KPI failure review with Luna: 20261010

Window 20260920 to 20261010, 3472 hitter-metric rows, 48 KPI cells. Next slate 20261011.

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
derived_pitcher_hit_rate_allowed [weak]	H / pitcher	162	20	-0.0025	[-0.00523, 0.00384]	player_watch	[-0.0025, 0.00607]	Aaron Nola -0.16, Sean Manaea -0.14, Andrew Painter -0.13	-
batter_strikeout_rate [average]	SO / batter	428	179	-0.0102	[-0.02249, 0.00031]	neutral	–	Jeremiah Jackson -0.60, Pete Alonso -0.55, Jo Adell -0.43	-
pitcher_strikeout_rate [average]	SO / pitcher	372	46	-0.0048	[-0.00934, 0.00147]	neutral	–	Shota Imanaga -0.41, Dustin May -0.38, MacKenzie Gore -0.35	-
batter_strikeout_rate [all]	SO / batter	868	335	-0.0046	[-0.01306, 0.0021]	neutral	–	Coby Mayo -0.65, Jeremiah Jackson -0.60, Pete Alonso -0.55	-
pitcher_strikeout_rate [all]	SO / pitcher	868	100	-0.0046	[-0.01306, 0.0021]	neutral	–	Jacob Misiorowski -1.82, Logan Henderson -1.19, Yoshinobu Yamamoto -1.13	-
batter_strikeout_rate [strong]	SO / batter	171	63	-0.0043	[-0.01417, 0.00411]	neutral	–	Xander Bogaerts -0.25, Bryson Stott -0.21, Yandy Díaz -0.21	-
derived_batter_hit_rate [strong]	H / batter	164	64	-0.0010	[-0.00623, 0.00765]	neutral	–	Junior Caminero -0.20, William Contreras -0.17, Tristan Peters -0.12	-
batter_walk_rate [average]	BB / batter	410	172	-0.0005	[-0.00379, 0.00155]	neutral	–	Ben Malgeri -0.15, Matt Olson -0.14, Austin Riley -0.14	-
pitcher_walk_rate [average]	BB / pitcher	433	51	-0.0003	[-0.00172, 0.00054]	neutral	–	Ryan Johnson -0.16, Drew Anderson -0.15, Mason Adams -0.11	-
derived_batter_hit_rate [all]	H / batter	868	335	+0.0002	[-0.00225, 0.00381]	neutral	–	Gabriel Moreno -0.46, Tim Tawa -0.40, Ketel Marte -0.37	-
derived_pitcher_hit_rate_allowed [all]	H / pitcher	868	100	+0.0002	[-0.00225, 0.00381]	neutral	–	Max Fried -0.35, Kyle Freeland -0.31, Cody Bradford -0.23	-
pitcher_strikeout_rate [weak]	SO / pitcher	237	26	+0.0007	[-0.00853, 0.01148]	neutral	–	Framber Valdez -0.26, Ryan Gusto -0.19, Max Scherzer -0.18	-
derived_pitcher_hit_rate_allowed [average]	H / pitcher	391	45	+0.0008	[-0.00115, 0.00233]	neutral	–	Payton Tolle -0.15, Brandon Williamson -0.10, Drew Anderson -0.07	-
derived_batter_hit_rate [average]	H / batter	422	186	+0.0014	[-0.00168, 0.00563]	neutral	–	Tim Tawa -0.40, Ketel Marte -0.37, Corbin Carroll -0.31	-
batter_home_run_rate [strong]	HR / batter	158	58	+0.0030	[-0.00092, 0.00969]	neutral	–	Yainer Diaz -0.08, Jackson Chourio -0.06, Jake Bauers -0.05	-
batter_walk_rate [all]	BB / batter	868	335	+0.0021	[0.00143, 0.0028]	helps	–	Ben Malgeri -0.15, Matt Olson -0.14, Austin Riley -0.14	-
pitcher_walk_rate [all]	BB / pitcher	868	100	+0.0021	[0.00143, 0.0028]	helps	–	Trey Gibson -0.42, Brandon Williamson -0.40, Andrew Abbott -0.29	-
batter_home_run_rate [average]	HR / batter	458	185	+0.0025	[0.001, 0.00537]	helps	–	Cam Smith -0.07, Jose Altuve -0.06, Jose Siri -0.05	-
batter_home_run_rate [all]	HR / batter	868	335	+0.0031	[0.00158, 0.00638]	helps	–	Heriberto Hernández -0.10, Griffin Conine -0.09, Yainer Diaz -0.08	-
pitcher_home_run_rate_allowed [all]	HR / pitcher	868	100	+0.0031	[0.00158, 0.00638]	helps	–	Ryan Johnson -0.25, Shota Imanaga -0.21, Gerrit Cole -0.19	-
pitcher_home_run_rate_allowed [average]	HR / pitcher	407	46	+0.0038	[0.00262, 0.00539]	helps	–	Matthew Boyd -0.04, Seth Lugo -0.03, Drew Anderson -0.01	-
batter_walk_rate [strong]	BB / batter	167	64	+0.0073	[0.00268, 0.01226]	helps	–	Dane Myers -0.14, Austin Wells -0.13, Josh Smith -0.11	-
pitcher_walk_rate [strong]	BB / pitcher	215	24	+0.0079	[0.00489, 0.01148]	helps	–	Daniel Lynch IV -0.01, Andre Pallante -0.00, Kyle Leahy +0.01	-

Every player grouped by KPI

derived_pitcher_hit_rate_allowed [weak] · H / pitcher · 20 players

player	games	KPI gain	left out of verdict
Aaron Nola	7	-0.1610	yes
Sean Manaea	6	-0.1407	yes
Andrew Painter	9	-0.1257	yes
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
Walker Buehler	9	-0.0082	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
Sandy Alcantara	9	+0.0510	no
Will Warren	8	+0.0703	no
Jack Perkins	9	+0.1415	no

batter_strikeout_rate [average] · SO / batter · 179 players

player	games	KPI gain	left out of verdict
Jeremiah Jackson	3	-0.5967	no
Pete Alonso	3	-0.5546	no
Jo Adell	3	-0.4277	no
George Lombard Jr.	6	-0.3993	no
Christian Walker	4	-0.3953	no
Bryce Harper	3	-0.3313	no
Manny Machado	6	-0.3300	no
Trea Turner	3	-0.3160	no
Paul Goldschmidt	2	-0.3146	no
Victor Bericoto	2	-0.2661	no
Juan Brito	1	-0.2547	no
J.T. Realmuto	3	-0.2492	no
Anthony Volpe	3	-0.2478	no
David Hamilton	1	-0.2353	no
Carson Benge	3	-0.2341	no
Ty France	6	-0.1926	no
Turner Hill	2	-0.1861	no
Luis Campusano	2	-0.1858	no
Agustín Ramírez	3	-0.1765	no
Taylor Walls	3	-0.1693	no
Grant McCray	1	-0.1680	no
Bryce Teodosio	3	-0.1677	no
Jonny DeLuca	3	-0.1670	no
Nolan Arenado	4	-0.1650	no
Ceddanne Rafaela	3	-0.1616	no
Shay Whitcomb	2	-0.1589	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
Ezequiel Duran	3	-0.1173	no
Danny Jansen	2	-0.1103	no
Ethan Salas	3	-0.1091	no
Ben Rice	6	-0.1037	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
Hunter Feduccia	2	-0.0928	no
Drew Cavanaugh	2	-0.0927	no
Ben Ross	2	-0.0921	no
Christian Moore	5	-0.0898	no
Dansby Swanson	4	-0.0851	no
Andrés Chaparro	1	-0.0850	no
Jahmai Jones	2	-0.0790	no
Amed Rosario	2	-0.0766	no
JJ Bleday	2	-0.0759	no
Jonah Cox	4	-0.0753	no
Ronald Acuña Jr.	3	-0.0723	no
Victor Caratini	1	-0.0721	no
Dustin Harris	5	-0.0707	no
Chase Meidroth	3	-0.0693	no
J.P. Crawford	4	-0.0691	no
Shohei Ohtani	3	-0.0689	no
Zack Gelof	3	-0.0661	no
Harry Ford	1	-0.0646	no
Victor Mesa Jr.	1	-0.0616	no
Josh Smith	2	-0.0584	no
David Fry	1	-0.0570	no
Aaron Sabato	2	-0.0555	no
Dominic Canzone	4	-0.0534	no
Vaughn Grissom	1	-0.0529	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
Brice Turang	1	-0.0438	no
Cole Carrigg	2	-0.0418	no
Carlos Jorge	1	-0.0388	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
Christian Vázquez	1	-0.0234	no
Alan Roden	3	-0.0233	no
Luis Lara	2	-0.0218	no
Ryan O'Hearn	2	-0.0217	no
Enrique Hernández	1	-0.0177	no
Christian Koss	4	-0.0156	no
Kody Clemens	3	-0.0151	no
Leo Rivas	2	-0.0148	no
Josue De Paula	1	-0.0144	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
Graham Pauley	1	+0.0110	no
Salvador Perez	3	+0.0118	no
Brock Rodden	1	+0.0118	no
Gary Sánchez	1	+0.0119	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
Jonathan Aranda	2	+0.0207	no
Josh Bell	2	+0.0223	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
Tim Tawa	4	+0.0264	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
Emmanuel Rodriguez	4	+0.0356	no
Corbin Carroll	4	+0.0381	no
Jared Serna	1	+0.0387	no
Marcus Semien	3	+0.0391	no
Mike Yastrzemski	1	+0.0392	no
Jake Cronenworth	6	+0.0393	no
Andrew Benintendi	1	+0.0452	no
John Rave	2	+0.0460	no
Pavin Smith	3	+0.0471	no
Marcelo Mayer	2	+0.0473	no
Michael Arroyo	1	+0.0473	no
Joey Ortiz	4	+0.0475	no
Michael Busch	4	+0.0489	no
Christian Encarnacion-Strand	2	+0.0499	no
Deyvison De Los Santos	2	+0.0569	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
Wilyer Abreu	4	+0.0670	no
Daylen Lile	1	+0.0697	no
Francisco Lindor	3	+0.0718	no
Lars Nootbaar	3	+0.0741	no
Corey Seager	3	+0.0844	no
Adael Amador	1	+0.0887	no
José Caballero	2	+0.0910	no
Moisés Ballesteros	3	+0.0916	no
Wyatt Langford	3	+0.0950	no
Jackson Merrill	6	+0.0997	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
Andrew Knizner	2	+0.1081	no
Jakob Marsee	3	+0.1141	no
Thomas Saggese	2	+0.1147	no
Samad Taylor	4	+0.1162	no
Jose Altuve	4	+0.1298	no
Tommy Edman	5	+0.1456	no
Sal Stewart	3	+0.1486	no
Nick Sogard	4	+0.1667	no
Scott Bandura	1	+0.1690	no
Ryan Vilade	1	+0.1803	no
Wade Meckler	4	+0.1859	no
Walker Jenkins	3	+0.1979	no
Masyn Winn	2	+0.2214	no
Brett Harris	2	+0.2323	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	4	+0.3488	no
Gunnar Henderson	3	+0.4339	no

