KPI failure review with Luna: 20261008

Window 20260918 to 20261008, 3940 hitter-metric rows, 48 KPI cells. Next slate 20261009.

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
pitcher_home_run_rate_allowed [poor]	HR / pitcher	155	18	-0.0130	[-0.01672, -0.011]	kpi_systemic	[-0.0169, -0.01076]	Ryan Johnson -0.25, Shota Imanaga -0.21, Gerrit Cole -0.19	-
batter_strikeout_rate [average]	SO / batter	504	185	-0.0111	[-0.02122, -0.00152]	player_specific	[-0.0204, 0.00134]	Jeremiah Jackson -0.60, Pete Alonso -0.55, Shay Whitcomb -0.53	-
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 [strong]	SO / batter	199	65	-0.0070	[-0.0174, 0.00212]	neutral	–	Ryan Jeffers -0.27, Xander Bogaerts -0.25, Bryson Stott -0.21	-
batter_strikeout_rate [all]	SO / batter	1024	346	-0.0054	[-0.01203, 0.00089]	neutral	–	Coby Mayo -0.65, Jeremiah Jackson -0.60, Pete Alonso -0.55	-
pitcher_strikeout_rate [all]	SO / pitcher	1024	117	-0.0054	[-0.01203, 0.00089]	neutral	–	Jacob Misiorowski -1.82, Logan Henderson -1.19, Yoshinobu Yamamoto -1.13	-
pitcher_strikeout_rate [average]	SO / pitcher	427	53	-0.0036	[-0.00816, 0.00281]	neutral	–	Shota Imanaga -0.41, Dustin May -0.38, MacKenzie Gore -0.35	-
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	-
pitcher_walk_rate [average]	BB / pitcher	481	56	-0.0007	[-0.00249, 0.0003]	neutral	–	Ryan Johnson -0.16, Nick Lodolo -0.16, Drew Anderson -0.15	-
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	-
batter_strikeout_rate [weak]	SO / batter	170	57	+0.0005	[-0.01154, 0.01128]	neutral	–	Samuel Basallo -0.53, Leody Taveras -0.48, Royce Lewis -0.39	-
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	-
batter_walk_rate [average]	BB / batter	474	178	+0.0011	[-0.00322, 0.00559]	neutral	–	Heriberto Hernández -0.19, Ben Malgeri -0.15, Matt Olson -0.14	-
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	-
pitcher_strikeout_rate [weak]	SO / pitcher	293	31	+0.0015	[-0.00636, 0.01016]	neutral	–	Brandon Pfaadt -0.29, Framber Valdez -0.26, Matthew Boyd -0.20	-
batter_home_run_rate [strong]	HR / batter	189	59	+0.0033	[-0.00053, 0.00833]	neutral	–	Yainer Diaz -0.08, Jackson Chourio -0.06, Jake Bauers -0.05	-
batter_walk_rate [strong]	BB / batter	204	69	+0.0037	[-0.00482, 0.0111]	neutral	–	Austin Wells -0.22, Freddie Freeman -0.12, Lawrence Butler -0.10	-
batter_walk_rate [all]	BB / batter	1024	346	+0.0023	[0.00158, 0.00298]	helps	–	Mike Trout -0.24, Austin Wells -0.22, Heriberto Hernández -0.19	-
pitcher_walk_rate [all]	BB / pitcher	1024	117	+0.0023	[0.00158, 0.00298]	helps	–	Bubba Chandler -0.43, Trey Gibson -0.42, Brandon Williamson -0.40	-
batter_home_run_rate [average]	HR / batter	532	191	+0.0026	[0.0012, 0.00496]	helps	–	Cam Smith -0.07, Jose Altuve -0.06, Jose Siri -0.05	-
batter_walk_rate [weak]	BB / batter	169	56	+0.0027	[0.00068, 0.00482]	helps	–	Ozzie Albies -0.14, Nathan Lukes -0.07, Tommy Edman -0.07	-
batter_home_run_rate [all]	HR / batter	1024	346	+0.0031	[0.00169, 0.0057]	helps	–	Griffin Conine -0.09, Heriberto Hernández -0.08, Yainer Diaz -0.08	-
pitcher_home_run_rate_allowed [all]	HR / pitcher	1024	117	+0.0031	[0.00169, 0.0057]	helps	–	Ryan Johnson -0.25, Shota Imanaga -0.21, Gerrit Cole -0.19	-
pitcher_home_run_rate_allowed [average]	HR / pitcher	479	54	+0.0036	[0.00257, 0.00494]	helps	–	Matthew Boyd -0.08, Seth Lugo -0.03, Drew Anderson -0.01	-
pitcher_walk_rate [strong]	BB / pitcher	247	27	+0.0097	[0.00532, 0.01501]	helps	–	Daniel Lynch IV -0.01, Andre Pallante -0.00, Kyle Leahy +0.01	-
pitcher_home_run_rate_allowed [strong]	HR / pitcher	164	18	+0.0125	[0.0111, 0.01584]	helps	–	Daniel Lynch IV +0.02, Noah Cameron +0.03, Riley Cornelio +0.05	-
pitcher_walk_rate [elite]	BB / pitcher	190	22	+0.0139	[0.00523, 0.01924]	helps	–	Casey Mize -0.26, Brady Basso -0.08, Bryan Woo -0.08	-

