski	9	-0.0282	no
Jack Perkins	9	-0.0263	no
Daniel Espino	9	-0.0196	no
CJ Van Eyk	7	-0.0158	no
Brady Singer	9	-0.0137	no
David Sandlin	9	-0.0115	no
Daniel Lynch IV	4	-0.0074	no
Brock Stewart	7	-0.0050	no
Andre Pallante	6	-0.0037	no
Tyler Glasnow	9	-0.0034	no
MacKenzie Gore	8	-0.0028	no
Lake Bachar	7	-0.0019	no
Jacob Misiorowski	9	-0.0008	no
Randy Dobnak	4	+0.0002	no
Kumar Rocker	9	+0.0005	no
Grayson Rodriguez	9	+0.0006	no
Blake Snell	8	+0.0008	no
Shane Drohan	9	+0.0032	no
Ryan Johnson	9	+0.0035	no
Framber Valdez	9	+0.0042	no
Kyle Leahy	9	+0.0057	no
Logan Gilbert	8	+0.0065	no
Kade Anderson	9	+0.0096	no
Connor Prielipp	9	+0.0099	no
Tanner Gordon	8	+0.0144	no
Cristian Javier	9	+0.0173	no
Jared Jones	7	+0.0182	no
Max Scherzer	9	+0.0198	no
Ray Kerr	8	+0.0224	no
Andrew Painter	9	+0.0240	no
Chris Bassitt	9	+0.0268	no
Ryan Gusto	8	+0.0307	no
Tyler Phillips	9	+0.0310	no
Dustin May	9	+0.0334	no
Cam Schlittler	17	+0.0373	no
Ranger Suarez	9	+0.0386	no
Mason Englert	5	+0.0425	no
Anthony Kay	8	+0.0441	no
Janson Junk	8	+0.0458	no
Bryan Hudson	8	+0.0468	no
Ian Seymour	9	+0.0507	no
Ethan Pecko	8	+0.0575	no
Sean Manaea	6	+0.0592	no
Riley Cornelio	7	+0.0599	no
Matthew Boyd	18	+0.0616	no
Zebby Matthews	5	+0.0636	no
Nick Pivetta	9	+0.0708	no
Zac Thornton	9	+0.0730	no
Cody Bradford	9	+0.0752	no
Tyler Mahle	9	+0.0764	no
Sonny Gray	8	+0.0780	no
Paul Skenes	9	+0.0819	no
Eduardo Rodriguez	9	+0.1060	no
Payton Tolle	15	+0.1273	no
Max Fried	6	+0.1296	no
George Kirby	7	+0.1331	no
Zack Wheeler	7	+0.1367	no
Seth Lugo	9	+0.1592	no
Yoshinobu Yamamoto	8	+0.1704	no
Parker Messick	6	+0.1722	no
Drew Rasmussen	17	+0.1733	no
Aaron Nola	7	+0.2024	no
Gerrit Cole	14	+0.2069	no
Foster Griffin	8	+0.2110	no
Chris Sale	6	+0.2747	no
Kyle Freeland	6	+0.2835	no
Kevin Gausman	8	+0.2836	no
Michael Soroka	8	+0.3106	no