pitcher_strikeout_rate [average] · SO / pitcher · 46 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
Walker Buehler	9	-0.0249	no
Corbin Burnes	9	-0.0227	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
Matt Wilkinson	9	+0.0036	no
Kade Anderson	9	+0.0089	no
Will Warren	8	+0.0173	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
Dean Kremer	9	+0.1491	no
Brock Stewart	7	+0.1697	no
Daniel Espino	9	+0.1890	no

batter_strikeout_rate [all] · SO / batter · 335 players

player	games	KPI gain	left out of verdict
Coby Mayo	3	-0.6461	no
Jeremiah Jackson	3	-0.5967	no
Pete Alonso	3	-0.5546	no
Samuel Basallo	1	-0.5279	no
Kyle Schwarber	3	-0.4835	no
Leody Taveras	2	-0.4815	no
Jo Adell	3	-0.4277	no
George Lombard Jr.	6	-0.3993	no
Christian Walker	4	-0.3953	no
Bryce Harper	3	-0.3313	no
Manny Machado	6	-0.3300	no
Trea Turner	3	-0.3160	no
Paul Goldschmidt	2	-0.3146	no
Taylor Trammell	3	-0.3129	no
Heriberto Hernández	4	-0.2866	no
Victor Bericoto	2	-0.2661	no
Kyle Stowers	3	-0.2654	no
Juan Brito	1	-0.2547	no
Xander Bogaerts	6	-0.2505	no
J.T. Realmuto	3	-0.2492	no
Anthony Volpe	3	-0.2478	no
Yandy Díaz	3	-0.2398	no
David Hamilton	1	-0.2353	no
Carson Benge	3	-0.2341	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
Ty France	6	-0.1926	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
Agustín Ramírez	3	-0.1765	no
Austin Wells	5	-0.1728	no
Jordan Walker	3	-0.1697	no
Taylor Walls	3	-0.1693	no
Grant McCray	1	-0.1680	no
Bryce Teodosio	3	-0.1677	no
Jonny DeLuca	3	-0.1670	no
Nolan Arenado	4	-0.1650	no
Yordan Alvarez	4	-0.1622	no
Ceddanne Rafaela	3	-0.1616	no
Jarren Duran	2	-0.1599	no
Shay Whitcomb	2	-0.1589	no
Yainer Diaz	4	-0.1586	no
Ozzie Albies	4	-0.1581	no
Isaac Paredes	4	-0.1547	no
Nick Morabito	2	-0.1407	no
Brandon Nimmo	3	-0.1388	no
Josh Lowe	2	-0.1380	no
Rafael Flores Jr.	2	-0.1365	no
Griffin Conine	3	-0.1357	no
Kyle Karros	3	-0.1349	no
Mike Trout	5	-0.1326	no
Colson Montgomery	3	-0.1297	no
Kyle Teel	1	-0.1287	no
Danny Jansen	3	-0.1281	no
Cody Bellinger	5	-0.1262	no
Julio Rodríguez	3	-0.1254	no
Royce Lewis	2	-0.1226	no
Randy Arozarena	4	-0.1214	no
Ezequiel Duran	3	-0.1173	no
Luis Arraez	3	-0.1128	no
Ethan Salas	3	-0.1091	no
Ben Rice	6	-0.1037	no
Mookie Betts	5	-0.1029	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
Hunter Feduccia	2	-0.0928	no
Drew Cavanaugh	2	-0.0927	no
Ben Ross	2	-0.0921	no
Brady House	1	-0.0919	no
Christian Moore	5	-0.0898	no
Dansby Swanson	4	-0.0851	no
Andrés Chaparro	1	-0.0850	no
Spencer Jones	5	-0.0840	no
Evan Carter	1	-0.0825	no
JJ Wetherholt	2	-0.0823	no
Jahmai Jones	2	-0.0790	no
Jung Hoo Lee	1	-0.0786	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
Jonah Cox	4	-0.0753	no
George Springer	1	-0.0745	no
Ronald Acuña Jr.	3	-0.0723	no
Victor Caratini	1	-0.0721	no
Nathan Lukes	2	-0.0713	no
Dustin Harris	5	-0.0707	no
Joe Mack	2	-0.0700	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
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
Victor Mesa Jr.	1	-0.0616	no
Austin Riley	4	-0.0608	no
Carson Kelly	3	-0.0588	no
Josh Smith	2	-0.0584	no
Justin Crawford	3	-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
Richie Palacios	3	-0.0419	no
Cole Carrigg	2	-0.0418	no
Cooper Pratt	3	-0.0392	no
Nathan Church	3	-0.0389	no
Carlos Jorge	1	-0.0388	no
Tyler Stephenson	1	-0.0383	no
Luke Keaschall	3	-0.0373	no
Keibert Ruiz	1	-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
Vaughn Grissom	5	-0.0308	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
Christian Vázquez	1	-0.0234	no
Alan Roden	3	-0.0233	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
Enrique Hernández	1	-0.0177	no
Brayan Rocchio	3	-0.0169	no
Kyle Tucker	4	-0.0165	no
Christian Koss	4	-0.0156	no
Kody Clemens	3	-0.0151	no
Leo Rivas	2	-0.0148	no
Josue De Paula	1	-0.0144	no
Henry Davis	1	-0.0135	no
Patrick Bailey	2	-0.0133	no
Nico Hoerner	3	-0.0130	no
Shea Langeliers	3	-0.0104	no
Miguel Rojas	1	-0.0094	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
Fernando Tatis Jr.	6	-0.0015	no
Jake Mangum	2	-0.0012	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
Max Muncy	3	+0.0103	no
Zach McKinstry	1	+0.0109	no
Alex Bregman	1	+0.0109	no
Graham Pauley	1	+0.0110	no
Salvador Perez	3	+0.0118	no
Brock Rodden	1	+0.0118	no
Gary Sánchez	1	+0.0119	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
Maikel Garcia	2	+0.0185	no
Geraldo Perdomo	4	+0.0194	no
Nick Gonzales	2	+0.0202	no
Jonathan Aranda	2	+0.0207	no
Josh Bell	2	+0.0223	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
Tim Tawa	4	+0.0264	no
Braden Montgomery	2	+0.0264	no
Justin Foscue	1	+0.0265	no
Gabriel Moreno	4	+0.0273	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
Emmanuel Rodriguez	4	+0.0356	no
Josh Naylor	4	+0.0367	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
Corbin Carroll	4	+0.0381	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
Jake Cronenworth	6	+0.0393	no
Miguel Vargas	3	+0.0400	no
Ernie Clement	2	+0.0427	no
Esteury Ruiz	1	+0.0430	no
Brett Sullivan	1	+0.0436	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
Pavin Smith	3	+0.0471	no
Marcelo Mayer	2	+0.0473	no
Michael Arroyo	1	+0.0473	no
Joey Ortiz	4	+0.0475	no
Michael Busch	4	+0.0489	no
Christian Encarnacion-Strand	2	+0.0499	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
Deyvison De Los Santos	2	+0.0569	no
Nasim Nuñez	1	+0.0579	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
Wilyer Abreu	4	+0.0670	no
Nicky Lopez	1	+0.0681	no
Daylen Lile	1	+0.0697	no
Teoscar Hernández	5	+0.0703	no
Cole Young	4	+0.0706	no
Francisco Lindor	3	+0.0718	no
Denzer Guzman	4	+0.0725	no
Luis García Jr.	3	+0.0733	no
Brooks Lee	4	+0.0739	no
Lars Nootbaar	3	+0.0741	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
Adael Amador	1	+0.0887	no
José Caballero	2	+0.0910	no
Moisés Ballesteros	3	+0.0916	no
Oneil Cruz	2	+0.0932	no
Brandon Valenzuela	1	+0.0943	no
Wyatt Langford	3	+0.0950	no
Drew Gilbert	2	+0.0974	no
Jackson Merrill	6	+0.0997	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
Andrew Knizner	2	+0.1081	no
Mickey Moniak	2	+0.1125	no
Javier Sanoja	4	+0.1137	no
Jakob Marsee	3	+0.1141	no
Thomas Saggese	2	+0.1147	no
Samad Taylor	4	+0.1162	no
Brandon Lowe	3	+0.1175	no
Ketel Marte	4	+0.1192	no
Jose Altuve	4	+0.1298	no
Freddie Freeman	5	+0.1301	no
Steven Kwan	3	+0.1349	no
Cal Raleigh	4	+0.1429	no
Tommy Edman	5	+0.1456	no
Sal Stewart	3	+0.1486	no
Bo Bichette	3	+0.1515	no
Willson Contreras	1	+0.1570	no
Jose Siri	3	+0.1652	no
Nick Sogard	4	+0.1667	no
Scott Bandura	1	+0.1690	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
Brice Turang	5	+0.1823	no
Otto Lopez	4	+0.1839	no
Matt McLain	3	+0.1848	no
Wade Meckler	4	+0.1859	no
Hunter Goodman	3	+0.1869	no
Walker Jenkins	3	+0.1979	no
Iván Herrera	3	+0.2093	no
Christian Yelich	4	+0.2130	no
Masyn Winn	2	+0.2214	no
José Ramírez	3	+0.2269	no
Brett Harris	2	+0.2323	no
Jeremy Peña	3	+0.2332	no
Leonardo Bernal	3	+0.2357	no
Elly De La Cruz	3	+0.2510	no
Eugenio Suárez	2	+0.2785	no
William Contreras	5	+0.2813	no
Roman Anthony	3	+0.2972	no
Dane Myers	2	+0.3068	no
Travis Bazzana	3	+0.3088	no
Colton Cowser	3	+0.3111	no
Matt Olson	4	+0.3219	no
Garrett Mitchell	5	+0.3261	no
Zach Neto	5	+0.3273	no
Jackson Chourio	4	+0.3488	no
Heliot Ramos	5	+0.4199	no
Jake Bauers	5	+0.4325	no
Gunnar Henderson	3	+0.4339	no
Dylan Beavers	3	+0.4815	no

pitcher_strikeout_rate [all] · SO / pitcher · 100 players

player	games	KPI gain	left out of verdict
Jacob Misiorowski	17	-1.8245	no
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
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
Sandy Alcantara	9	-0.1558	no
Brandon Young	8	-0.1497	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
Walker Buehler	9	-0.0249	no
Corbin Burnes	9	-0.0227	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
Matt Wilkinson	9	+0.0036	no
Janson Junk	8	+0.0056	no
Kade Anderson	9	+0.0089	no
Will Warren	8	+0.0173	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	18	+0.1259	no
Brandon Williamson	8	+0.1426	no
Dean Kremer	9	+0.1491	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
Jack Dreyer	9	+0.3561	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

batter_strikeout_rate [strong] · SO / batter · 63 players

player	games	KPI gain	left out of verdict
Xander Bogaerts	6	-0.2505	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	5	-0.1262	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
Cooper Pratt	3	-0.0392	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
Fernando Tatis Jr.	6	-0.0015	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
Maikel Garcia	2	+0.0185	no
Nick Gonzales	2	+0.0202	no
Vaughn Grissom	4	+0.0221	no
Gabriel Moreno	4	+0.0273	no
Trent Grisham	1	+0.0298	no
Mickey Gasper	1	+0.0299	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
Nicky Lopez	1	+0.0681	no
Cole Young	4	+0.0706	no
Luis García Jr.	3	+0.0733	no
Brooks Lee	4	+0.0739	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	4	+0.1192	no
Freddie Freeman	5	+0.1301	no
Bo Bichette	3	+0.1515	no
Jake McCarthy	3	+0.1771	no
Iván Herrera	1	+0.2149	no
William Contreras	5	+0.2813	no