Every player grouped by KPI

pitcher_home_run_rate_allowed [poor] · HR / pitcher · 18 players

player	games	KPI gain	left out of verdict
Ryan Johnson	18	-0.2483	yes
Shota Imanaga	6	-0.2053	no
Gerrit Cole	14	-0.1853	no
Brady Singer	9	-0.1836	no
Bryce Miller	8	-0.1670	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
Nick Lodolo	8	-0.0883	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

batter_strikeout_rate [average] · SO / batter · 185 players

player	games	KPI gain	left out of verdict
Jeremiah Jackson	3	-0.5967	yes
Pete Alonso	3	-0.5546	yes
Shay Whitcomb	3	-0.5349	no
George Lombard Jr.	7	-0.5207	no
Turner Hill	3	-0.4604	no
Manny Machado	7	-0.4301	no
Jo Adell	3	-0.4277	no
Christian Walker	5	-0.3636	no
Anthony Volpe	4	-0.3583	no
Christian Koss	5	-0.3346	no
Bryce Harper	3	-0.3313	no
Juan Brito	2	-0.3282	no
Trea Turner	3	-0.3160	no
Paul Goldschmidt	2	-0.3146	no
Jordan Lawlar	1	-0.3024	no
Ty France	7	-0.2979	no
Luis Campusano	3	-0.2910	no
Victor Bericoto	2	-0.2661	no
Randy Arozarena	5	-0.2615	no
J.T. Realmuto	3	-0.2492	no
David Hamilton	1	-0.2353	no
Carson Benge	3	-0.2341	no
Vaughn Grissom	2	-0.2189	no
Ben Rice	7	-0.2127	no
J.P. Crawford	5	-0.2002	no
Kyle Karros	4	-0.1939	no
Nolan Arenado	5	-0.1894	no
Andrew Knizner	3	-0.1694	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
Josh Bell	3	-0.1637	no
Ceddanne Rafaela	3	-0.1616	no
JJ Bleday	3	-0.1507	no
Nick Morabito	2	-0.1407	no
Agustín Ramírez	4	-0.1357	no
Kyle Teel	1	-0.1287	no
Rafael Flores Jr.	3	-0.1245	no
Danny Jansen	2	-0.1103	no
Ethan Salas	3	-0.1091	no
Brandon Nimmo	4	-0.1085	no
Lazaro Montes	5	-0.1054	no
Jordan Beck	1	-0.0981	no
Mark Vientos	2	-0.0976	no
Zac Veen	2	-0.0965	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
Ezequiel Duran	4	-0.0864	no
Andrés Chaparro	1	-0.0850	no
Jahmai Jones	2	-0.0790	no
Amed Rosario	2	-0.0766	no
Tyler Heineman	2	-0.0765	no
Josh Smith	3	-0.0753	no
Drake Baldwin	5	-0.0748	no
Victor Caratini	1	-0.0721	no
Chase Meidroth	3	-0.0693	no
Shohei Ohtani	3	-0.0689	no
Zack Gelof	3	-0.0661	no
Harry Ford	1	-0.0646	no
Jake Cronenworth	7	-0.0645	no
Victor Mesa Jr.	1	-0.0616	no
David Fry	1	-0.0570	no
Daylen Lile	2	-0.0557	no
Aaron Sabato	2	-0.0555	no
Ronald Acuña Jr.	4	-0.0521	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
Carlos Jorge	1	-0.0388	no
Cedric Mullins	2	-0.0357	no
Ryan O'Hearn	3	-0.0316	no
Josue De Paula	2	-0.0314	no
Seiya Suzuki	5	-0.0284	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
Daulton Varsho	1	-0.0209	no
Enrique Hernández	1	-0.0177	no
Dansby Swanson	5	-0.0167	no
Michael Busch	5	-0.0165	no
Kody Clemens	3	-0.0151	no
Leo Rivas	2	-0.0148	no
Henry Davis	1	-0.0135	no
Kyle Isbel	3	-0.0120	no
Shea Langeliers	3	-0.0104	no
Ronny Simon	3	-0.0098	no
Tommy White	1	-0.0070	no
Iván Herrera	2	-0.0056	no
Luis Torrens	1	-0.0033	no
Hao-Yu Lee	2	+0.0016	no
Konnor Griffin	2	+0.0021	no
John Peck	2	+0.0051	no
Jake Mangum	3	+0.0057	no
Jared Triolo	1	+0.0081	no
Dustin Harris	6	+0.0099	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
Héctor Rodríguez	2	+0.0131	no
Ben Malgeri	2	+0.0145	no
Wade Meckler	5	+0.0173	no
Ke'Bryan Hayes	2	+0.0182	no
Samad Taylor	5	+0.0200	no
Jonathan Aranda	2	+0.0207	no
Cole Carrigg	3	+0.0224	no
Mike Yastrzemski	2	+0.0226	no
Javier Báez	1	+0.0228	no
Michael Harris II	5	+0.0232	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
Braden Montgomery	2	+0.0264	no
Isiah Kiner-Falefa	1	+0.0278	no
Julio Rodríguez	4	+0.0281	no
Isaac Collins	2	+0.0295	no
Bryan De La Cruz	1	+0.0335	no
Emmanuel Rodriguez	4	+0.0356	no
Jared Serna	1	+0.0387	no
Marcus Semien	3	+0.0391	no
Andrew Benintendi	1	+0.0452	no
John Rave	2	+0.0460	no
Andrés Giménez	1	+0.0468	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
Christian Encarnacion-Strand	2	+0.0499	no
Matt Shaw	1	+0.0527	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
Brett Bateman	1	+0.0640	no
Wilyer Abreu	4	+0.0670	no
Wyatt Langford	4	+0.0673	no
Francisco Lindor	3	+0.0718	no
Jakob Marsee	4	+0.0784	no
Sal Stewart	4	+0.0801	no
Abimelec Ortiz	1	+0.0805	no
Adael Amador	1	+0.0887	no
José Caballero	2	+0.0910	no
Dominic Canzone	5	+0.0923	no
Bryan Reynolds	3	+0.0962	no
Lucas Spence	2	+0.1018	no
Andy Pages	3	+0.1063	no
Corey Seager	4	+0.1132	no
Brett Harris	3	+0.1527	no
Thomas Saggese	3	+0.1560	no
Jose Altuve	5	+0.1580	no
Dylan Crews	3	+0.1580	no
CJ Abrams	3	+0.1630	no
Tommy Edman	6	+0.1637	no
Nick Sogard	4	+0.1667	no
Scott Bandura	1	+0.1690	no
Ryan Vilade	1	+0.1803	no
Walker Jenkins	3	+0.1979	no
Jeremy Peña	4	+0.2005	no
Jackson Merrill	7	+0.2076	no
Dane Myers	3	+0.2325	no
Lars Nootbaar	4	+0.2360	no
Masyn Winn	3	+0.2443	no
Corbin Carroll	5	+0.2646	no
Moisés Ballesteros	4	+0.2758	no
Leonardo Bernal	4	+0.2774	no
Tim Tawa	5	+0.2833	no
Ryan Kreidler	3	+0.2847	no
Travis Bazzana	3	+0.3088	no
Matt Olson	4	+0.3219	no
Jackson Chourio	4	+0.3488	no
Jonah Cox	5	+0.3877	no
Gunnar Henderson	3	+0.4339	no