batter_home_run_rate [average] · HR / batter · 180 players

player	games	KPI gain	left out of verdict
Cam Smith	4	-0.0659	no
Jose Altuve	4	-0.0568	no
William Contreras	4	-0.0483	no
Ketel Marte	3	-0.0470	no
Tim Tawa	3	-0.0441	no
Jose Siri	2	-0.0410	no
Joey Ortiz	2	-0.0389	no
Agustín Ramírez	3	-0.0385	no
Corbin Carroll	3	-0.0359	no
Lazaro Montes	4	-0.0350	no
Cole Young	4	-0.0323	no
Denzer Guzman	3	-0.0303	no
Cole Carrigg	2	-0.0295	no
Sean Murphy	3	-0.0281	no
Brandon Marsh	2	-0.0257	no
Taylor Trammell	3	-0.0256	no
Juan Brito	1	-0.0242	no
Mike Yastrzemski	1	-0.0209	no
Richie Palacios	3	-0.0207	no
Christian Encarnacion-Strand	2	-0.0202	no
Christian Vázquez	1	-0.0200	no
Michael Arroyo	1	-0.0194	no
Adael Amador	1	-0.0187	no
José Caballero	1	-0.0170	no
Christian Moore	4	-0.0169	no
Heliot Ramos	4	-0.0165	no
Lars Nootbaar	2	-0.0157	no
Yohandy Morales	1	-0.0143	no
Liam Hicks	3	-0.0142	no
Pavin Smith	2	-0.0124	no
Danny Jansen	3	-0.0117	no
Bryce Teodosio	3	-0.0117	no
Luis Lara	1	-0.0102	no
Leo Rivas	2	-0.0097	no
Elias Díaz	1	-0.0090	no
Ezequiel Duran	3	-0.0083	no
Colton Cowser	2	-0.0083	no
Kyle Karros	3	-0.0080	no
Gunnar Henderson	2	-0.0061	no
Héctor Rodríguez	2	-0.0059	no
Christian Koss	2	-0.0057	no
Chase Meidroth	3	-0.0053	no
Alec Burleson	3	-0.0049	no
Esteury Ruiz	1	-0.0042	no
Brian Navarreto	1	-0.0042	no
Carlos Jorge	1	-0.0041	no
Jared Serna	1	-0.0041	no
Daylen Lile	1	-0.0040	no
Deyvison De Los Santos	1	-0.0040	no
Kyle Teel	1	-0.0036	no
Jonah Cox	3	-0.0035	no
Jeremiah Jackson	2	-0.0035	no
Drew Cavanaugh	2	-0.0034	no
Keibert Ruiz	1	-0.0027	no
Ha-Seong Kim	1	-0.0023	no
Ronny Simon	2	-0.0019	no
Gabriel Moreno	3	-0.0018	no
Andrew Benintendi	1	-0.0017	no
Ryan Kreidler	2	-0.0010	no
Brock Rodden	1	-0.0010	no
Tyler Heineman	1	-0.0001	no
Walker Jenkins	2	+0.0001	no
Aaron Sabato	2	+0.0001	no
Austin Hays	1	+0.0002	no
Alan Roden	2	+0.0005	no
Ben Ross	1	+0.0006	no
Jazz Chisholm Jr.	2	+0.0009	no
Luis Torrens	1	+0.0009	no
Royce Lewis	1	+0.0011	no
Emmanuel Rodriguez	3	+0.0012	no
Vinnie Pasquantino	3	+0.0012	no
Max Clark	1	+0.0012	no
Kevin McGonigle	1	+0.0014	no
Josh Bell	1	+0.0016	no
Donovan Walton	3	+0.0017	no
Isiah Kiner-Falefa	1	+0.0018	no
Riley Greene	1	+0.0019	no
Julio Rodríguez	3	+0.0022	no
Tristan Peters	2	+0.0031	no
Christian Yelich	1	+0.0031	no
Ben Malgeri	2	+0.0033	no
Brett Harris	1	+0.0036	no
Bo Davidson	1	+0.0037	no
Andrew Knizner	1	+0.0040	no
Josh Lowe	1	+0.0042	no
Ke'Bryan Hayes	1	+0.0045	no
Tyler Stephenson	1	+0.0047	no
Ozzie Albies	4	+0.0049	no
Josh Smith	2	+0.0051	no
Javier Báez	1	+0.0056	no
Turner Hill	2	+0.0058	no
J.P. Crawford	4	+0.0059	no
Jonathan Aranda	2	+0.0060	no
Shay Whitcomb	1	+0.0061	no
Bryan Reynolds	2	+0.0064	no
Victor Bericoto	1	+0.0065	no
John Peck	2	+0.0067	no
Marcus Semien	3	+0.0072	no
Dylan Crews	2	+0.0078	no
Nick Morabito	2	+0.0081	no
Tommy White	1	+0.0081	no
Bryan De La Cruz	1	+0.0082	no
Michael Massey	2	+0.0083	no
Harry Ford	1	+0.0083	no
Zac Veen	2	+0.0084	no
Will Smith	3	+0.0084	no
Samad Taylor	3	+0.0085	no
Bryan Torres	2	+0.0086	no
Brett Sullivan	1	+0.0087	no
Eduardo Valencia	1	+0.0093	no
John Rave	2	+0.0093	no
Jacob Gonzalez	1	+0.0096	no
Henry Davis	1	+0.0097	no
Jordan Beck	1	+0.0100	no
Jahmai Jones	2	+0.0104	no
Hao-Yu Lee	2	+0.0110	no
JJ Wetherholt	2	+0.0116	no
Brady House	1	+0.0116	no
Thomas Saggese	2	+0.0120	no
Freddie Freeman	4	+0.0128	no
Drew Gilbert	2	+0.0131	no
Jake McCarthy	3	+0.0132	no
Moisés Ballesteros	2	+0.0135	no
Iván Herrera	3	+0.0136	no
Brandon Valenzuela	1	+0.0139	no
Lane Thomas	1	+0.0139	no
Nathan Lukes	2	+0.0140	no
Bobby Witt Jr.	3	+0.0147	no
Tommy Edman	4	+0.0154	no
George Springer	1	+0.0157	no
Ceddanne Rafaela	3	+0.0161	no
Rafael Flores Jr.	2	+0.0164	no
Leonardo Bernal	3	+0.0168	no
TJ Rumfield	3	+0.0170	no
Pedro Ramirez	3	+0.0172	no
Jarren Duran	2	+0.0182	no
Brice Turang	4	+0.0186	no
Carson Kelly	3	+0.0191	no
David Fry	1	+0.0201	no
Roman Anthony	3	+0.0205	no
Patrick Bailey	2	+0.0218	no
Josh Jung	2	+0.0230	no
Ryan McMahon	2	+0.0232	no
Alec Bohm	3	+0.0233	no
J.T. Realmuto	3	+0.0235	no
Salvador Perez	3	+0.0240	no
Bo Bichette	3	+0.0241	no
Trea Turner	3	+0.0245	no
Jonah Heim	2	+0.0248	no
Carson Benge	3	+0.0258	no
Trent Grisham	1	+0.0261	no
Travis Bazzana	3	+0.0299	no
Wilyer Abreu	4	+0.0306	no
Matt McLain	3	+0.0307	no
Michael Busch	4	+0.0314	no
Ethan Salas	2	+0.0315	no
Dansby Swanson	4	+0.0319	no
Luis Campusano	2	+0.0337	no
Adley Rutschman	4	+0.0350	no
Jonny DeLuca	3	+0.0351	no
Cody Bellinger	4	+0.0356	no
Carlos Cortes	3	+0.0357	no
Yandy Díaz	3	+0.0365	no
Lucas Spence	2	+0.0367	no
Chase DeLauter	3	+0.0376	no
Dustin Harris	4	+0.0380	no
Kyle Tucker	4	+0.0391	no
Spencer Jones	2	+0.0417	no
Austin Riley	4	+0.0447	no
Cedric Mullins	2	+0.0461	no
Teoscar Hernández	4	+0.0468	no
Jo Adell	3	+0.0469	no
Vaughn Grissom	4	+0.0477	no
Mike Trout	4	+0.0484	no
Isaac Paredes	3	+0.0517	no
Henry Bolte	3	+0.0565	no
Lawrence Butler	3	+0.0653	no
Fernando Tatis Jr.	5	+0.0661	no
Austin Wells	4	+0.0769	no
George Lombard Jr.	5	+0.1135	no