derived_batter_hit_rate [strong] · H / batter · 64 players

player	games	KPI gain	left out of verdict
Junior Caminero	4	-0.2020	no
William Contreras	5	-0.1704	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	5	-0.0805	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
Joey Ortiz	4	-0.0472	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
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
Miguel Rojas	1	+0.0009	no
Hao-Yu Lee	2	+0.0046	no
Vladimir Guerrero Jr.	1	+0.0066	no
Garrett Mitchell	1	+0.0086	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
Brandon Marsh	2	+0.0508	no
Cooper Pratt	2	+0.0558	no
Mookie Betts	4	+0.0584	no
Alex Bregman	1	+0.0652	no
Chase Meidroth	3	+0.0672	no
Wade Meckler	3	+0.0680	no
Cody Bellinger	5	+0.0689	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
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	6	+0.2065	no

batter_walk_rate [average] · BB / batter · 172 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	4	-0.1225	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
Teoscar Hernández	5	-0.0827	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
Connor Norby	1	-0.0667	no
Eduardo Valencia	1	-0.0663	no
Zach Neto	5	-0.0641	no
Dominic Canzone	4	-0.0618	no
Ha-Seong Kim	1	-0.0598	no
Javier Báez	1	-0.0595	no
Walker Jenkins	3	-0.0584	no
Moisés Ballesteros	3	-0.0582	no
Wade Meckler	4	-0.0581	no
Pavin Smith	3	-0.0484	no
Coby Mayo	3	-0.0457	no
Carlos Cortes	3	-0.0410	no
Héctor Rodríguez	2	-0.0402	no
Luke Keaschall	3	-0.0379	no
Lucas Spence	2	-0.0375	no
Royce Lewis	2	-0.0364	no
Cooper Pratt	3	-0.0349	no
Turner Hill	2	-0.0334	no
Jackson Chourio	4	-0.0331	no
Jordan Walker	3	-0.0330	no
Josh Jung	2	-0.0323	no
Christian Yelich	4	-0.0308	no
Ryan Vilade	1	-0.0278	no
Samuel Basallo	1	-0.0268	no
CJ Abrams	2	-0.0266	no
Ezequiel Duran	3	-0.0264	no
Kyle Teel	1	-0.0251	no
Ben Ross	2	-0.0249	no
Victor Caratini	1	-0.0233	no
Ethan Salas	3	-0.0231	no
Kyle Stowers	3	-0.0195	no
Anthony Volpe	2	-0.0193	no
Aaron Sabato	2	-0.0184	no
Maikel Garcia	2	-0.0176	no
Emmanuel Rodriguez	4	-0.0175	no
A.J. Ewing	3	-0.0172	no
Christian Encarnacion-Strand	2	-0.0170	no
Christian Koss	3	-0.0165	no
Josue De Paula	1	-0.0162	no
Ryan Kreidler	2	-0.0158	no
Rafael Flores Jr.	2	-0.0125	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
Enrique Hernández	1	-0.0086	no
Drew Cavanaugh	2	-0.0085	no
Brock Rodden	1	-0.0085	no
Sal Frelick	1	-0.0079	no
Samad Taylor	4	-0.0073	no
Alan Roden	3	-0.0071	no
Alec Burleson	3	-0.0069	no
Adael Amador	1	-0.0067	no
Drew Gilbert	2	-0.0064	no
Tim Tawa	4	-0.0061	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
Isiah Kiner-Falefa	1	-0.0051	no
Jared Triolo	1	-0.0048	no
Bryan De La Cruz	1	-0.0048	no
Grant McCray	1	-0.0035	no
Scott Bandura	1	-0.0032	no
Tommy White	1	-0.0028	no
Andrew Knizner	2	-0.0025	no
Leonardo Bernal	3	-0.0024	no
Victor Bericoto	2	-0.0013	no
Harry Ford	1	-0.0012	no
Nasim Nuñez	1	-0.0012	no
Carson Kelly	3	-0.0010	no
Graham Pauley	1	-0.0005	no
Shay Whitcomb	2	-0.0002	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
Bo Davidson	1	+0.0021	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
Brett Harris	2	+0.0067	no
Nick Loftin	2	+0.0067	no
John Rave	2	+0.0069	no
Deyvison De Los Santos	2	+0.0078	no
Caleb Durbin	4	+0.0079	no
David Fry	1	+0.0083	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
Paul Goldschmidt	2	+0.0130	no
Thomas Saggese	2	+0.0131	no
Cole Carrigg	2	+0.0131	no
Joey Ortiz	4	+0.0136	no
Josh Bell	2	+0.0138	no
Carlos Jorge	1	+0.0142	no
Leody Taveras	2	+0.0143	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
Josh Lowe	2	+0.0202	no
Zach McKinstry	1	+0.0203	no
Spencer Jones	5	+0.0211	no
Bryce Teodosio	3	+0.0223	no
Sam Antonacci	1	+0.0250	no
David Hamilton	1	+0.0259	no
Donovan Walton	3	+0.0276	no
Nick Morabito	2	+0.0291	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
Christian Moore	5	+0.0333	no
Jake Burger	3	+0.0339	no
Masyn Winn	2	+0.0349	no
Patrick Bailey	2	+0.0354	no
Max Clark	1	+0.0400	no
Carson Benge	3	+0.0404	no
Troy Johnston	1	+0.0439	no
Ketel Marte	4	+0.0452	no
Dylan Beavers	3	+0.0458	no
Zac Veen	2	+0.0474	no
Jonah Cox	4	+0.0477	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
Gunnar Henderson	3	+0.0564	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
Mookie Betts	5	+0.0729	no
Dustin Harris	5	+0.0754	no
Adley Rutschman	4	+0.0757	no
William Contreras	5	+0.0767	no
Fernando Tatis Jr.	6	+0.0868	no
Jake Cronenworth	6	+0.0945	no
Jonathan Aranda	1	+0.0985	no
Nolan Arenado	4	+0.1001	no
Sal Stewart	3	+0.1287	no
George Lombard Jr.	6	+0.2310	no

pitcher_walk_rate [average] · BB / pitcher · 51 players

player	games	KPI gain	left out of verdict
Ryan Johnson	18	-0.1613	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
Matt Wilkinson	9	-0.0967	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
Jack Dreyer	9	-0.0089	no
Dean Kremer	9	-0.0088	no
Brandon Young	8	-0.0067	no
Brock Stewart	7	-0.0050	no
Tyler Glasnow	9	-0.0034	no
Walker Buehler	9	-0.0030	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
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
Will Warren	8	+0.0585	no
Eduardo Rodriguez	9	+0.1060	no
Max Fried	6	+0.1296	no
Zack Wheeler	7	+0.1367	no
Corbin Burnes	9	+0.1427	no
Aaron Nola	7	+0.2024	no