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 [strong] · SO / batter · 65 players

player	games	KPI gain	left out of verdict
Ryan Jeffers	3	-0.2660	no
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
Ozzie Albies	5	-0.1696	no
Jorbit Vivas	2	-0.1585	no
Gabriel Moreno	5	-0.1574	no
Yordan Alvarez	5	-0.1398	no
George Springer	2	-0.1343	no
Brooks Lee	5	-0.1340	no
Yainer Diaz	5	-0.1338	no
Luke Keaschall	4	-0.1193	no
JJ Wetherholt	2	-0.0823	no
Andrés Giménez	1	-0.0783	no
Fernando Tatis Jr.	7	-0.0746	no
Nathan Church	4	-0.0742	no
Jacob Young	1	-0.0692	no
Juan Soto	1	-0.0590	no
Carson Kelly	3	-0.0588	no
Justin Crawford	3	-0.0579	no
Cody Bellinger	6	-0.0486	no
Nathan Lukes	3	-0.0447	no
Alex Bregman	2	-0.0437	no
Richie Palacios	3	-0.0419	no
Josh Jung	3	-0.0395	no
Cooper Pratt	3	-0.0392	no
Troy Johnston	1	-0.0332	no
Jonah Heim	2	-0.0277	no
Luis García Jr.	4	-0.0174	no
Brayan Rocchio	3	-0.0169	no
Donovan Walton	3	-0.0094	no
Carlos Cortes	3	-0.0040	no
Kyle Tucker	5	-0.0017	no
Tristan Peters	2	+0.0028	no
Michael Massey	3	+0.0077	no
Zach McKinstry	1	+0.0109	no
Nick Gonzales	3	+0.0123	no
Bobby Witt Jr.	4	+0.0173	no
Maikel Garcia	2	+0.0185	no
Vinnie Pasquantino	4	+0.0204	no
Vaughn Grissom	4	+0.0221	no
Trent Grisham	1	+0.0298	no
Mickey Gasper	1	+0.0299	no
Adley Rutschman	4	+0.0379	no
Miguel Vargas	3	+0.0400	no
Tyrone Taylor	1	+0.0425	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
Sam Antonacci	1	+0.0836	no
Spencer Horwitz	2	+0.0842	no
Will Smith	4	+0.0932	no
Drew Gilbert	2	+0.0974	no
Freddie Freeman	6	+0.1116	no
Jake McCarthy	4	+0.1129	no
Austin Martin	1	+0.1324	no
Bo Bichette	3	+0.1515	no
Iván Herrera	2	+0.1753	no
William Contreras	5	+0.2813	no
Ketel Marte	5	+0.2968	no