batter_home_run_rate [all] · HR / batter · 326 players

player	games	KPI gain	left out of verdict
Heriberto Hernández	3	-0.1012	no
Griffin Conine	2	-0.0911	no
Yainer Diaz	4	-0.0760	no
Cam Smith	4	-0.0659	no
Javier Sanoja	3	-0.0617	no
Jackson Chourio	3	-0.0573	no
Jose Altuve	4	-0.0568	no
Jake Bauers	4	-0.0567	no
Otto Lopez	3	-0.0487	no
William Contreras	4	-0.0483	no
Ketel Marte	3	-0.0470	no
Tim Tawa	3	-0.0441	no
Jose Siri	2	-0.0410	no
Garrett Mitchell	4	-0.0404	no
Dominic Canzone	4	-0.0391	no
Agustín Ramírez	3	-0.0385	no
Cal Raleigh	4	-0.0382	no
Corbin Carroll	3	-0.0359	no
Mickey Moniak	2	-0.0359	no
Randy Arozarena	4	-0.0352	no
Lazaro Montes	4	-0.0350	no
Joey Ortiz	3	-0.0344	no
Jeremy Peña	3	-0.0331	no
Cole Young	4	-0.0323	no
Denzer Guzman	3	-0.0303	no
Cole Carrigg	2	-0.0295	no
Sean Murphy	3	-0.0281	no
Geraldo Perdomo	3	-0.0270	no
Brandon Marsh	2	-0.0257	no
Taylor Trammell	3	-0.0256	no
Angel Martínez	1	-0.0256	no
Zach Neto	4	-0.0250	no
Victor Mesa Jr.	1	-0.0247	no
Juan Brito	1	-0.0242	no
Jake Burger	3	-0.0221	no
Mike Yastrzemski	1	-0.0209	no
Richie Palacios	3	-0.0207	no
Josh Naylor	4	-0.0204	no
Christian Encarnacion-Strand	2	-0.0202	no
Christian Vázquez	1	-0.0200	no
Michael Arroyo	1	-0.0194	no
Adael Amador	1	-0.0187	no
Amed Rosario	2	-0.0181	no
Gary Sánchez	1	-0.0175	no
José Caballero	1	-0.0170	no
Christian Moore	4	-0.0169	no
Heliot Ramos	4	-0.0165	no
Lars Nootbaar	2	-0.0157	no
Yohandy Morales	1	-0.0143	no
Liam Hicks	3	-0.0142	no
Joe Mack	1	-0.0125	no
Pavin Smith	2	-0.0124	no
Danny Jansen	3	-0.0117	no
Bryce Teodosio	3	-0.0117	no
Jakob Marsee	2	-0.0111	no
Justin Foscue	1	-0.0109	no
Leo Rivas	2	-0.0097	no
Wyatt Langford	3	-0.0095	no
Elias Díaz	1	-0.0090	no
Coby Mayo	2	-0.0088	no
Ezequiel Duran	3	-0.0083	no
Colton Cowser	2	-0.0083	no
Sal Frelick	1	-0.0082	no
Kyle Karros	3	-0.0080	no
Nick Loftin	2	-0.0079	no
Luis Lara	2	-0.0068	no
Leody Taveras	1	-0.0063	no
Gunnar Henderson	2	-0.0061	no
Héctor Rodríguez	2	-0.0059	no
Carlos Narváez	1	-0.0059	no
Munetaka Murakami	1	-0.0057	no
Jared Triolo	1	-0.0057	no
Chase Meidroth	3	-0.0053	no
Cooper Pratt	2	-0.0053	no
Brandon Nimmo	3	-0.0051	no
Alec Burleson	3	-0.0049	no
Marcelo Mayer	2	-0.0048	no
Anthony Volpe	2	-0.0048	no
Esteury Ruiz	1	-0.0042	no
Brian Navarreto	1	-0.0042	no
Carlos Jorge	1	-0.0041	no
Jared Serna	1	-0.0041	no
Daylen Lile	1	-0.0040	no
Dylan Beavers	2	-0.0040	no
Deyvison De Los Santos	1	-0.0040	no
Kyle Teel	1	-0.0036	no
Jonah Cox	3	-0.0035	no
Jeremiah Jackson	2	-0.0035	no
Drew Cavanaugh	2	-0.0034	no
Paul Goldschmidt	2	-0.0033	no
Sam Antonacci	1	-0.0031	no
Keibert Ruiz	1	-0.0027	no
Ha-Seong Kim	1	-0.0023	no
Christian Koss	3	-0.0021	no
Jorbit Vivas	1	-0.0021	no
Kody Clemens	2	-0.0019	no
Ronny Simon	2	-0.0019	no
Isaac Collins	1	-0.0019	no
Gabriel Moreno	3	-0.0018	no
Luke Keaschall	3	-0.0017	no
Andrew Benintendi	1	-0.0017	no
Konnor Griffin	2	-0.0016	no
Ryan Kreidler	2	-0.0010	no
Brock Rodden	1	-0.0010	no
Nick Gonzales	2	-0.0010	no
Jake Mangum	2	-0.0009	no