derived_batter_hit_rate [all] · H / batter · 335 players

player	games	KPI gain	left out of verdict
Gabriel Moreno	4	-0.4644	no
Tim Tawa	4	-0.3979	no
Ketel Marte	4	-0.3694	no
Corbin Carroll	4	-0.3109	no
Fernando Tatis Jr.	6	-0.2930	no
Yandy Díaz	3	-0.2067	no
Junior Caminero	4	-0.2020	no
Garrett Mitchell	5	-0.1840	no
William Contreras	5	-0.1704	no
Manny Machado	6	-0.1618	no
Zack Gelof	3	-0.1578	no
Taylor Walls	3	-0.1564	no
George Lombard Jr.	6	-0.1535	no
Isaac Paredes	4	-0.1499	no
Ethan Salas	3	-0.1456	no
Matt Olson	4	-0.1372	no
Adley Rutschman	4	-0.1276	no
Ty France	6	-0.1220	no
Tristan Peters	2	-0.1188	no
Sam Antonacci	1	-0.1145	no
Cam Smith	4	-0.1144	no
Coby Mayo	3	-0.1134	no
Luis Campusano	2	-0.1106	no
Colton Cowser	3	-0.1081	no
Wilyer Abreu	4	-0.1067	no
Kyle Tucker	4	-0.1040	no
JJ Wetherholt	2	-0.1036	no
Will Smith	3	-0.1008	no
Lawrence Butler	3	-0.0989	no
Juan Soto	3	-0.0988	no
Jake Burger	3	-0.0965	no
Shohei Ohtani	3	-0.0949	no
Jake Bauers	5	-0.0884	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	5	-0.0805	no
Carson Benge	3	-0.0797	no
Nathan Lukes	2	-0.0792	no
Nick Gonzales	2	-0.0765	no
Austin Wells	5	-0.0761	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	3	-0.0602	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
Victor Bericoto	2	-0.0523	no
Bryan Reynolds	2	-0.0508	no
Nico Hoerner	3	-0.0491	no
Otto Lopez	4	-0.0489	no
Richie Palacios	3	-0.0488	no
Freddie Freeman	5	-0.0480	no
Joey Ortiz	4	-0.0472	no
Denzer Guzman	4	-0.0449	no
Andrew Benintendi	1	-0.0445	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
Gary Sánchez	1	-0.0412	no
Nicky Lopez	1	-0.0409	no
David Hamilton	1	-0.0403	no
Heriberto Hernández	4	-0.0401	no
Gleyber Torres	1	-0.0397	no
Zach Neto	5	-0.0394	no
Mark Vientos	2	-0.0392	no
Anthony Volpe	3	-0.0383	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
Jackson Chourio	4	-0.0346	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
Jung Hoo Lee	1	-0.0329	no
Keibert Ruiz	1	-0.0327	no
Juan Brito	1	-0.0321	no
Spencer Jones	5	-0.0319	no
Joe Mack	2	-0.0306	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
Jakob Marsee	3	-0.0291	no
Brooks Lee	4	-0.0278	no
Elly De La Cruz	3	-0.0259	no
Bobby Witt Jr.	3	-0.0258	no
Salvador Perez	3	-0.0252	no
Emmanuel Rodriguez	4	-0.0245	no
Walker Jenkins	3	-0.0244	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
Alan Roden	3	-0.0226	no
Troy Johnston	1	-0.0224	no
Drew Gilbert	2	-0.0223	no
David Fry	1	-0.0221	no
Jose Siri	3	-0.0205	no
Michael Harris II	4	-0.0198	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
Christian Koss	4	-0.0161	no
Bryan De La Cruz	1	-0.0155	no
Cal Raleigh	4	-0.0152	no
Nick Loftin	2	-0.0149	no
Deyvison De Los Santos	2	-0.0145	no
Josh Bell	2	-0.0144	no
Danny Jansen	3	-0.0140	no
Riley Greene	1	-0.0135	no
TJ Rumfield	3	-0.0124	no
Dane Myers	2	-0.0117	no
Ben Malgeri	2	-0.0110	no
Dillon Dingler	1	-0.0109	no
Brice Turang	5	-0.0107	no
Luis Torrens	1	-0.0100	no
Josh Lowe	2	-0.0087	no
Jake McCarthy	3	-0.0084	no
Esteury Ruiz	1	-0.0081	no
Jared Serna	1	-0.0081	no
Andy Pages	3	-0.0078	no
Ben Ross	2	-0.0073	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
Graham Pauley	1	-0.0041	no
Jonathan Aranda	2	-0.0040	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
Nasim Nuñez	1	-0.0017	no
Royce Lewis	2	-0.0015	no
Amed Rosario	2	-0.0015	no
Ezequiel Duran	3	-0.0013	no
Jacob Gonzalez	1	-0.0011	no
Vinnie Pasquantino	3	-0.0006	no
Heliot Ramos	5	+0.0005	no
Brock Rodden	1	+0.0005	no
Enrique Hernández	1	+0.0008	no
Carson Kelly	3	+0.0008	no
Miguel Rojas	1	+0.0009	no
Luis Lara	2	+0.0009	no
Josue De Paula	1	+0.0010	no
Michael Arroyo	1	+0.0011	no
Harry Ford	1	+0.0017	no
Jacob Young	1	+0.0024	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
Vladimir Guerrero Jr.	1	+0.0066	no
Zac Veen	2	+0.0068	no
Brett Sullivan	1	+0.0070	no
Jac Caglianone	2	+0.0075	no
Brian Navarreto	1	+0.0079	no
Victor Caratini	1	+0.0083	no
Bo Davidson	1	+0.0083	no
Isaac Collins	1	+0.0087	no
Tommy Edman	5	+0.0097	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
Carlos Narváez	1	+0.0125	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
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
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
Javier Sanoja	4	+0.0194	no
Hunter Feduccia	2	+0.0196	no
Spencer Torkelson	2	+0.0210	no
Ryan O'Hearn	2	+0.0211	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
Christian Vázquez	1	+0.0265	no
Seiya Suzuki	4	+0.0276	no
Ian Happ	4	+0.0283	no
Grant McCray	1	+0.0285	no
Luke Keaschall	3	+0.0287	no
Kyle Stowers	3	+0.0294	no
Scott Bandura	1	+0.0302	no
Brett Harris	2	+0.0308	no
Paul Goldschmidt	2	+0.0308	no
Xander Bogaerts	6	+0.0311	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
Kody Clemens	3	+0.0341	no
Ronald Acuña Jr.	3	+0.0345	no
Javier Báez	1	+0.0348	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
José Caballero	2	+0.0384	no
Agustín Ramírez	3	+0.0386	no
Christian Moore	5	+0.0389	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
Shay Whitcomb	2	+0.0409	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
Christian Yelich	4	+0.0458	no
Jarren Duran	2	+0.0472	no
Andrew Knizner	2	+0.0474	no
Dustin Harris	5	+0.0482	no
Jahmai Jones	2	+0.0488	no
Ryan McMahon	2	+0.0503	no
Brandon Marsh	2	+0.0508	no
Wade Meckler	4	+0.0516	no
J.T. Realmuto	3	+0.0533	no
Griffin Conine	3	+0.0539	no
Mookie Betts	5	+0.0573	no
Myles Straw	2	+0.0580	no
Braden Montgomery	2	+0.0582	no
Lucas Spence	2	+0.0602	no
Brandon Valenzuela	1	+0.0616	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
Cody Bellinger	5	+0.0689	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
Yordan Alvarez	4	+0.0802	no
Drake Baldwin	4	+0.0807	no
Max Muncy	3	+0.0810	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
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
Jeff McNeil	3	+0.0900	no
Jonny DeLuca	3	+0.0908	no
Cooper Pratt	3	+0.0924	no
Ceddanne Rafaela	3	+0.0945	no
Yainer Diaz	4	+0.0948	no
Leody Taveras	2	+0.0960	no
Kyle Schwarber	3	+0.0970	no
Chandler Simpson	3	+0.1009	no
Mike Trout	5	+0.1024	no
Jonah Cox	4	+0.1035	no
Ryan Vilade	1	+0.1082	no
Vaughn Grissom	5	+0.1091	no
Carlos Cortes	3	+0.1101	no
Samuel Basallo	1	+0.1110	no
Luis García Jr.	3	+0.1167	no
Dylan Beavers	3	+0.1188	no
Pete Alonso	3	+0.1199	no
Jeremiah Jackson	3	+0.1210	no
Roman Anthony	3	+0.1239	no
Liam Hicks	3	+0.1337	no
Gunnar Henderson	3	+0.1427	no
Caleb Durbin	4	+0.1439	no
Miguel Vargas	3	+0.1448	no
Ben Rice	6	+0.1513	no
Samad Taylor	4	+0.1589	no
Alec Burleson	3	+0.1656	no
Pavin Smith	3	+0.1724	no
Shea Langeliers	3	+0.1869	no
Jackson Merrill	6	+0.2065	no
Jake Cronenworth	6	+0.2193	no
Lars Nootbaar	3	+0.2809	no
Nolan Arenado	4	+0.4399	no
Geraldo Perdomo	4	+0.4595	no

derived_pitcher_hit_rate_allowed [all] · H / pitcher · 100 players

player	games	KPI gain	left out of verdict
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
Jacob Misiorowski	17	-0.1454	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
Corbin Burnes	9	-0.0606	no
Mason Barnett	9	-0.0472	no
Ryan Johnson	18	-0.0438	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
Walker Buehler	9	-0.0082	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
Gerrit Cole	14	+0.0020	no
Andrew Abbott	8	+0.0021	no
Chris Bassitt	9	+0.0041	no
Cristian Javier	9	+0.0042	no
Matt Wilkinson	9	+0.0056	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
Dean Kremer	9	+0.0132	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
Brandon Young	8	+0.0180	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
Sandy Alcantara	9	+0.0510	no
Brock Stewart	7	+0.0554	no
Chris Sale	6	+0.0641	no
Will Warren	8	+0.0703	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
Jack Dreyer	9	+0.1646	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_strikeout_rate [weak] · SO / pitcher · 26 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
Sandy Alcantara	9	-0.1558	no
Brandon Young	8	-0.1497	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	18	+0.1259	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

derived_pitcher_hit_rate_allowed [average] · H / pitcher · 45 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
Corbin Burnes	9	-0.0606	no
Ryan Johnson	18	-0.0438	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
Gerrit Cole	14	+0.0020	no
Matt Wilkinson	9	+0.0056	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
Dean Kremer	9	+0.0132	no
Zebby Matthews	5	+0.0162	no
Bryan Woo	9	+0.0174	no
Brandon Young	8	+0.0180	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

derived_batter_hit_rate [average] · H / batter · 186 players

player	games	KPI gain	left out of verdict
Tim Tawa	4	-0.3979	no
Ketel Marte	4	-0.3694	no
Corbin Carroll	4	-0.3109	no
Garrett Mitchell	4	-0.1926	no
George Lombard Jr.	6	-0.1535	no
Isaac Paredes	4	-0.1499	no
Ethan Salas	3	-0.1456	no
Matt Olson	4	-0.1372	no
Coby Mayo	3	-0.1134	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 Burger	3	-0.0965	no
Jake Bauers	5	-0.0884	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
Brice Turang	4	-0.0569	no
Rafael Flores Jr.	2	-0.0551	no
Trevor Story	3	-0.0541	no
Victor Bericoto	2	-0.0523	no
Bryan Reynolds	2	-0.0508	no
Denzer Guzman	4	-0.0449	no
Andrew Benintendi	1	-0.0445	no
Sean Murphy	3	-0.0413	no
Nicky Lopez	1	-0.0409	no
David Hamilton	1	-0.0403	no
Gleyber Torres	1	-0.0397	no
Zach Neto	5	-0.0394	no
Mark Vientos	2	-0.0392	no
Anthony Volpe	3	-0.0383	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
Drew Gilbert	1	-0.0345	no
Ronny Simon	2	-0.0335	no
Masyn Winn	2	-0.0330	no
Juan Brito	1	-0.0321	no
Spencer Jones	5	-0.0319	no
Joe Mack	2	-0.0306	no
Nick Sogard	4	-0.0301	no
Adael Amador	1	-0.0297	no
Salvador Perez	3	-0.0252	no
Emmanuel Rodriguez	4	-0.0245	no
Walker Jenkins	3	-0.0244	no
Travis Bazzana	3	-0.0236	no
Alan Roden	3	-0.0226	no
David Fry	1	-0.0221	no
Jose Siri	3	-0.0205	no
Elias Díaz	1	-0.0179	no
Spencer Horwitz	2	-0.0168	no
Christian Koss	4	-0.0161	no
Bryan De La Cruz	1	-0.0155	no
Nick Loftin	2	-0.0149	no
Deyvison De Los Santos	2	-0.0145	no
Dane Myers	2	-0.0117	no
Ben Malgeri	2	-0.0110	no
Josh Bell	1	-0.0109	no
Dillon Dingler	1	-0.0109	no
Luis Torrens	1	-0.0100	no
Brooks Lee	1	-0.0090	no
Jared Serna	1	-0.0081	no
Heriberto Hernández	1	-0.0080	no
Ben Ross	2	-0.0073	no
Maikel Garcia	2	-0.0070	no
Ha-Seong Kim	1	-0.0061	no
Victor Mesa Jr.	1	-0.0057	no
Graham Pauley	1	-0.0041	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
Mookie Betts	1	-0.0011	no
Jacob Gonzalez	1	-0.0011	no
Hunter Feduccia	1	-0.0006	no
Vinnie Pasquantino	3	-0.0006	no
Heliot Ramos	5	+0.0005	no
Brock Rodden	1	+0.0005	no
Enrique Hernández	1	+0.0008	no
Luis Lara	2	+0.0009	no
Josue De Paula	1	+0.0010	no
Michael Arroyo	1	+0.0011	no
Harry Ford	1	+0.0017	no
Dylan Crews	1	+0.0024	no
Jacob Young	1	+0.0024	no
Moisés Ballesteros	1	+0.0025	no
Nathaniel Lowe	1	+0.0033	no
Tyler Stephenson	1	+0.0034	no
Zac Veen	2	+0.0068	no
Brett Sullivan	1	+0.0070	no
Brian Navarreto	1	+0.0079	no
Bo Davidson	1	+0.0083	no
Alec Bohm	1	+0.0086	no
Tommy Edman	5	+0.0097	no
Brett Baty	1	+0.0097	no
Christian Yelich	3	+0.0099	no
Kyle Karros	3	+0.0103	no
Max Clark	1	+0.0108	no
Jordan Beck	1	+0.0108	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
Julio Rodríguez	3	+0.0190	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
Grant McCray	1	+0.0285	no
Kyle Stowers	3	+0.0294	no
Scott Bandura	1	+0.0302	no
Brett Harris	2	+0.0308	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
Kody Clemens	3	+0.0341	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
José Caballero	2	+0.0384	no
Agustín Ramírez	3	+0.0386	no
Christian Moore	5	+0.0389	no
Jorbit Vivas	1	+0.0392	no
Jared Triolo	1	+0.0401	no
Héctor Rodríguez	2	+0.0405	no
Shay Whitcomb	2	+0.0409	no
Trea Turner	3	+0.0428	no
Carson Kelly	1	+0.0442	no
Andrew Knizner	2	+0.0474	no
Iván Herrera	1	+0.0481	no
Dustin Harris	5	+0.0482	no
Jahmai Jones	2	+0.0488	no
Griffin Conine	3	+0.0539	no
Myles Straw	2	+0.0580	no
Lucas Spence	2	+0.0602	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	3	+0.0810	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
Jonah Cox	4	+0.1035	no
Ryan Vilade	1	+0.1082	no
Vaughn Grissom	5	+0.1091	no
Carlos Cortes	3	+0.1101	no
Samuel Basallo	1	+0.1110	no
Dylan Beavers	3	+0.1188	no
Pete Alonso	3	+0.1199	no
Jeremiah Jackson	3	+0.1210	no
Roman Anthony	3	+0.1239	no
Caleb Durbin	4	+0.1439	no
Miguel Vargas	3	+0.1448	no
Ben Rice	6	+0.1513	no
Samad Taylor	4	+0.1589	no
Pavin Smith	3	+0.1724	no
Nolan Arenado	4	+0.4399	no
Geraldo Perdomo	4	+0.4595	no