batter_strikeout_rate [all] · SO / batter · 346 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
Shay Whitcomb	3	-0.5349	no
Samuel Basallo	1	-0.5279	no
George Lombard Jr.	7	-0.5207	no
Kyle Schwarber	3	-0.4835	no
Leody Taveras	2	-0.4815	no
Turner Hill	3	-0.4604	no
Manny Machado	7	-0.4301	no
Jo Adell	3	-0.4277	no
Royce Lewis	3	-0.3856	no
Christian Walker	5	-0.3636	no
Anthony Volpe	4	-0.3583	no
Christian Koss	5	-0.3346	no
Mike Trout	6	-0.3334	no
Bryce Harper	3	-0.3313	no
Juan Brito	2	-0.3282	no
Trea Turner	3	-0.3160	no
Paul Goldschmidt	2	-0.3146	no
Taylor Trammell	3	-0.3129	no
Jordan Lawlar	1	-0.3024	no
Ty France	7	-0.2979	no
Luis Campusano	3	-0.2910	no
Jung Hoo Lee	2	-0.2747	no
Victor Bericoto	2	-0.2661	no
Ryan Jeffers	3	-0.2660	no
Randy Arozarena	5	-0.2615	no
Cam Smith	5	-0.2589	no
Xander Bogaerts	6	-0.2505	no
J.T. Realmuto	3	-0.2492	no
Yandy Díaz	3	-0.2398	no
David Hamilton	1	-0.2353	no
Carson Benge	3	-0.2341	no
Heriberto Hernández	5	-0.2337	no
Kyle Stowers	4	-0.2203	no
Ben Rice	7	-0.2127	no
Bryson Stott	3	-0.2067	no
Junior Caminero	4	-0.2016	no
A.J. Ewing	3	-0.2011	no
J.P. Crawford	5	-0.2002	no
Vaughn Grissom	6	-0.1968	no
Kyle Karros	4	-0.1939	no
Chase DeLauter	3	-0.1912	no
Nolan Arenado	5	-0.1894	no
Francisco Alvarez	2	-0.1862	no
Pedro Ramirez	3	-0.1848	no
Ozzie Albies	5	-0.1696	no
Andrew Knizner	3	-0.1694	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
Josh Bell	3	-0.1637	no
Ceddanne Rafaela	3	-0.1616	no
Jarren Duran	2	-0.1599	no
Jorbit Vivas	2	-0.1585	no
Gabriel Moreno	5	-0.1574	no
JJ Bleday	3	-0.1507	no
Nick Morabito	2	-0.1407	no
Yordan Alvarez	5	-0.1398	no
Agustín Ramírez	4	-0.1357	no
Griffin Conine	3	-0.1357	no
George Springer	2	-0.1343	no
Isaac Paredes	5	-0.1342	no
Brooks Lee	5	-0.1340	no
Yainer Diaz	5	-0.1338	no
Colson Montgomery	3	-0.1297	no
Kyle Teel	1	-0.1287	no
Danny Jansen	3	-0.1281	no
Rafael Flores Jr.	3	-0.1245	no
Jordan Walker	4	-0.1201	no
Luke Keaschall	4	-0.1193	no
Luis Arraez	3	-0.1128	no
Ethan Salas	3	-0.1091	no
Brandon Nimmo	4	-0.1085	no
Lazaro Montes	5	-0.1054	no
Denzer Guzman	5	-0.1014	no
Jordan Beck	1	-0.0981	no
Mark Vientos	2	-0.0976	no
Zac Veen	2	-0.0965	no
Joe Mack	3	-0.0958	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
Mookie Betts	6	-0.0887	no
Ezequiel Duran	4	-0.0864	no
Andrés Chaparro	1	-0.0850	no
Spencer Jones	5	-0.0840	no
JJ Wetherholt	2	-0.0823	no
Jahmai Jones	2	-0.0790	no
Chandler Simpson	3	-0.0776	no
Amed Rosario	2	-0.0766	no
Tyler Heineman	2	-0.0765	no
Connor Norby	3	-0.0756	no
Josh Smith	3	-0.0753	no
Drake Baldwin	5	-0.0748	no
Fernando Tatis Jr.	7	-0.0746	no
Nathan Church	4	-0.0742	no
Victor Caratini	1	-0.0721	no
Chase Meidroth	3	-0.0693	no
Jacob Young	1	-0.0692	no
Shohei Ohtani	3	-0.0689	no
Zack Gelof	3	-0.0661	no
Ian Happ	4	-0.0656	no
Harry Ford	1	-0.0646	no
Jake Cronenworth	7	-0.0645	no
Victor Mesa Jr.	1	-0.0616	no
Carson Kelly	3	-0.0588	no
Justin Crawford	3	-0.0579	no
David Fry	1	-0.0570	no
Spencer Torkelson	2	-0.0566	no
Daylen Lile	2	-0.0557	no
Aaron Sabato	2	-0.0555	no
Trevor Story	3	-0.0548	no
Ronald Acuña Jr.	4	-0.0521	no
Evan Carter	2	-0.0520	no
Austin Wells	6	-0.0518	no
Angel Martínez	1	-0.0516	no
Cody Bellinger	6	-0.0486	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
Nathan Lukes	3	-0.0447	no
Brian Navarreto	1	-0.0440	no
Alex Bregman	2	-0.0437	no
Cal Raleigh	5	-0.0421	no
Richie Palacios	3	-0.0419	no
Josh Jung	3	-0.0395	no
Austin Riley	5	-0.0394	no
Cooper Pratt	3	-0.0392	no
Carlos Jorge	1	-0.0388	no
Cedric Mullins	2	-0.0357	no
Troy Johnston	1	-0.0332	no
José Fermín	1	-0.0321	no
Ryan O'Hearn	3	-0.0316	no
Andrés Giménez	2	-0.0315	no
Josue De Paula	2	-0.0314	no
Seiya Suzuki	5	-0.0284	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
Kevin McGonigle	1	-0.0223	no
Luis Lara	2	-0.0218	no
Daulton Varsho	1	-0.0209	no
Enrique Hernández	1	-0.0177	no
Luis García Jr.	4	-0.0174	no
Brayan Rocchio	3	-0.0169	no
Dansby Swanson	5	-0.0167	no
Michael Busch	5	-0.0165	no
Kody Clemens	3	-0.0151	no
Leo Rivas	2	-0.0148	no
Henry Davis	1	-0.0135	no
Patrick Bailey	2	-0.0133	no
Kyle Isbel	3	-0.0120	no
Shea Langeliers	3	-0.0104	no
Ronny Simon	3	-0.0098	no
Miguel Rojas	1	-0.0094	no
Donovan Walton	3	-0.0094	no
Tommy White	1	-0.0070	no
Sal Frelick	1	-0.0069	no
Carlos Cortes	3	-0.0040	no
Luis Torrens	1	-0.0033	no
Kyle Tucker	5	-0.0017	no
Jake Burger	4	-0.0009	no
Jeff McNeil	3	+0.0004	no
Hao-Yu Lee	2	+0.0016	no