David Hamilton	1	-0.0007	no
Tyler Heineman	1	-0.0001	no
Walker Jenkins	2	+0.0001	no
Aaron Sabato	2	+0.0001	no
Austin Hays	1	+0.0002	no
Zach McKinstry	1	+0.0004	no
Alan Roden	2	+0.0005	no
Ryan Jeffers	2	+0.0005	no
Mauricio Dubón	4	+0.0006	no
Ben Ross	1	+0.0006	no
Brett Baty	1	+0.0007	no
Jazz Chisholm Jr.	2	+0.0009	no
Luis Torrens	1	+0.0009	no
Royce Lewis	1	+0.0011	no
Emmanuel Rodriguez	3	+0.0012	no
Vinnie Pasquantino	3	+0.0012	no
Max Clark	1	+0.0012	no
Kevin McGonigle	1	+0.0014	no
Ryan O'Hearn	2	+0.0015	no
Josh Bell	1	+0.0016	no
Brooks Lee	3	+0.0017	no
Donovan Walton	3	+0.0017	no
Isiah Kiner-Falefa	1	+0.0018	no
Braden Montgomery	2	+0.0019	no
Riley Greene	1	+0.0019	no
Dillon Dingler	1	+0.0020	no
Kyle Isbel	2	+0.0022	no
Julio Rodríguez	3	+0.0022	no
Mickey Gasper	1	+0.0028	no
Drake Baldwin	4	+0.0030	no
Tristan Peters	2	+0.0031	no
Ben Malgeri	2	+0.0033	no
Nasim Nuñez	1	+0.0035	no
Brett Harris	1	+0.0036	no
Bo Davidson	1	+0.0037	no
Andrew Knizner	1	+0.0040	no
Josh Lowe	1	+0.0042	no
Ke'Bryan Hayes	1	+0.0045	no
JJ Bleday	2	+0.0046	no
Tyler Stephenson	1	+0.0047	no
Masyn Winn	2	+0.0048	no
Ozzie Albies	4	+0.0049	no
Josh Smith	2	+0.0051	no
Myles Straw	2	+0.0055	no
Javier Báez	1	+0.0056	no
Turner Hill	2	+0.0058	no
Michael Harris II	4	+0.0059	no
J.P. Crawford	4	+0.0059	no
Jonathan Aranda	2	+0.0060	no
Shay Whitcomb	1	+0.0061	no
Bryan Reynolds	2	+0.0064	no
Nicky Lopez	1	+0.0064	no
Victor Bericoto	1	+0.0065	no
John Peck	2	+0.0067	no
Justin Crawford	3	+0.0070	no
Gleyber Torres	1	+0.0070	no
Marcus Semien	3	+0.0072	no
Matt Olson	4	+0.0076	no
Dylan Crews	2	+0.0078	no
Nick Morabito	2	+0.0081	no
Tommy White	1	+0.0081	no
Bryan De La Cruz	1	+0.0082	no
Michael Massey	2	+0.0083	no
Harry Ford	1	+0.0083	no
Zac Veen	2	+0.0084	no
Will Smith	3	+0.0084	no
Evan Carter	1	+0.0085	no
Samad Taylor	3	+0.0085	no
Vladimir Guerrero Jr.	1	+0.0085	no
Ernie Clement	2	+0.0085	no
Juan Soto	3	+0.0086	no
Bryan Torres	2	+0.0086	no
Nathaniel Lowe	1	+0.0087	no
Brett Sullivan	1	+0.0087	no
Wade Meckler	3	+0.0088	no
Chandler Simpson	3	+0.0090	no
Eduardo Valencia	1	+0.0093	no
John Rave	2	+0.0093	no
Troy Johnston	1	+0.0094	no
Jacob Gonzalez	1	+0.0096	no
Henry Davis	1	+0.0097	no
Jacob Young	1	+0.0099	no
Jordan Beck	1	+0.0100	no
Hunter Feduccia	1	+0.0101	no
Nathan Church	3	+0.0102	no
James Wood	2	+0.0103	no
Spencer Torkelson	2	+0.0103	no
Jahmai Jones	2	+0.0104	no
Hao-Yu Lee	2	+0.0110	no
Nico Hoerner	3	+0.0113	no
JJ Wetherholt	2	+0.0116	no
Brady House	1	+0.0116	no
Thomas Saggese	2	+0.0120	no
Trevor Story	3	+0.0127	no
Andrés Giménez	1	+0.0127	no
Freddie Freeman	4	+0.0128	no
Luis Arraez	3	+0.0129	no
Drew Gilbert	2	+0.0131	no
Jake McCarthy	3	+0.0132	no
Maikel Garcia	2	+0.0133	no
Moisés Ballesteros	2	+0.0135	no
Colson Montgomery	3	+0.0136	no
Iván Herrera	3	+0.0136	no
Corey Seager	3	+0.0137	no
Brandon Valenzuela	1	+0.0139	no
Lane Thomas	1	+0.0139	no
Nathan Lukes	2	+0.0140	no
Bobby Witt Jr.	3	+0.0147	no
Michael Conforto	3	+0.0149	no
Taylor Walls	3	+0.0152	no