batter_home_run_rate [strong] · HR / batter · 58 players

player	games	KPI gain	left out of verdict
Yainer Diaz	4	-0.0760	no
Jackson Chourio	4	-0.0553	no
Jake Bauers	5	-0.0547	no
Dominic Canzone	4	-0.0391	no
Cal Raleigh	4	-0.0382	no
Zach Neto	5	-0.0364	no
Randy Arozarena	4	-0.0352	no
Jeremy Peña	3	-0.0331	no
Angel Martínez	1	-0.0256	no
Jake Burger	3	-0.0221	no
Kody Clemens	3	-0.0205	no
Amed Rosario	2	-0.0181	no
Gary Sánchez	1	-0.0175	no
Brooks Lee	4	-0.0147	no
Justin Foscue	1	-0.0109	no
Joe Mack	2	-0.0105	no
Wyatt Langford	3	-0.0095	no
Spencer Jones	2	-0.0059	no
Paul Goldschmidt	2	-0.0033	no
Nolan Arenado	1	-0.0002	no
Ketel Marte	1	+0.0002	no
Ryan Jeffers	2	+0.0005	no
Elly De La Cruz	1	+0.0014	no
Ryan O'Hearn	2	+0.0015	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
Samuel Basallo	1	+0.0272	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	6	+0.0651	no
Mookie Betts	5	+0.0678	no
Kyle Stowers	3	+0.0769	no
Jackson Merrill	6	+0.0808	no
Ty France	6	+0.0831	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_strikeout_rate [elite] · SO / pitcher · 9 players

player	games	KPI gain	left out of verdict
Jacob Misiorowski	17	-1.8245	no
Logan Henderson	9	-1.1943	no
Payton Tolle	15	-0.8297	no
Cam Schlittler	17	-0.7326	no
Ian Seymour	9	-0.6976	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

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 · 16 players

player	games	KPI gain	left out of verdict
Ryan Johnson	18	-0.2483	no
Shota Imanaga	6	-0.2053	no
Gerrit Cole	14	-0.1853	no
Brady Singer	9	-0.1836	no
Ian Seymour	9	-0.1317	no
Aaron Nola	7	-0.1307	no
Merrill Kelly	9	-0.1088	no
Dean Kremer	9	-0.0933	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

derived_batter_hit_rate [poor] · H / batter · 28 players

player	games	KPI gain	left out of verdict
Manny Machado	6	-0.1618	no
Taylor Trammell	2	-0.1228	no
Cam Smith	4	-0.1144	no
J.P. Crawford	4	-0.0840	no
Austin Wells	5	-0.0761	no
Colson Montgomery	3	-0.0728	no
Matt McLain	3	-0.0722	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
Jakob Marsee	1	-0.0076	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

pitcher_strikeout_rate [strong] · SO / pitcher · 13 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
Jack Dreyer	9	+0.3561	no
Paul Skenes	9	+0.5180	no
Drew Rasmussen	17	+0.7497	no

derived_batter_hit_rate [elite] · H / batter · 33 players

player	games	KPI gain	left out of verdict
Gabriel Moreno	4	-0.4644	no
Fernando Tatis Jr.	6	-0.2930	no
Yandy Díaz	3	-0.2067	no
Ty France	6	-0.1220	no
Nick Gonzales	2	-0.0765	no
Jake Mangum	2	-0.0569	no
Otto Lopez	4	-0.0489	no
Freddie Freeman	5	-0.0480	no
Jackson Chourio	4	-0.0346	no
Jung Hoo Lee	1	-0.0329	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
Mauricio Dubón	4	+0.0136	no
Jeremy Peña	3	+0.0142	no
Javier Sanoja	4	+0.0194	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
Chandler Simpson	3	+0.1009	no
Luis García Jr.	3	+0.1167	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 [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 [strong] · H / pitcher · 16 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
Jack Dreyer	9	+0.1646	no
Drew Rasmussen	17	+0.4719	no

batter_strikeout_rate [poor] · SO / batter · 20 players

player	games	KPI gain	left out of verdict
Coby Mayo	1	-0.5641	no
Kyle Schwarber	3	-0.4835	no
Taylor Trammell	2	-0.2689	no
Kyle Stowers	3	-0.2654	no
Colson Montgomery	3	-0.1297	no
Spencer Jones	5	-0.0840	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
Cal Raleigh	4	+0.1429	no
Jose Siri	3	+0.1652	no
Hunter Goodman	3	+0.1869	no
Eugenio Suárez	2	+0.2785	no
Colton Cowser	3	+0.3111	no
Garrett Mitchell	5	+0.3261	no
Zach Neto	5	+0.3273	no

batter_home_run_rate [poor] · HR / batter · 33 players

player	games	KPI gain	left out of verdict
Geraldo Perdomo	4	-0.0269	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
Jake Cronenworth	1	-0.0050	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
Wade Meckler	4	+0.0004	no
Zach McKinstry	1	+0.0004	no
Otto Lopez	1	+0.0022	no
Jung Hoo Lee	1	+0.0023	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
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	5	-0.1253	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
Ben Rice	6	-0.0611	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
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
Trent Grisham	1	+0.0201	no
Munetaka Murakami	1	+0.0338	no
Seiya Suzuki	4	+0.0517	no
Geraldo Perdomo	4	+0.0518	no
Jakob Marsee	3	+0.0519	no
Ian Happ	4	+0.0544	no
Lars Nootbaar	3	+0.0568	no
Jake Bauers	5	+0.0786	no
Cal Raleigh	4	+0.0960	no
Brice Turang	5	+0.1289	no
Shohei Ohtani	3	+0.1494	no
Gleyber Torres	1	+0.1533	no

batter_strikeout_rate [weak] · SO / batter · 54 players

player	games	KPI gain	left out of verdict
Samuel Basallo	1	-0.5279	no
Leody Taveras	2	-0.4815	no
Heriberto Hernández	4	-0.2866	no
Cam Smith	4	-0.2248	no
A.J. Ewing	3	-0.2011	no
Francisco Alvarez	2	-0.1862	no
Austin Wells	5	-0.1728	no
Jordan Walker	3	-0.1697	no
Jarren Duran	2	-0.1599	no
Josh Lowe	2	-0.1380	no
Griffin Conine	3	-0.1357	no
Mike Trout	5	-0.1326	no
Royce Lewis	2	-0.1226	no
Brady House	1	-0.0919	no
Evan Carter	1	-0.0825	no
Coby Mayo	2	-0.0820	no
Joe Mack	2	-0.0700	no
Ian Happ	4	-0.0656	no
Taylor Trammell	1	-0.0440	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
Patrick Bailey	2	-0.0133	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
Max Muncy	3	+0.0103	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
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
Teoscar Hernández	5	+0.0703	no
Denzer Guzman	4	+0.0725	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
Christian Yelich	4	+0.2130	no
Brice Turang	4	+0.2261	no
Elly De La Cruz	3	+0.2510	no
Roman Anthony	3	+0.2972	no
Heliot Ramos	5	+0.4199	no
Jake Bauers	5	+0.4325	no
Dylan Beavers	3	+0.4815	no

batter_home_run_rate [weak] · HR / batter · 43 players

player	games	KPI gain	left out of verdict
Javier Sanoja	4	-0.0637	no
Otto Lopez	3	-0.0487	no
Garrett Mitchell	5	-0.0391	no
Victor Caratini	1	-0.0106	no
Jakob Marsee	3	-0.0087	no
Anthony Volpe	2	-0.0085	no
Nick Loftin	2	-0.0079	no
Brandon Nimmo	3	-0.0051	no
Marcelo Mayer	2	-0.0048	no
Cooper Pratt	3	-0.0042	no
Konnor Griffin	2	-0.0016	no
Tommy Edman	1	-0.0003	no
Miguel Rojas	1	+0.0002	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
Leody Taveras	2	+0.0089	no
Jacob Young	1	+0.0099	no
Hunter Feduccia	2	+0.0102	no
Nathan Church	3	+0.0102	no
Trevor Story	3	+0.0127	no
Andrés Giménez	1	+0.0127	no
Dylan Beavers	3	+0.0133	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	6	+0.0450	no

batter_walk_rate [weak] · BB / batter · 52 players

player	games	KPI gain	left out of verdict
Ozzie Albies	4	-0.1352	no
Nathan Lukes	2	-0.0699	no
Tommy Edman	5	-0.0544	no
Kody Clemens	3	-0.0428	no
Zack Gelof	3	-0.0422	no
Brooks Lee	4	-0.0266	no
Christian Vázquez	1	-0.0260	no
Denzer Guzman	3	-0.0247	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
Javier Sanoja	4	-0.0123	no
Jarren Duran	2	-0.0118	no
Nick Gonzales	2	-0.0098	no
Cam Smith	4	-0.0095	no
Nico Hoerner	3	-0.0093	no
Miguel Rojas	1	-0.0068	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
Jose Siri	3	+0.0146	no
Amed Rosario	2	+0.0165	no
Mark Vientos	2	+0.0180	no
Justin Crawford	3	+0.0300	no
Joe Mack	2	+0.0388	no
Vaughn Grissom	5	+0.0440	no
José Caballero	2	+0.0449	no
Jeff McNeil	3	+0.0469	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
Jackson Merrill	6	+0.0742	no
Ty France	6	+0.0834	no
Otto Lopez	3	+0.0838	no
Heliot Ramos	5	+0.2106	no

batter_walk_rate [poor] · BB / batter · 28 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
Nicky Lopez	1	-0.0097	no
Otto Lopez	1	-0.0009	no
Christian Koss	1	+0.0017	no
Denzer Guzman	1	+0.0018	no
Jeremy Peña	3	+0.0019	no
Jung Hoo Lee	1	+0.0021	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
Jeremiah Jackson	3	+0.0058	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.	3	+0.0989	no

derived_pitcher_hit_rate_allowed [elite] · H / pitcher · 7 players

player	games	KPI gain	left out of verdict
Walbert Ureña	8	-0.1494	no
Jacob Misiorowski	17	-0.1454	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

derived_batter_hit_rate [weak] · H / batter · 51 players

player	games	KPI gain	left out of verdict
Lawrence Butler	2	-0.1304	no
Colton Cowser	3	-0.1081	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
Josh Lowe	2	-0.0087	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
Royce Lewis	2	-0.0015	no
JJ Bleday	1	+0.0032	no
Carter Jensen	3	+0.0055	no
Victor Caratini	1	+0.0083	no
Drew Gilbert	1	+0.0122	no
Patrick Bailey	2	+0.0128	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
Xander Bogaerts	6	+0.0311	no
José Ramírez	3	+0.0336	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
Leody Taveras	2	+0.0960	no
Mike Trout	5	+0.1024	no
Gunnar Henderson	3	+0.1427	no
Jake Cronenworth	6	+0.2193	no
Lars Nootbaar	3	+0.2809	no

batter_home_run_rate [elite] · HR / batter · 31 players

player	games	KPI gain	left out of verdict
Heriberto Hernández	4	-0.0966	no
Griffin Conine	3	-0.0862	no
Mickey Moniak	2	-0.0359	no
Victor Mesa Jr.	1	-0.0247	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
Coby Mayo	3	+0.0223	no
Willson Contreras	1	+0.0273	no
Elly De La Cruz	2	+0.0287	no
Max Muncy	3	+0.0326	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
Pete Alonso	3	+0.0593	no
Pete Crow-Armstrong	4	+0.0603	no
Nolan Arenado	3	+0.0623	no
Brandon Lowe	3	+0.0623	no
Ben Rice	6	+0.0658	no
Luis García Jr.	3	+0.0786	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

batter_strikeout_rate [elite] · SO / batter · 27 players

player	games	KPI gain	left out of verdict
Isaac Paredes	4	-0.1547	no
Luis Arraez	3	-0.1128	no
Mookie Betts	5	-0.1029	no
Jung Hoo Lee	1	-0.0786	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
Miguel Rojas	1	-0.0094	no
Sal Frelick	1	-0.0069	no
Jeff McNeil	3	+0.0004	no
Geraldo Perdomo	4	+0.0194	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	4	+0.1137	no
Steven Kwan	3	+0.1349	no
TJ Rumfield	3	+0.1724	no
Alec Bohm	3	+0.1762	no
Otto Lopez	4	+0.1839	no
José Ramírez	3	+0.2269	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