Tristan Peters	2	+0.0028	no
Brett Baty	1	+0.0036	no
John Peck	2	+0.0051	no
Jake Mangum	3	+0.0057	no
Munetaka Murakami	1	+0.0060	no
Jac Caglianone	3	+0.0064	no
Lawrence Butler	3	+0.0069	no
Michael Massey	3	+0.0077	no
Jared Triolo	1	+0.0081	no
Henry Bolte	3	+0.0091	no
Dustin Harris	6	+0.0099	no
Alex Freeland	1	+0.0104	no
Zach McKinstry	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
Nick Gonzales	3	+0.0123	no
Konnor Griffin	3	+0.0127	no
Héctor Rodríguez	2	+0.0131	no
Ben Malgeri	2	+0.0145	no
Nico Hoerner	4	+0.0158	no
Bobby Witt Jr.	4	+0.0173	no
Wade Meckler	5	+0.0173	no
Ke'Bryan Hayes	2	+0.0182	no
Maikel Garcia	2	+0.0185	no
Samad Taylor	5	+0.0200	no
Vinnie Pasquantino	4	+0.0204	no
Jonathan Aranda	2	+0.0207	no
Xavier Edwards	1	+0.0220	no
Cole Carrigg	3	+0.0224	no
Mike Yastrzemski	2	+0.0226	no
Javier Báez	1	+0.0228	no
Michael Harris II	5	+0.0232	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
Braden Montgomery	2	+0.0264	no
Justin Foscue	1	+0.0265	no
Isiah Kiner-Falefa	1	+0.0278	no
Julio Rodríguez	4	+0.0281	no
Isaac Collins	2	+0.0295	no
Trent Grisham	1	+0.0298	no
Mickey Gasper	1	+0.0299	no
Bryan De La Cruz	1	+0.0335	no
Max Muncy	4	+0.0344	no
Keibert Ruiz	2	+0.0353	no
Emmanuel Rodriguez	4	+0.0356	no
Myles Straw	2	+0.0368	no
Riley Greene	1	+0.0369	no
Mickey Moniak	3	+0.0372	no
Josh Lowe	3	+0.0378	no
Adley Rutschman	4	+0.0379	no
Tyler Stephenson	2	+0.0383	no
Michael Conforto	3	+0.0387	no
Jared Serna	1	+0.0387	no
James Wood	3	+0.0390	no
Marcus Semien	3	+0.0391	no
Miguel Vargas	3	+0.0400	no
Tyrone Taylor	1	+0.0425	no
Ernie Clement	2	+0.0427	no
Esteury Ruiz	1	+0.0430	no
Brett Sullivan	1	+0.0436	no
Teoscar Hernández	6	+0.0440	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
Christian Encarnacion-Strand	2	+0.0499	no
Juan Soto	3	+0.0516	no
Alejandro Kirk	1	+0.0525	no
Matt Shaw	1	+0.0527	no
Carlos Narváez	1	+0.0532	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
Liam Hicks	3	+0.0625	no
Bryan Torres	2	+0.0628	no
Brandon Marsh	2	+0.0633	no
Brett Bateman	1	+0.0640	no
Caleb Durbin	4	+0.0651	no
Wilyer Abreu	4	+0.0670	no
Wyatt Langford	4	+0.0673	no
Nicky Lopez	1	+0.0681	no
Cole Young	4	+0.0706	no
Francisco Lindor	3	+0.0718	no
Carter Jensen	4	+0.0749	no
Jakob Marsee	4	+0.0784	no
Sal Stewart	4	+0.0801	no
Abimelec Ortiz	1	+0.0805	no
Jazz Chisholm Jr.	2	+0.0820	no
Sam Antonacci	1	+0.0836	no
Spencer Horwitz	2	+0.0842	no
Adael Amador	1	+0.0887	no
Ezequiel Tovar	3	+0.0891	no
José Caballero	2	+0.0910	no
Dominic Canzone	5	+0.0923	no
Will Smith	4	+0.0932	no
Brandon Valenzuela	1	+0.0943	no
Mauricio Dubón	5	+0.0944	no
Bryan Reynolds	3	+0.0962	no
Drew Gilbert	2	+0.0974	no
Ryan McMahon	3	+0.1016	no
Lucas Spence	2	+0.1018	no
Oneil Cruz	3	+0.1063	no
Andy Pages	3	+0.1063	no
Hunter Goodman	4	+0.1091	no
Freddie Freeman	6	+0.1116	no
Jake McCarthy	4	+0.1129	no
Vladimir Guerrero Jr.	2	+0.1129	no
Corey Seager	4	+0.1132	no
Brandon Lowe	4	+0.1299	no
Austin Martin	1	+0.1324	no
Josh Naylor	5	+0.1346	no
Javier Sanoja	5	+0.1348	no
Steven Kwan	3	+0.1349	no
Matt McLain	4	+0.1441	no
Bo Bichette	3	+0.1515	no
Pete Crow-Armstrong	5	+0.1522	no
Brett Harris	3	+0.1527	no
Thomas Saggese	3	+0.1560	no
Willson Contreras	1	+0.1570	no
Jose Altuve	5	+0.1580	no
Dylan Crews	3	+0.1580	no
CJ Abrams	3	+0.1630	no
Tommy Edman	6	+0.1637	no
Jose Siri	3	+0.1652	no
Nick Sogard	4	+0.1667	no
Scott Bandura	1	+0.1690	no
Kazuma Okamoto	3	+0.1691	no
Iván Herrera	4	+0.1697	no
Geraldo Perdomo	5	+0.1746	no
Alec Bohm	3	+0.1762	no
Ryan Vilade	1	+0.1803	no
Brice Turang	5	+0.1823	no
Elly De La Cruz	4	+0.1978	no
Walker Jenkins	3	+0.1979	no
Jeremy Peña	4	+0.2005	no
Jackson Merrill	7	+0.2076	no
Christian Yelich	4	+0.2130	no
TJ Rumfield	4	+0.2160	no
Otto Lopez	5	+0.2186	no
José Ramírez	3	+0.2269	no
Dane Myers	3	+0.2325	no
Lars Nootbaar	4	+0.2360	no
Masyn Winn	3	+0.2443	no
Corbin Carroll	5	+0.2646	no
Moisés Ballesteros	4	+0.2758	no
Leonardo Bernal	4	+0.2774	no
William Contreras	5	+0.2813	no
Tim Tawa	5	+0.2833	no
Ryan Kreidler	3	+0.2847	no
Heliot Ramos	6	+0.2929	no
Ketel Marte	5	+0.2968	no
Roman Anthony	3	+0.2972	no
Travis Bazzana	3	+0.3088	no
Colton Cowser	3	+0.3111	no
Garrett Mitchell	5	+0.3261	no
Matt Olson	5	+0.3391	no
Jackson Chourio	4	+0.3488	no
Eugenio Suárez	3	+0.3725	no
Jonah Cox	5	+0.3877	no
Jake Bauers	5	+0.4325	no
Gunnar Henderson	3	+0.4339	no
Dylan Beavers	3	+0.4815	no
Zach Neto	6	+0.5448	no