Andrés Chaparro	1	+0.0152	no
Tommy Edman	4	+0.0154	no
Alex Bregman	1	+0.0155	no
Steven Kwan	3	+0.0156	no
George Springer	1	+0.0157	no
Ceddanne Rafaela	3	+0.0161	no
Rafael Flores Jr.	2	+0.0164	no
A.J. Ewing	3	+0.0167	no
Leonardo Bernal	3	+0.0168	no
TJ Rumfield	3	+0.0170	no
Miguel Vargas	3	+0.0170	no
Ronald Acuña Jr.	3	+0.0172	no
Pedro Ramirez	3	+0.0172	no
Jarren Duran	2	+0.0182	no
Yordan Alvarez	4	+0.0186	no
Brice Turang	4	+0.0186	no
Bryson Stott	3	+0.0186	no
Carson Kelly	3	+0.0191	no
Jordan Walker	3	+0.0192	no
Carter Jensen	3	+0.0194	no
Mark Vientos	2	+0.0197	no
David Fry	1	+0.0201	no
Roman Anthony	3	+0.0205	no
CJ Abrams	2	+0.0216	no
Kazuma Okamoto	2	+0.0217	no
Patrick Bailey	2	+0.0218	no
Josh Jung	2	+0.0230	no
Connor Norby	2	+0.0231	no
Dane Myers	2	+0.0231	no
Ryan McMahon	2	+0.0232	no
Alec Bohm	3	+0.0233	no
J.T. Realmuto	3	+0.0235	no
Christian Yelich	3	+0.0237	no
Spencer Horwitz	2	+0.0237	no
Jeff McNeil	3	+0.0238	no
Salvador Perez	3	+0.0240	no
Bo Bichette	3	+0.0241	no
Trea Turner	3	+0.0245	no
Jonah Heim	2	+0.0248	no
Alika Williams	1	+0.0249	no
Carson Benge	3	+0.0258	no
Jac Caglianone	2	+0.0260	no
Brayan Rocchio	3	+0.0261	no
Trent Grisham	1	+0.0261	no
Ryan Vilade	1	+0.0266	no
Jake Cronenworth	5	+0.0267	no
Nick Sogard	4	+0.0269	no
Pete Alonso	2	+0.0271	no
Caleb Durbin	4	+0.0272	no
Francisco Alvarez	2	+0.0273	no
Willson Contreras	1	+0.0273	no
Ezequiel Tovar	2	+0.0282	no
Travis Bazzana	3	+0.0299	no
Elly De La Cruz	3	+0.0301	no
Wilyer Abreu	4	+0.0306	no
Matt McLain	3	+0.0307	no
Michael Busch	4	+0.0314	no
Ethan Salas	2	+0.0315	no
Bryce Harper	3	+0.0318	no
Dansby Swanson	4	+0.0319	no
Max Muncy	2	+0.0322	no
José Ramírez	3	+0.0327	no
Christian Walker	4	+0.0335	no
Luis Campusano	2	+0.0337	no
Adley Rutschman	4	+0.0350	no
Jonny DeLuca	3	+0.0351	no
Francisco Lindor	3	+0.0354	no
Cody Bellinger	4	+0.0356	no
Carlos Cortes	3	+0.0357	no
Spencer Jones	4	+0.0358	no
Yandy Díaz	3	+0.0365	no
Lucas Spence	2	+0.0367	no
Andy Pages	3	+0.0369	no
Chase DeLauter	3	+0.0376	no
Xander Bogaerts	5	+0.0379	no
Dustin Harris	4	+0.0380	no
Hunter Goodman	3	+0.0386	no
Kyle Tucker	4	+0.0391	no
Ian Happ	4	+0.0403	no
Sal Stewart	3	+0.0408	no
Oneil Cruz	2	+0.0410	no
Eugenio Suárez	2	+0.0416	no
Zack Gelof	3	+0.0416	no
Seiya Suzuki	4	+0.0433	no
Kyle Schwarber	3	+0.0438	no
Austin Riley	4	+0.0447	no
Cedric Mullins	2	+0.0461	no
Teoscar Hernández	4	+0.0468	no
Jo Adell	3	+0.0469	no
Vaughn Grissom	4	+0.0477	no
Mike Trout	4	+0.0484	no
Junior Caminero	4	+0.0499	no
Shohei Ohtani	3	+0.0518	no
Ben Rice	5	+0.0532	no
Manny Machado	5	+0.0556	no
Henry Bolte	3	+0.0565	no
Pete Crow-Armstrong	4	+0.0603	no
Nolan Arenado	3	+0.0623	no
Brandon Lowe	3	+0.0623	no
Lawrence Butler	3	+0.0653	no
Luis García Jr.	2	+0.0655	no
Fernando Tatis Jr.	5	+0.0661	no
Mookie Betts	4	+0.0674	no
Isaac Paredes	4	+0.0702	no
Jackson Merrill	5	+0.0702	no
Ty France	5	+0.0724	no
Kyle Stowers	2	+0.0730	no
Austin Wells	4	+0.0769	no
Shea Langeliers	3	+0.0915	no
George Lombard Jr.	5	+0.1135	no