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	17	+0.5260	no

batter_walk_rate [all] · BB / batter · 335 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
Austin Wells	5	-0.1270	no
Mike Trout	5	-0.1253	no
Heriberto Hernández	4	-0.1225	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
Freddie Freeman	5	-0.0989	no
Xander Bogaerts	6	-0.0982	no
Andy Pages	3	-0.0927	no
Myles Straw	2	-0.0884	no
Victor Mesa Jr.	1	-0.0869	no
Jazz Chisholm Jr.	2	-0.0864	no
Bryson Stott	3	-0.0829	no
Teoscar Hernández	5	-0.0827	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
Nathan Lukes	2	-0.0699	no
Eduardo Valencia	1	-0.0663	no
Kevin McGonigle	1	-0.0647	no
Juan Soto	3	-0.0645	no
Zach Neto	5	-0.0641	no
JJ Bleday	2	-0.0630	no
Dominic Canzone	4	-0.0618	no
Ben Rice	6	-0.0611	no
Ha-Seong Kim	1	-0.0598	no
Javier Báez	1	-0.0595	no
Walker Jenkins	3	-0.0584	no
Moisés Ballesteros	3	-0.0582	no
Wade Meckler	4	-0.0581	no
Tommy Edman	5	-0.0544	no
Connor Norby	2	-0.0529	no
Jo Adell	3	-0.0509	no
Kyle Schwarber	3	-0.0495	no
Pavin Smith	3	-0.0484	no
Coby Mayo	3	-0.0457	no
Kody Clemens	3	-0.0428	no
Zack Gelof	3	-0.0422	no
Carlos Cortes	3	-0.0410	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
Royce Lewis	2	-0.0364	no
Cooper Pratt	3	-0.0349	no
Turner Hill	2	-0.0334	no
Jackson Chourio	4	-0.0331	no
Ryan Jeffers	2	-0.0331	no
Jordan Walker	3	-0.0330	no
Josh Jung	2	-0.0323	no
Christian Yelich	4	-0.0308	no
Jorbit Vivas	1	-0.0300	no
Ryan Vilade	1	-0.0278	no
Michael Busch	4	-0.0276	no
Samuel Basallo	1	-0.0268	no
Brooks Lee	4	-0.0266	no
CJ Abrams	2	-0.0266	no
Ezequiel Duran	3	-0.0264	no
Christian Vázquez	1	-0.0260	no
Corbin Carroll	4	-0.0251	no
Kyle Teel	1	-0.0251	no
Ben Ross	2	-0.0249	no
Victor Caratini	1	-0.0233	no
Ethan Salas	3	-0.0231	no
Denzer Guzman	4	-0.0229	no
Mauricio Dubón	4	-0.0222	no
Daylen Lile	1	-0.0207	no
Bo Bichette	3	-0.0199	no
Kyle Stowers	3	-0.0195	no
Dylan Crews	2	-0.0189	no
Aaron Sabato	2	-0.0184	no
Maikel Garcia	2	-0.0176	no
Emmanuel Rodriguez	4	-0.0175	no
A.J. Ewing	3	-0.0172	no
Christian Encarnacion-Strand	2	-0.0170	no
Josue De Paula	1	-0.0162	no
Ryan Kreidler	2	-0.0158	no
Tyler Stephenson	1	-0.0157	no
Gary Sánchez	1	-0.0149	no
Christian Koss	4	-0.0148	no
Cody Bellinger	5	-0.0143	no
Evan Carter	1	-0.0143	no
Max Muncy	3	-0.0139	no
Keibert Ruiz	1	-0.0136	no
Rafael Flores Jr.	2	-0.0125	no
Carlos Narváez	1	-0.0125	no
Javier Sanoja	4	-0.0123	no
Jarren Duran	2	-0.0118	no
J.P. Crawford	4	-0.0115	no
Ronny Simon	2	-0.0106	no
Bryan Torres	2	-0.0100	no
Nick Gonzales	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
Enrique Hernández	1	-0.0086	no
Drew Cavanaugh	2	-0.0085	no
Brock Rodden	1	-0.0085	no
Sal Frelick	1	-0.0079	no
Samad Taylor	4	-0.0073	no
Alan Roden	3	-0.0071	no
Alec Burleson	3	-0.0069	no
Miguel Rojas	1	-0.0068	no
Adael Amador	1	-0.0067	no
Drew Gilbert	2	-0.0064	no
Tim Tawa	4	-0.0061	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
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
Grant McCray	1	-0.0035	no
Scott Bandura	1	-0.0032	no
Tommy White	1	-0.0028	no
Andrew Knizner	2	-0.0025	no
Leonardo Bernal	3	-0.0024	no
Isaac Collins	1	-0.0015	no
Konnor Griffin	2	-0.0014	no
Victor Bericoto	2	-0.0013	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
Jake Mangum	2	-0.0008	no
Oneil Cruz	2	-0.0007	no
Graham Pauley	1	-0.0005	no
Shay Whitcomb	2	-0.0002	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
Jung Hoo Lee	1	+0.0021	no
Bo Davidson	1	+0.0021	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
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
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
Jeremiah Jackson	3	+0.0058	no
Mickey Gasper	1	+0.0058	no
Jonny DeLuca	3	+0.0065	no
Jonah Heim	2	+0.0065	no
Brett Harris	2	+0.0067	no
Nick Loftin	2	+0.0067	no
John Rave	2	+0.0069	no
Cole Young	4	+0.0070	no
Hunter Feduccia	2	+0.0076	no
Deyvison De Los Santos	2	+0.0078	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
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
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
Joey Ortiz	4	+0.0136	no
Willson Contreras	1	+0.0136	no
Josh Bell	2	+0.0138	no
Carlos Jorge	1	+0.0142	no
Leody Taveras	2	+0.0143	no
Bryan Reynolds	2	+0.0143	no
Jose Siri	3	+0.0146	no
Marcus Semien	3	+0.0161	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
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
Trent Grisham	1	+0.0201	no
Josh Lowe	2	+0.0202	no
Anthony Volpe	3	+0.0202	no
Zach McKinstry	1	+0.0203	no
Spencer Jones	5	+0.0211	no
Bryce Teodosio	3	+0.0223	no
Trevor Story	3	+0.0226	no
Sam Antonacci	1	+0.0250	no
Corey Seager	3	+0.0255	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
Colson Montgomery	3	+0.0313	no
Luis Lara	2	+0.0315	no
Nathaniel Lowe	1	+0.0318	no
Pedro Ramirez	3	+0.0324	no
Dillon Dingler	1	+0.0330	no
Christian Moore	5	+0.0333	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
Joe Mack	2	+0.0388	no
Max Clark	1	+0.0400	no
Carson Benge	3	+0.0404	no
Yainer Diaz	4	+0.0409	no
Troy Johnston	1	+0.0439	no
Vaughn Grissom	5	+0.0440	no
Jake McCarthy	3	+0.0447	no
José Caballero	2	+0.0449	no
Ketel Marte	4	+0.0452	no
Dylan Beavers	3	+0.0458	no
Isaac Paredes	4	+0.0468	no
Jeff McNeil	3	+0.0469	no
Zac Veen	2	+0.0474	no
Jonah Cox	4	+0.0477	no
TJ Rumfield	3	+0.0483	no
Chandler Simpson	3	+0.0493	no
Seiya Suzuki	4	+0.0517	no
Geraldo Perdomo	4	+0.0518	no
Jakob Marsee	3	+0.0519	no
Pete Alonso	3	+0.0521	no
Christian Walker	4	+0.0528	no
Luis Arraez	3	+0.0528	no
Francisco Lindor	3	+0.0534	no
Colton Cowser	3	+0.0537	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
Gunnar Henderson	3	+0.0564	no
Lars Nootbaar	3	+0.0568	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
Gabriel Moreno	4	+0.0679	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
Mookie Betts	5	+0.0729	no
Jackson Merrill	6	+0.0742	no
Dustin Harris	5	+0.0754	no
Adley Rutschman	4	+0.0757	no
William Contreras	5	+0.0767	no
Jake Bauers	5	+0.0786	no
Otto Lopez	4	+0.0829	no
Ty France	6	+0.0834	no
Fernando Tatis Jr.	6	+0.0868	no
Roman Anthony	3	+0.0878	no
Eugenio Suárez	2	+0.0907	no
Manny Machado	6	+0.0922	no
Jake Cronenworth	6	+0.0945	no
Nick Sogard	4	+0.0951	no
Cal Raleigh	4	+0.0960	no
Luis García Jr.	3	+0.0989	no
Chase DeLauter	3	+0.0993	no
Nolan Arenado	4	+0.1001	no
Garrett Mitchell	5	+0.1037	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
Jonathan Aranda	2	+0.1179	no
Junior Caminero	4	+0.1198	no
Sal Stewart	3	+0.1287	no
Griffin Conine	3	+0.1289	no
Brice Turang	5	+0.1289	no
Shohei Ohtani	3	+0.1494	no
Gleyber Torres	1	+0.1533	no
Elly De La Cruz	3	+0.1929	no
Heliot Ramos	5	+0.2106	no
George Lombard Jr.	6	+0.2310	no

pitcher_walk_rate [all] · BB / pitcher · 100 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
Ryan Johnson	18	-0.1613	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
Matt Wilkinson	9	-0.0967	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
Jack Dreyer	9	-0.0089	no
Dean Kremer	9	-0.0088	no
Daniel Lynch IV	4	-0.0074	no
Brandon Young	8	-0.0067	no
Brock Stewart	7	-0.0050	no
Andre Pallante	6	-0.0037	no
Tyler Glasnow	9	-0.0034	no
Walker Buehler	9	-0.0030	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
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
Will Warren	8	+0.0585	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
Jacob Misiorowski	17	+0.1213	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
Corbin Burnes	9	+0.1427	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
Sandy Alcantara	9	+0.1942	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 · 185 players