pitcher_strikeout_rate [all] · SO / pitcher · 117 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
Tarik Skubal	7	-1.0595	no
Logan Gilbert	8	-0.9636	no
Payton Tolle	15	-0.8297	no
Ian Seymour	9	-0.6976	no
Reid Detmers	7	-0.5488	no
Taj Bradley	5	-0.5288	no
Shota Imanaga	6	-0.4103	no
Eury Pérez	8	-0.3952	no
Dustin May	9	-0.3819	no
Blake Snell	8	-0.3591	no
MacKenzie Gore	8	-0.3510	no
Brandon Pfaadt	8	-0.2938	no
Nolan McLean	9	-0.2801	no
Jose Quintana	7	-0.2715	no
Cam Schlittler	25	-0.2660	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
Bryce Miller	8	-0.2053	no
Joe Ryan	8	-0.2052	no
Matthew Boyd	27	-0.1976	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
Daniel Lynch IV	4	-0.0321	no
Riley Cornelio	7	-0.0319	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
Noah Cameron	9	+0.0199	no
Andrew Painter	9	+0.0252	no
Hayden Wesneski	17	+0.0283	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
Yunior Marte	9	+0.0389	no
Grant Holmes	8	+0.0399	no
Bubba Chandler	7	+0.0447	no
Andrew Alvarez	7	+0.0485	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
Nick Lodolo	8	+0.1051	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
José Soriano	7	+0.1531	no
Casey Mize	8	+0.1551	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
Cal Quantrill	8	+0.2464	no
Jared Jones	7	+0.2468	no
Michael McGreevy	7	+0.2833	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