pitcher_home_run_rate_allowed [all] · HR / pitcher · 92 players

player	games	KPI gain	left out of verdict
Shota Imanaga	6	-0.2053	no
Gerrit Cole	14	-0.1853	no
Brady Singer	9	-0.1836	no
Ryan Johnson	9	-0.1361	no
Ian Seymour	9	-0.1317	no
Aaron Nola	7	-0.1307	no
Andrew Painter	9	-0.1117	no
Merrill Kelly	9	-0.1088	no
Mason Barnett	9	-0.0920	no
Jeffrey Springs	7	-0.0916	no
Sean Manaea	6	-0.0908	no
Kyle Freeland	6	-0.0870	no
Max Scherzer	9	-0.0687	no
Brandon Williamson	8	-0.0625	no
Kevin Gausman	8	-0.0605	no
Matthew Liberatore	9	-0.0556	no
Tanner Gordon	8	-0.0486	no
Grayson Rodriguez	9	-0.0458	no
Cristian Javier	9	-0.0455	no
Zac Thornton	9	-0.0444	no
Matthew Boyd	18	-0.0422	no
Logan Gilbert	8	-0.0391	no
Logan Henderson	9	-0.0343	no
Seth Lugo	9	-0.0327	no
David Sandlin	9	-0.0269	no
Zebby Matthews	5	-0.0210	no
Andrew Abbott	8	-0.0133	no
Drew Anderson	6	-0.0120	no
Foster Griffin	8	-0.0120	no
Mason Englert	5	-0.0112	no
Zack Wheeler	7	-0.0094	no
Tyler Phillips	9	-0.0054	no
Trey Gibson	5	-0.0049	no
Blade Tidwell	9	-0.0030	no
Anthony Molina	6	-0.0027	no
JR Ritchie	6	-0.0024	no
Kade Anderson	9	-0.0024	no
Jack Perkins	9	+0.0050	no
Ethan Pecko	8	+0.0052	no
George Kirby	7	+0.0077	no
Cesar Perdomo	9	+0.0085	no
Kumar Rocker	9	+0.0089	no
Taj Bradley	5	+0.0093	no
Richard Lovelady	9	+0.0095	no
Lake Bachar	7	+0.0116	no
Mason Adams	8	+0.0140	no
Tyler Mahle	9	+0.0169	no
Daniel Lynch IV	4	+0.0187	no
Jared Jones	7	+0.0195	no
Daniel Espino	9	+0.0240	no
Anthony Kay	8	+0.0282	no
Randy Dobnak	4	+0.0302	no
Brock Stewart	7	+0.0312	no
CJ Van Eyk	7	+0.0327	no
Yoshinobu Yamamoto	8	+0.0329	no
Tyler Glasnow	9	+0.0375	no
Bryan Woo	9	+0.0390	no
Connor Prielipp	9	+0.0407	no
Cody Bradford	9	+0.0453	no
Robbie Ray	17	+0.0456	no
Riley Cornelio	7	+0.0506	no
Brady Basso	6	+0.0526	no
Eduardo Rodriguez	9	+0.0566	no
Peter Lambert	8	+0.0608	no
Paul Skenes	9	+0.0608	no
Ryan Gusto	8	+0.0609	no
Shane Drohan	9	+0.0647	no
Sonny Gray	8	+0.0653	no
Parker Messick	6	+0.0770	no
Framber Valdez	9	+0.0771	no
Kyle Leahy	9	+0.0788	no
Ranger Suarez	9	+0.0955	no
Ray Kerr	8	+0.1026	no
Bryan Hudson	8	+0.1073	no
Nolan McLean	9	+0.1102	no
Chris Bassitt	9	+0.1105	no
Hayden Wesneski	9	+0.1113	no
Michael Soroka	8	+0.1167	no
Janson Junk	8	+0.1184	no
MacKenzie Gore	8	+0.1203	no
Chris Sale	6	+0.1314	no
Andre Pallante	6	+0.1363	no
Dustin May	9	+0.1375	no
Nick Pivetta	9	+0.1387	no
Payton Tolle	15	+0.1425	no
Michael King	15	+0.1638	no
Max Fried	6	+0.1642	no
Walbert Ureña	8	+0.2018	no
Blake Snell	8	+0.3059	no
Cam Schlittler	17	+0.3264	no
Jacob Misiorowski	9	+0.3389	no
Drew Rasmussen	17	+0.4244	no

pitcher_home_run_rate_allowed [average] · HR / pitcher · 39 players

player	games	KPI gain	left out of verdict
Matthew Boyd	18	-0.0422	no
Seth Lugo	9	-0.0327	no
Drew Anderson	6	-0.0120	no
Foster Griffin	8	-0.0120	no
Zack Wheeler	7	-0.0094	no
Tyler Phillips	9	-0.0054	no
Blade Tidwell	9	-0.0030	no
Anthony Molina	6	-0.0027	no
Kade Anderson	9	-0.0024	no
Ethan Pecko	8	+0.0052	no
George Kirby	7	+0.0077	no
Cesar Perdomo	9	+0.0085	no
Kumar Rocker	9	+0.0089	no
Taj Bradley	5	+0.0093	no
Richard Lovelady	9	+0.0095	no
Mason Adams	8	+0.0140	no
Tyler Mahle	9	+0.0169	no
Jared Jones	7	+0.0195	no
Daniel Espino	9	+0.0240	no
Anthony Kay	8	+0.0282	no
Randy Dobnak	4	+0.0302	no
Brock Stewart	7	+0.0312	no
CJ Van Eyk	7	+0.0327	no
Yoshinobu Yamamoto	8	+0.0329	no
Tyler Glasnow	9	+0.0375	no
Bryan Woo	9	+0.0390	no
Connor Prielipp	9	+0.0407	no
Cody Bradford	9	+0.0453	no
Robbie Ray	17	+0.0456	no
Paul Skenes	9	+0.0608	no
Ryan Gusto	8	+0.0609	no
Shane Drohan	9	+0.0647	no
Kyle Leahy	9	+0.0788	no
Ray Kerr	8	+0.1026	no
Janson Junk	8	+0.1184	no
MacKenzie Gore	8	+0.1203	no
Nick Pivetta	9	+0.1387	no
Payton Tolle	15	+0.1425	no
Michael King	15	+0.1638	no

pitcher_walk_rate [strong] · BB / pitcher · 23 players

player	games	KPI gain	left out of verdict
Daniel Lynch IV	4	-0.0074	no
Andre Pallante	6	-0.0037	no
Jacob Misiorowski	9	-0.0008	no
Kyle Leahy	9	+0.0057	no
Kade Anderson	9	+0.0096	no
Ryan Gusto	8	+0.0307	no
Ranger Suarez	9	+0.0386	no
Mason Englert	5	+0.0425	no
Janson Junk	8	+0.0458	no
Bryan Hudson	8	+0.0468	no
Ian Seymour	9	+0.0507	no
Sean Manaea	6	+0.0592	no
Matthew Boyd	18	+0.0616	no
Zebby Matthews	5	+0.0636	no
Cam Schlittler	9	+0.0660	no
Nick Pivetta	9	+0.0708	no
Cody Bradford	9	+0.0752	no
Tyler Mahle	9	+0.0764	no
Sonny Gray	8	+0.0780	no
Paul Skenes	9	+0.0819	no
Payton Tolle	15	+0.1273	no
Seth Lugo	9	+0.1592	no
Foster Griffin	8	+0.2110	no