player	games	KPI gain	left out of verdict
Cam Smith	4	-0.0659	no
Jose Altuve	4	-0.0568	no
Jose Siri	3	-0.0522	no
William Contreras	5	-0.0498	no
Ketel Marte	3	-0.0470	no
Tim Tawa	4	-0.0440	no
Denzer Guzman	4	-0.0393	no
Agustín Ramírez	3	-0.0385	no
Joey Ortiz	3	-0.0376	no
Corbin Carroll	4	-0.0357	no
Lazaro Montes	4	-0.0350	no
Cole Young	4	-0.0323	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
Christian Moore	5	-0.0244	no
Juan Brito	1	-0.0242	no
Heliot Ramos	5	-0.0241	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
Walker Jenkins	3	-0.0185	no
Josh Bell	2	-0.0165	no
Lars Nootbaar	3	-0.0156	no
Royce Lewis	2	-0.0151	no
Yohandy Morales	1	-0.0143	no
Liam Hicks	3	-0.0142	no
Emmanuel Rodriguez	4	-0.0127	no
Pavin Smith	3	-0.0123	no
Ben Ross	2	-0.0121	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
José Caballero	2	-0.0094	no
Elias Díaz	1	-0.0090	no
Ezequiel Duran	3	-0.0083	no
Kyle Karros	3	-0.0080	no
Josh Lowe	2	-0.0059	no
Héctor Rodríguez	2	-0.0059	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
Kyle Teel	1	-0.0036	no
Drew Cavanaugh	2	-0.0034	no
Keibert Ruiz	1	-0.0027	no
Christian Koss	3	-0.0026	no
Ha-Seong Kim	1	-0.0023	no
Ronny Simon	2	-0.0019	no
Deyvison De Los Santos	2	-0.0017	no
Andrew Benintendi	1	-0.0017	no
Gabriel Moreno	4	-0.0016	no
Ryan Kreidler	2	-0.0010	no
Brock Rodden	1	-0.0010	no
Tyler Heineman	1	-0.0001	no
Aaron Sabato	2	+0.0001	no
Austin Hays	1	+0.0002	no
Josue De Paula	1	+0.0003	no
Enrique Hernández	1	+0.0003	no
Jazz Chisholm Jr.	2	+0.0009	no
Luis Torrens	1	+0.0009	no
Moisés Ballesteros	3	+0.0011	no
Jonah Cox	4	+0.0012	no
Vinnie Pasquantino	3	+0.0012	no
Max Clark	1	+0.0012	no
Kevin McGonigle	1	+0.0014	no
Graham Pauley	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
Scott Bandura	1	+0.0031	no
Grant McCray	1	+0.0031	no
Tristan Peters	2	+0.0031	no
Ben Malgeri	2	+0.0033	no
Bo Davidson	1	+0.0037	no
Christian Yelich	2	+0.0045	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
Bryan Reynolds	2	+0.0064	no
John Peck	2	+0.0067	no
Marcus Semien	3	+0.0072	no
Brett Harris	2	+0.0078	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
Bryan Torres	2	+0.0086	no
Brett Sullivan	1	+0.0087	no
Andrew Knizner	2	+0.0088	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
Shay Whitcomb	2	+0.0101	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
Victor Bericoto	2	+0.0123	no
Colton Cowser	3	+0.0131	no
Freddie Freeman	5	+0.0131	no
Drew Gilbert	2	+0.0131	no
Jake McCarthy	3	+0.0132	no
Samad Taylor	4	+0.0133	no
Alan Roden	3	+0.0134	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
Gunnar Henderson	3	+0.0156	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
Jeremiah Jackson	3	+0.0175	no
Jarren Duran	2	+0.0182	no
Carson Kelly	3	+0.0191	no
Brice Turang	5	+0.0201	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
Dansby Swanson	4	+0.0319	no
Spencer Jones	3	+0.0330	no
Luis Campusano	2	+0.0337	no
Adley Rutschman	4	+0.0350	no
Jonny DeLuca	3	+0.0351	no
Vaughn Grissom	5	+0.0355	no
Carlos Cortes	3	+0.0357	no
Yandy Díaz	3	+0.0365	no
Lucas Spence	2	+0.0367	no
Mike Trout	5	+0.0373	no
Chase DeLauter	3	+0.0376	no
Ethan Salas	3	+0.0388	no
Kyle Tucker	4	+0.0391	no
Cody Bellinger	5	+0.0433	no
Dustin Harris	5	+0.0438	no
Austin Riley	4	+0.0447	no
Cedric Mullins	2	+0.0461	no
Jo Adell	3	+0.0469	no
Teoscar Hernández	5	+0.0471	no
Isaac Paredes	3	+0.0517	no
Henry Bolte	3	+0.0565	no
Fernando Tatis Jr.	6	+0.0576	no
Lawrence Butler	3	+0.0653	no
Austin Wells	5	+0.0852	no
George Lombard Jr.	6	+0.1060	no

batter_home_run_rate [all] · HR / batter · 335 players

player	games	KPI gain	left out of verdict
Heriberto Hernández	4	-0.0966	no
Griffin Conine	3	-0.0862	no
Yainer Diaz	4	-0.0760	no
Cam Smith	4	-0.0659	no
Javier Sanoja	4	-0.0637	no
Jose Altuve	4	-0.0568	no
Jackson Chourio	4	-0.0553	no
Jake Bauers	5	-0.0547	no
Jose Siri	3	-0.0522	no
William Contreras	5	-0.0498	no
Ketel Marte	4	-0.0468	no
Otto Lopez	4	-0.0465	no
Tim Tawa	4	-0.0440	no
Denzer Guzman	4	-0.0393	no
Garrett Mitchell	5	-0.0391	no
Dominic Canzone	4	-0.0391	no
Agustín Ramírez	3	-0.0385	no
Cal Raleigh	4	-0.0382	no
Zach Neto	5	-0.0364	no
Mickey Moniak	2	-0.0359	no
Corbin Carroll	4	-0.0357	no
Randy Arozarena	4	-0.0352	no
Lazaro Montes	4	-0.0350	no
Joey Ortiz	4	-0.0331	no
Jeremy Peña	3	-0.0331	no
Cole Young	4	-0.0323	no
Cole Carrigg	2	-0.0295	no
Sean Murphy	3	-0.0281	no
Geraldo Perdomo	4	-0.0269	no
Brandon Marsh	2	-0.0257	no
Taylor Trammell	3	-0.0256	no
Angel Martínez	1	-0.0256	no
Victor Mesa Jr.	1	-0.0247	no
Christian Moore	5	-0.0244	no
Juan Brito	1	-0.0242	no
Heliot Ramos	5	-0.0241	no
Jake Burger	3	-0.0221	no
Mike Yastrzemski	1	-0.0209	no
Richie Palacios	3	-0.0207	no
Kody Clemens	3	-0.0205	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
Walker Jenkins	3	-0.0185	no
Amed Rosario	2	-0.0181	no
Gary Sánchez	1	-0.0175	no
Josh Bell	2	-0.0165	no
Lars Nootbaar	3	-0.0156	no
Royce Lewis	2	-0.0151	no
Brooks Lee	4	-0.0147	no
Yohandy Morales	1	-0.0143	no
Liam Hicks	3	-0.0142	no
Emmanuel Rodriguez	4	-0.0127	no
Pavin Smith	3	-0.0123	no
Ben Ross	2	-0.0121	no
Danny Jansen	3	-0.0117	no
Bryce Teodosio	3	-0.0117	no
Justin Foscue	1	-0.0109	no
Victor Caratini	1	-0.0106	no
Joe Mack	2	-0.0105	no
Leo Rivas	2	-0.0097	no
Wyatt Langford	3	-0.0095	no
José Caballero	2	-0.0094	no
Elias Díaz	1	-0.0090	no
Jakob Marsee	3	-0.0087	no
Ezequiel Duran	3	-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
Josh Lowe	2	-0.0059	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
Brandon Nimmo	3	-0.0051	no
Alec Burleson	3	-0.0049	no
Marcelo Mayer	2	-0.0048	no
Cooper Pratt	3	-0.0042	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
Kyle Teel	1	-0.0036	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
Jorbit Vivas	1	-0.0021	no
Ronny Simon	2	-0.0019	no
Isaac Collins	1	-0.0019	no
Deyvison De Los Santos	2	-0.0017	no
Luke Keaschall	3	-0.0017	no
Andrew Benintendi	1	-0.0017	no
Gabriel Moreno	4	-0.0016	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
Aaron Sabato	2	+0.0001	no
Miguel Rojas	1	+0.0002	no
Austin Hays	1	+0.0002	no
Josue De Paula	1	+0.0003	no
Enrique Hernández	1	+0.0003	no
Wade Meckler	4	+0.0004	no
Zach McKinstry	1	+0.0004	no
Ryan Jeffers	2	+0.0005	no
Mauricio Dubón	4	+0.0006	no
Brett Baty	1	+0.0007	no
Jazz Chisholm Jr.	2	+0.0009	no
Luis Torrens	1	+0.0009	no
Christian Koss	4	+0.0010	no
Moisés Ballesteros	3	+0.0011	no
Anthony Volpe	3	+0.0011	no
Jonah Cox	4	+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
Graham Pauley	1	+0.0016	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
Jung Hoo Lee	1	+0.0023	no
Mickey Gasper	1	+0.0028	no
Drake Baldwin	4	+0.0030	no
Scott Bandura	1	+0.0031	no
Grant McCray	1	+0.0031	no
Tristan Peters	2	+0.0031	no
Ben Malgeri	2	+0.0033	no
Nasim Nuñez	1	+0.0035	no
Bo Davidson	1	+0.0037	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
Bryan Reynolds	2	+0.0064	no
Nicky Lopez	1	+0.0064	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
Brett Harris	2	+0.0078	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
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
Andrew Knizner	2	+0.0088	no
Leody Taveras	2	+0.0089	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
Shay Whitcomb	2	+0.0101	no
Hunter Feduccia	2	+0.0102	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
Victor Bericoto	2	+0.0123	no
Trevor Story	3	+0.0127	no
Andrés Giménez	1	+0.0127	no
Luis Arraez	3	+0.0129	no
Colton Cowser	3	+0.0131	no
Freddie Freeman	5	+0.0131	no
Drew Gilbert	2	+0.0131	no
Jake McCarthy	3	+0.0132	no
Samad Taylor	4	+0.0133	no
Dylan Beavers	3	+0.0133	no
Maikel Garcia	2	+0.0133	no
Alan Roden	3	+0.0134	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
Tommy Edman	5	+0.0151	no
Taylor Walls	3	+0.0152	no
Andrés Chaparro	1	+0.0152	no
Alex Bregman	1	+0.0155	no
Gunnar Henderson	3	+0.0156	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
Jeremiah Jackson	3	+0.0175	no
Jarren Duran	2	+0.0182	no
Yordan Alvarez	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
Brice Turang	5	+0.0201	no
David Fry	1	+0.0201	no
Roman Anthony	3	+0.0205	no
CJ Abrams	2	+0.0216	no
Jake Cronenworth	6	+0.0217	no
Kazuma Okamoto	2	+0.0217	no
Patrick Bailey	2	+0.0218	no
Coby Mayo	3	+0.0223	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
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
Christian Yelich	4	+0.0251	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
Nick Sogard	4	+0.0269	no
Spencer Jones	5	+0.0271	no
Samuel Basallo	1	+0.0272	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
Bryce Harper	3	+0.0318	no
Dansby Swanson	4	+0.0319	no
Max Muncy	3	+0.0326	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
Vaughn Grissom	5	+0.0355	no
Carlos Cortes	3	+0.0357	no
Yandy Díaz	3	+0.0365	no
Lucas Spence	2	+0.0367	no
Andy Pages	3	+0.0369	no
Mike Trout	5	+0.0373	no
Chase DeLauter	3	+0.0376	no
Hunter Goodman	3	+0.0386	no
Ethan Salas	3	+0.0388	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
Cody Bellinger	5	+0.0433	no
Seiya Suzuki	4	+0.0433	no
Dustin Harris	5	+0.0438	no
Kyle Schwarber	3	+0.0438	no
Austin Riley	4	+0.0447	no
Xander Bogaerts	6	+0.0450	no
Cedric Mullins	2	+0.0461	no
Jo Adell	3	+0.0469	no
Teoscar Hernández	5	+0.0471	no
Junior Caminero	4	+0.0499	no
Shohei Ohtani	3	+0.0518	no
Henry Bolte	3	+0.0565	no
Fernando Tatis Jr.	6	+0.0576	no
Pete Alonso	3	+0.0593	no
Pete Crow-Armstrong	4	+0.0603	no
Nolan Arenado	4	+0.0621	no
Brandon Lowe	3	+0.0623	no
Manny Machado	6	+0.0651	no
Lawrence Butler	3	+0.0653	no
Ben Rice	6	+0.0658	no
Mookie Betts	5	+0.0678	no
Isaac Paredes	4	+0.0702	no
Kyle Stowers	3	+0.0769	no
Luis García Jr.	3	+0.0786	no
Jackson Merrill	6	+0.0808	no
Ty France	6	+0.0831	no
Austin Wells	5	+0.0852	no
Shea Langeliers	3	+0.0915	no
George Lombard Jr.	6	+0.1060	no