pitcher_strikeout_rate [average] · SO / pitcher · 53 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
Bryce Miller	8	-0.2053	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
Noah Cameron	9	+0.0199	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
Yunior Marte	9	+0.0389	no
Bubba Chandler	7	+0.0447	no
Andrew Alvarez	7	+0.0485	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
José Soriano	7	+0.1531	no
Casey Mize	8	+0.1551	no
Brock Stewart	7	+0.1697	no
Daniel Espino	9	+0.1890	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

pitcher_walk_rate [average] · BB / pitcher · 56 players

player	games	KPI gain	left out of verdict
Ryan Johnson	18	-0.1613	no
Nick Lodolo	8	-0.1601	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
Jose Quintana	7	-0.1020	no
Matt Wilkinson	9	-0.0967	no
Taj Bradley	5	-0.0669	no
Peter Lambert	8	-0.0528	no
Hayden Wesneski	17	-0.0408	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
Yunior Marte	9	-0.0264	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
Grant Holmes	8	+0.0223	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
Bryce Miller	8	+0.0588	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

batter_strikeout_rate [weak] · SO / batter · 57 players

player	games	KPI gain	left out of verdict
Samuel Basallo	1	-0.5279	no
Leody Taveras	2	-0.4815	no
Royce Lewis	3	-0.3856	no
Mike Trout	6	-0.3334	no
Cam Smith	5	-0.2589	no
Heriberto Hernández	5	-0.2337	no
A.J. Ewing	3	-0.2011	no
Francisco Alvarez	2	-0.1862	no
Jarren Duran	2	-0.1599	no
Griffin Conine	3	-0.1357	no
Jordan Walker	4	-0.1201	no
Denzer Guzman	5	-0.1014	no
Joe Mack	3	-0.0958	no
Brady House	1	-0.0919	no
Coby Mayo	2	-0.0820	no
Connor Norby	3	-0.0756	no
Ian Happ	4	-0.0656	no
Evan Carter	2	-0.0520	no
Austin Wells	6	-0.0518	no
Taylor Trammell	1	-0.0440	no
Danny Jansen	1	-0.0178	no
Patrick Bailey	2	-0.0133	no
Jake Burger	4	-0.0009	no
Brett Baty	1	+0.0036	no
Jac Caglianone	3	+0.0064	no
Lawrence Butler	3	+0.0069	no
Henry Bolte	3	+0.0091	no
Alex Freeland	1	+0.0104	no
Konnor Griffin	1	+0.0106	no
Matt Olson	1	+0.0172	no
Justin Foscue	1	+0.0265	no
Max Muncy	4	+0.0344	no
Riley Greene	1	+0.0369	no
Mickey Moniak	3	+0.0372	no
Josh Lowe	3	+0.0378	no
Tyler Stephenson	2	+0.0383	no
Michael Conforto	3	+0.0387	no
James Wood	3	+0.0390	no
Teoscar Hernández	6	+0.0440	no
Brandon Marsh	2	+0.0633	no
Carter Jensen	4	+0.0749	no
Jazz Chisholm Jr.	2	+0.0820	no
Ezequiel Tovar	3	+0.0891	no
Brandon Valenzuela	1	+0.0943	no
Ryan McMahon	3	+0.1016	no
Brandon Lowe	4	+0.1299	no
Matt McLain	4	+0.1441	no
Pete Crow-Armstrong	5	+0.1522	no
Willson Contreras	1	+0.1570	no
Kazuma Okamoto	3	+0.1691	no
Elly De La Cruz	4	+0.1978	no
Christian Yelich	4	+0.2130	no
Brice Turang	4	+0.2261	no
Heliot Ramos	6	+0.2929	no
Roman Anthony	3	+0.2972	no
Jake Bauers	5	+0.4325	no
Dylan Beavers	3	+0.4815	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