batter_walk_rate [strong] · BB / batter · 63 players

player	games	KPI gain	left out of verdict
Dane Myers	2	-0.1358	no
Josh Smith	2	-0.1076	no
Lawrence Butler	3	-0.1033	no
Freddie Freeman	3	-0.0923	no
Jazz Chisholm Jr.	2	-0.0864	no
Austin Wells	4	-0.0828	no
Cody Bellinger	4	-0.0575	no
Xander Bogaerts	3	-0.0511	no
Ronald Acuña Jr.	3	-0.0369	no
Ryan Jeffers	2	-0.0331	no
Jorbit Vivas	1	-0.0300	no
Tyler Stephenson	1	-0.0157	no
Evan Carter	1	-0.0143	no
Dansby Swanson	4	-0.0088	no
Randy Arozarena	1	-0.0060	no
Pete Crow-Armstrong	4	-0.0048	no
Alex Bregman	1	-0.0041	no
Isaac Collins	1	-0.0015	no
Lane Thomas	1	-0.0012	no
Max Muncy	2	-0.0010	no
Oneil Cruz	2	-0.0007	no
Spencer Horwitz	2	+0.0012	no
Andrés Chaparro	1	+0.0014	no
Luis Campusano	2	+0.0023	no
Corbin Carroll	3	+0.0050	no
Travis Bazzana	3	+0.0054	no
Brandon Valenzuela	1	+0.0057	no
Mickey Gasper	1	+0.0058	no
José Ramírez	3	+0.0123	no
Hunter Feduccia	1	+0.0134	no
Willson Contreras	1	+0.0136	no
Connor Norby	1	+0.0138	no
Taylor Walls	3	+0.0169	no
Vinnie Pasquantino	3	+0.0178	no
Carter Jensen	3	+0.0178	no
Bobby Witt Jr.	3	+0.0181	no
Pete Alonso	2	+0.0182	no
Jonathan Aranda	1	+0.0194	no
Colton Cowser	2	+0.0198	no
Corey Seager	3	+0.0255	no
Wyatt Langford	3	+0.0302	no
Michael Conforto	3	+0.0304	no
Braden Montgomery	2	+0.0353	no
Agustín Ramírez	1	+0.0419	no
Manny Machado	5	+0.0444	no
Isaac Paredes	4	+0.0468	no
TJ Rumfield	3	+0.0483	no
JJ Wetherholt	2	+0.0540	no
Riley Greene	1	+0.0586	no
Spencer Torkelson	2	+0.0623	no
Wilyer Abreu	4	+0.0709	no
Roman Anthony	3	+0.0878	no
Eugenio Suárez	2	+0.0907	no
Nick Sogard	4	+0.0951	no
Gabriel Moreno	3	+0.0960	no
Chase DeLauter	3	+0.0993	no
Richie Palacios	3	+0.1051	no
Kyle Karros	3	+0.1053	no
Will Smith	3	+0.1054	no
Garrett Mitchell	4	+0.1073	no
Junior Caminero	4	+0.1198	no
Griffin Conine	2	+0.1302	no
Elly De La Cruz	3	+0.1929	no

Players the KPI cells blame

player	metric / side	games	PA	real per PA	KPI line per PA	gain	by starter hand	Luna finding

Residual signals: what the misses line up with

cell	rows	mean residual per PA	strongest registered KPIs (corr with residual)
SO\|batter\|batter_strikeout_rate\|all	781	+0.0004	pitcher_whiff_rate_vs_lhh -0.081 (n 693); pitcher_whiff_rate_fastball -0.072 (n 709); pitcher_whiff_rate -0.070 (n 727); batter_ground_ball_rate_vs_slider -0.062 (n 668)
SO\|pitcher\|pitcher_strikeout_rate\|all	781	+0.0004	pitcher_whiff_rate_vs_lhh -0.081 (n 693); pitcher_whiff_rate_fastball -0.072 (n 709); pitcher_whiff_rate -0.070 (n 727); batter_ground_ball_rate_vs_slider -0.062 (n 668)
H\|batter\|derived_batter_hit_rate\|all	781	-0.0165	pitcher_contact_xwoba_allowed +0.071 (n 727); pitcher_barrel_rate_vs_lhh +0.063 (n 702); batter_contact_rate_vs_breaking +0.060 (n 671); batter_hard_hit_rate_vs_fastball +0.055 (n 677)
H\|pitcher\|derived_pitcher_hit_rate_allowed\|all	781	-0.0165	pitcher_contact_xwoba_allowed +0.071 (n 727); pitcher_barrel_rate_vs_lhh +0.063 (n 702); batter_contact_rate_vs_breaking +0.060 (n 671); batter_hard_hit_rate_vs_fastball +0.055 (n 677)
BB\|batter\|batter_walk_rate\|all	781	-0.0042	pitcher_walk_rate +0.097 (n 719); pitcher_ground_ball_rate_induced -0.054 (n 727); batter_ground_ball_rate_vs_fastball +0.049 (n 677); pitcher_whiff_rate_vs_lhh +0.049 (n 693)
BB\|pitcher\|pitcher_walk_rate\|all	781	-0.0042	pitcher_walk_rate +0.097 (n 719); pitcher_ground_ball_rate_induced -0.054 (n 727); batter_ground_ball_rate_vs_fastball +0.049 (n 677); pitcher_whiff_rate_vs_lhh +0.049 (n 693)
HR\|batter\|batter_home_run_rate\|all	781	-0.0065	pitcher_barrel_rate_vs_rhh -0.106 (n 689); pitcher_home_run_rate_allowed -0.088 (n 719); pitcher_barrel_rate_allowed -0.065 (n 757); pitcher_walk_rate -0.057 (n 719)
HR\|pitcher\|pitcher_home_run_rate_allowed\|all	781	-0.0065	pitcher_barrel_rate_vs_rhh -0.106 (n 689); pitcher_home_run_rate_allowed -0.088 (n 719); pitcher_barrel_rate_allowed -0.065 (n 757); pitcher_walk_rate -0.057 (n 719)