pitcher_home_run_rate_allowed [all] · HR / pitcher · 100 players

player	games	KPI gain	left out of verdict
Ryan Johnson	18	-0.2483	no
Shota Imanaga	6	-0.2053	no
Gerrit Cole	14	-0.1853	no
Brady Singer	9	-0.1836	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
Dean Kremer	9	-0.0933	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
Will Warren	8	+0.0008	no
Matt Wilkinson	9	+0.0020	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
Brandon Young	8	+0.0091	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
Walker Buehler	9	+0.0219	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
Corbin Burnes	9	+0.0314	no
CJ Van Eyk	7	+0.0327	no
Yoshinobu Yamamoto	8	+0.0329	no
Jack Dreyer	9	+0.0351	no
Tyler Glasnow	9	+0.0375	no
Bryan Woo	9	+0.0390	no
Connor Prielipp	9	+0.0407	no
Sandy Alcantara	9	+0.0423	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
Drew Rasmussen	17	+0.4244	no
Jacob Misiorowski	17	+0.5260	no

pitcher_home_run_rate_allowed [average] · HR / pitcher · 46 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
Will Warren	8	+0.0008	no
Matt Wilkinson	9	+0.0020	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
Brandon Young	8	+0.0091	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
Walker Buehler	9	+0.0219	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
Corbin Burnes	9	+0.0314	no
CJ Van Eyk	7	+0.0327	no
Yoshinobu Yamamoto	8	+0.0329	no
Jack Dreyer	9	+0.0351	no
Tyler Glasnow	9	+0.0375	no
Bryan Woo	9	+0.0390	no
Connor Prielipp	9	+0.0407	no
Sandy Alcantara	9	+0.0423	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

batter_walk_rate [strong] · BB / batter · 64 players

player	games	KPI gain	left out of verdict
Dane Myers	2	-0.1358	no
Austin Wells	5	-0.1270	no
Josh Smith	2	-0.1076	no
Freddie Freeman	4	-0.1043	no
Lawrence Butler	3	-0.1033	no
Xander Bogaerts	4	-0.1008	no
Jazz Chisholm Jr.	2	-0.0864	no
Ronald Acuña Jr.	3	-0.0369	no
Ryan Jeffers	2	-0.0331	no
Jorbit Vivas	1	-0.0300	no
Corbin Carroll	4	-0.0251	no
Tyler Stephenson	1	-0.0157	no
Cody Bellinger	5	-0.0143	no
Evan Carter	1	-0.0143	no
Max Muncy	3	-0.0139	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
Oneil Cruz	2	-0.0007	no
Spencer Horwitz	2	+0.0012	no
Andrés Chaparro	1	+0.0014	no
Luis Campusano	2	+0.0023	no
Travis Bazzana	3	+0.0054	no
Brandon Valenzuela	1	+0.0057	no
Mickey Gasper	1	+0.0058	no
Hunter Feduccia	2	+0.0076	no
José Ramírez	3	+0.0123	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
Jonathan Aranda	1	+0.0194	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
Anthony Volpe	1	+0.0395	no
Agustín Ramírez	1	+0.0419	no
Isaac Paredes	4	+0.0468	no
TJ Rumfield	3	+0.0483	no
Pete Alonso	3	+0.0521	no
Colton Cowser	3	+0.0537	no
JJ Wetherholt	2	+0.0540	no
Riley Greene	1	+0.0586	no
Spencer Torkelson	2	+0.0623	no
Gabriel Moreno	4	+0.0679	no
Wilyer Abreu	4	+0.0709	no
Roman Anthony	3	+0.0878	no
Eugenio Suárez	2	+0.0907	no
Manny Machado	6	+0.0922	no
Nick Sogard	4	+0.0951	no
Chase DeLauter	3	+0.0993	no
Garrett Mitchell	5	+0.1037	no
Richie Palacios	3	+0.1051	no
Kyle Karros	3	+0.1053	no
Will Smith	3	+0.1054	no
Junior Caminero	4	+0.1198	no
Griffin Conine	3	+0.1289	no
Elly De La Cruz	3	+0.1929	no

pitcher_walk_rate [strong] · BB / pitcher · 24 players

player	games	KPI gain	left out of verdict
Daniel Lynch IV	4	-0.0074	no
Andre Pallante	6	-0.0037	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
Jacob Misiorowski	17	+0.1213	no
Payton Tolle	15	+0.1273	no
Seth Lugo	9	+0.1592	no
Sandy Alcantara	9	+0.1942	no
Foster Griffin	8	+0.2110	no

Players the KPI cells blame

player	metric / side	games	PA	real per PA	KPI line per PA	gain	by starter hand
Aaron Nola	H / pitcher	7	27	0.222	0.271	-0.161	vs R: 0.222 real / 0.271 KPI (27 PA)
Sean Manaea	H / pitcher	6	24	0.083	0.244	-0.141	vs L: 0.083 real / 0.244 KPI (24 PA)
Andrew Painter	H / pitcher	9	40	0.250	0.247	-0.126	vs R: 0.250 real / 0.247 KPI (40 PA)

Residual signals: what the misses line up with

cell	rows	mean residual per PA	strongest registered KPIs (corr with residual)
H\|pitcher\|derived_pitcher_hit_rate_allowed\|weak	162	-0.0243	batter_whiff_rate_vs_fastball +0.165 (n 149); pitcher_whiff_rate_vs_lhh -0.161 (n 162); batter_whiff_rate_vs_lhp +0.133 (n 141); batter_whiff_rate_vs_rhp +0.130 (n 138)
SO\|batter\|batter_strikeout_rate\|all	868	+0.0022	pitcher_whiff_rate_vs_lhh -0.110 (n 762); pitcher_whiff_rate_fastball -0.093 (n 778); pitcher_whiff_rate -0.089 (n 796); pitcher_release_speed -0.079 (n 796)
SO\|pitcher\|pitcher_strikeout_rate\|all	868	+0.0022	pitcher_whiff_rate_vs_lhh -0.110 (n 762); pitcher_whiff_rate_fastball -0.093 (n 778); pitcher_whiff_rate -0.089 (n 796); pitcher_release_speed -0.079 (n 796)
H\|batter\|derived_batter_hit_rate\|all	868	-0.0158	pitcher_contact_xwoba_allowed +0.069 (n 796); batter_whiff_rate_vs_breaking +0.061 (n 735); batter_whiff_rate_vs_lhp +0.055 (n 725); batter_whiff_rate_vs_offspeed +0.055 (n 722)
H\|pitcher\|derived_pitcher_hit_rate_allowed\|all	868	-0.0158	pitcher_contact_xwoba_allowed +0.069 (n 796); batter_whiff_rate_vs_breaking +0.061 (n 735); batter_whiff_rate_vs_lhp +0.055 (n 725); batter_whiff_rate_vs_offspeed +0.055 (n 722)
BB\|batter\|batter_walk_rate\|all	868	-0.0047	pitcher_walk_rate +0.096 (n 788); pitcher_ground_ball_rate_induced -0.044 (n 796); batter_ground_ball_rate_vs_fastball +0.044 (n 740); pitcher_strikeout_rate +0.041 (n 788)
BB\|pitcher\|pitcher_walk_rate\|all	868	-0.0047	pitcher_walk_rate +0.096 (n 788); pitcher_ground_ball_rate_induced -0.044 (n 796); batter_ground_ball_rate_vs_fastball +0.044 (n 740); pitcher_strikeout_rate +0.041 (n 788)
HR\|batter\|batter_home_run_rate\|all	868	-0.0057	pitcher_home_run_rate_allowed -0.073 (n 788); pitcher_barrel_rate_vs_rhh -0.071 (n 767); pitcher_strikeout_rate -0.064 (n 788); pitcher_whiff_rate_fastball -0.061 (n 778)
HR\|pitcher\|pitcher_home_run_rate_allowed\|all	868	-0.0057	pitcher_home_run_rate_allowed -0.073 (n 788); pitcher_barrel_rate_vs_rhh -0.071 (n 767); pitcher_strikeout_rate -0.064 (n 788); pitcher_whiff_rate_fastball -0.061 (n 778)

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	-0.003065	253 rows, 0.000617	330 rows / 5 slates, -0.000849, [-0.00161, 0.00069]	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	-0.0052	253 rows, -1.9e-05	330 rows / 5 slates, 0.001133, [-0.00051, 0.00656]	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	0.007257	253 rows, -0.000199	330 rows / 5 slates, -0.002273, [-0.00447, 0.0044]	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	0.003259	0 rows, –	86 rows / 3 slates, -0.000469, [-0.0035, 0.00049]	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	0.001054	461 rows, -0.000622	122 rows / 4 slates, -2.3e-05, [-0.00011, 5e-05]	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	-0.003892	461 rows, 0.00018	122 rows / 4 slates, -0.003444, [-0.00557, -0.00112]	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	-0.005948	461 rows, -0.000494	122 rows / 4 slates, 0.004293, [-0.00169, 0.00879]	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	0.000274	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	-0.002816	532 rows, 0.000196	51 rows / 2 slates, 0.000872, –	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	0.00838	532 rows, -0.002459	51 rows / 2 slates, -0.005314, –	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.