KPIs created by Luna

KPI	status	definition	target	replaces	proposed	coefficient	before proposal (not evidence)	after proposal (promotion evidence)	hypothesis
luna_pitcher_release_speed_vs_righthanded_starters	shadow	pitcher release_speed [p_throws=R] min 20	SO	pitcher_release_speed	20260923	0.00012	0 rows, –	330 rows / 5 slates, -0.000563, [-0.00073, -0.0]	The strong pitcher strikeout cell has a negative residual, with release speed showing corr 0.197; the miss is much more negative for right-handed starters than left-handed starters.
luna_pitcher_barrel_rate_vs_rhh_righthanded_starters	shadow	pitcher barrel_rate [stand=R; p_throws=R] min 20	HR	pitcher_barrel_rate_vs_rhh	20260923	-0.007628	0 rows, –	330 rows / 5 slates, 0.001597, [-0.00105, 0.01013]	The weak pitcher home-run cell remains negative after leaving out its largest player contributor, and pitcher barrel rate versus right-handed hitters has corr -0.1454 with the residual.
luna_batter_contact_rate_vs_breaking_righthanded_starters	shadow	batter contact_rate [pitch_type=CU,KC,SL,ST; p_throws=R] min 100	H	batter_contact_rate_vs_breaking	20260923	0.008132	253 rows, -0.000498	330 rows / 5 slates, -0.00265, [-0.00504, 0.00493]	The hit residual is negative overall and more negative against right-handed starters; breaking-ball contact rate has corr 0.1101 and slope 0.02313 per PA.
luna_batter_walk_rate_vs_righthanded_pitchers_for_home_runs	retired	batter walk_rate [p_throws=R] min 100	HR	batter_home_run_rate	20260924	0.000997	441 rows, -0.000916	0 rows / 0 slates, –, –	The poor pitcher home-run cell has a positive residual and batter walk rate is the strongest registered residual signal, with corr 0.1615 over 138 qualified rows; the right-handed-starter residual is larger than the left
luna_batter_contact_rate_vs_breaking_left_handed_starters_for_strikeouts	shadow	batter contact_rate [pitch_type=CU,KC,SL,ST; p_throws=L] min 100	SO	batter_strikeout_rate	20260924	0.005119	0 rows, –	51 rows / 2 slates, -0.00171, –	The strong batter strikeout cell has a negative residual, breaking-ball contact rate has corr -0.1584 over 216 qualified rows, and the left-handed-starter split is materially more negative than the right-handed split.
luna_pitcher_contact_xwoba_allowed_vs_righthanded_starters_for_strikeouts	shadow	pitcher contact_xwoba [p_throws=R] min 75	SO	pitcher_strikeout_rate	20260924	0.002878	208 rows, -0.001784	122 rows / 4 slates, 0.000213, [-4e-05, 0.0004]	The average pitcher strikeout cell has a positive residual, pitcher contact_xwoba allowed has corr -0.1099 over 417 qualified rows, and the right-handed-starter residual is positive while the left-handed split is near ze
luna_pitcher_whiff_rate_breaking_vs_left_handed_hitters_for_hits	shadow	pitcher whiff_rate [pitch_type=CU,KC,SL,ST; stand=L] min 60	H	derived_pitcher_hit_rate_allowed	20260924	-0.003817	208 rows, 0.000143	122 rows / 4 slates, -0.003518, [-0.00574, -0.00115]	The weak pitcher hit cell has a negative residual, pitcher breaking-ball whiff rate has corr -0.1637, and pitcher whiff rate against left-handed hitters has corr -0.1957 over the full 153-row cell.
luna_pitcher_home_run_rate_vs_righthanded_starters	shadow	pitcher home_run_rate [p_throws=R] min 120	HR	pitcher_home_run_rate_allowed	20260925	-0.006954	208 rows, -0.000835	122 rows / 4 slates, 0.005119, [-0.00208, 0.01049]	The poor pitcher home-run cell remains materially negative after player exclusion, and its right-handed-starter residual is much larger than its left-handed-starter residual. This is a prospective refinement of the faili
luna_batter_ground_ball_rate_vs_fastball_vs_lhp_for_home_runs	shadow	batter ground_ball_rate [pitch_type=FC,FF,SI; p_throws=L] min 75	HR	batter_ground_ball_rate_vs_fastball	20260926	–	0 rows, –	0 rows / 0 slates, –, –	The weak pitcher home-run cell has mean residual per PA 0.00338; batter ground-ball rate versus fastballs is the strongest supplied signal at corr 0.1198 over 246 qualified rows, while the left-handed-starter split has t
luna_pitcher_whiff_rate_vs_right_handed_starters_for_batter_strikeouts	shadow	pitcher whiff_rate [p_throws=R] min 200	SO	batter_strikeout_rate	20260929	-0.000733	279 rows, 2.9e-05	51 rows / 2 slates, -0.000255, –	The average-band batter strikeout residual is positive at 0.00802 per PA, is larger against right-handed starters at 0.02104, and pitcher whiff rate is the strongest supplied residual signal with correlation -0.1876 over
luna_batter_whiff_rate_vs_breaking_right_handed_starters_for_hits	shadow	batter whiff_rate [pitch_type=CU,KC,SL,ST; p_throws=R] min 100	H	batter_whiff_rate_vs_rhp	20260929	0.007347	532 rows, -0.002106	51 rows / 2 slates, -0.004705, –	The hit residual is -0.01137 per PA overall and -0.02871 against right-handed starters. Breaking-ball whiff rate and right-handed-pitcher whiff rate are among the strongest supplied batter signals, with correlations 0.15

Applied to the next slate

No promoted Luna KPI yet: a candidate needs 400+ rows over 5+ slates after its proposal with a gain interval above zero.