batter_walk_rate [average] · BB / batter · 178 players

player	games	KPI gain	left out of verdict
Heriberto Hernández	5	-0.1902	no
Ben Malgeri	2	-0.1465	no
Matt Olson	5	-0.1446	no
Austin Riley	5	-0.1420	no
Zach Neto	6	-0.1374	no
Sean Murphy	3	-0.1108	no
Jordan Walker	4	-0.1021	no
Teoscar Hernández	6	-0.0999	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
Kyle Stowers	4	-0.0826	no
Shea Langeliers	3	-0.0804	no
Liam Hicks	3	-0.0766	no
CJ Abrams	3	-0.0741	no
John Peck	2	-0.0736	no
Henry Bolte	3	-0.0711	no
Leonardo Bernal	4	-0.0687	no
Eduardo Valencia	1	-0.0663	no
Ha-Seong Kim	1	-0.0598	no
Javier Báez	1	-0.0595	no
Walker Jenkins	3	-0.0584	no
Josh Jung	3	-0.0570	no
Kazuma Okamoto	3	-0.0536	no
Matt Shaw	1	-0.0502	no
Ezequiel Duran	4	-0.0500	no
Pavin Smith	3	-0.0484	no
Connor Norby	2	-0.0469	no
Vladimir Guerrero Jr.	2	-0.0459	no
Coby Mayo	3	-0.0457	no
Dominic Canzone	5	-0.0434	no
Carlos Cortes	3	-0.0410	no
Héctor Rodríguez	2	-0.0402	no
Lucas Spence	2	-0.0375	no
Cooper Pratt	3	-0.0349	no
Jackson Chourio	4	-0.0331	no
Rafael Flores Jr.	3	-0.0324	no
Brandon Nimmo	4	-0.0320	no
Christian Yelich	4	-0.0308	no
Ryan Vilade	1	-0.0278	no
Samuel Basallo	1	-0.0268	no
Masyn Winn	3	-0.0266	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
Lazaro Montes	5	-0.0224	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
Ryan Kreidler	2	-0.0158	no
Bryan Torres	2	-0.0100	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
Alan Roden	3	-0.0071	no
Alec Burleson	3	-0.0069	no
Adael Amador	1	-0.0067	no
Drew Gilbert	2	-0.0064	no
Michael Arroyo	1	-0.0059	no
Leo Rivas	2	-0.0055	no
Isiah Kiner-Falefa	1	-0.0051	no
Ketel Marte	5	-0.0048	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
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
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
Mike Yastrzemski	2	+0.0023	no
Daulton Varsho	1	+0.0030	no
Henry Davis	1	+0.0050	no
Austin Hays	1	+0.0050	no
Freddie Freeman	1	+0.0054	no
Nick Loftin	2	+0.0067	no
John Rave	2	+0.0069	no
Josue De Paula	2	+0.0070	no
Jake Burger	4	+0.0070	no
Ryan O'Hearn	3	+0.0076	no
Deyvison De Los Santos	2	+0.0078	no
Caleb Durbin	4	+0.0079	no
David Fry	1	+0.0083	no
Ronny Simon	3	+0.0087	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
Brandon Lowe	4	+0.0134	no
Joey Ortiz	4	+0.0136	no
Moisés Ballesteros	4	+0.0138	no
Carlos Jorge	1	+0.0142	no
Leody Taveras	2	+0.0143	no
Royce Lewis	3	+0.0151	no
Marcus Semien	3	+0.0161	no
Drake Baldwin	5	+0.0165	no
Francisco Alvarez	2	+0.0173	no
J.T. Realmuto	3	+0.0183	no
Jordan Beck	1	+0.0191	no
Yandy Díaz	3	+0.0197	no
Ryan McMahon	3	+0.0200	no
Abimelec Ortiz	1	+0.0201	no
Tristan Peters	2	+0.0201	no
Zach McKinstry	1	+0.0203	no
Luke Keaschall	4	+0.0206	no
Dustin Harris	6	+0.0208	no
Spencer Jones	5	+0.0211	no
Bryce Teodosio	3	+0.0223	no
Wade Meckler	5	+0.0227	no
Sam Antonacci	1	+0.0250	no
David Hamilton	1	+0.0259	no
Donovan Walton	3	+0.0276	no
Tyler Heineman	2	+0.0277	no
Nick Morabito	2	+0.0291	no
Fernando Tatis Jr.	7	+0.0311	no
Cole Carrigg	3	+0.0313	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
Patrick Bailey	2	+0.0354	no
Jordan Lawlar	1	+0.0363	no
Matt McLain	4	+0.0379	no
Tim Tawa	5	+0.0398	no
Max Clark	1	+0.0400	no
Carson Benge	3	+0.0404	no
Samad Taylor	5	+0.0415	no
Troy Johnston	1	+0.0439	no
Randy Arozarena	4	+0.0441	no
Dylan Beavers	3	+0.0458	no
Zac Veen	2	+0.0474	no
Christian Koss	4	+0.0499	no
Shay Whitcomb	3	+0.0521	no
Turner Hill	3	+0.0525	no
Brett Bateman	1	+0.0534	no
Francisco Lindor	3	+0.0534	no
Hunter Goodman	4	+0.0539	no
Iván Herrera	3	+0.0539	no
Jahmai Jones	2	+0.0542	no
Josh Bell	3	+0.0551	no
Gunnar Henderson	3	+0.0564	no
Christian Walker	5	+0.0567	no
George Springer	2	+0.0577	no
Hao-Yu Lee	2	+0.0592	no
Cedric Mullins	2	+0.0639	no
Agustín Ramírez	2	+0.0639	no
Brett Harris	3	+0.0675	no
Thomas Saggese	3	+0.0698	no
José Fermín	1	+0.0726	no
Adley Rutschman	4	+0.0757	no
William Contreras	5	+0.0767	no
Josh Lowe	3	+0.0779	no
Andrew Knizner	3	+0.0802	no
Juan Brito	2	+0.0869	no
Mookie Betts	6	+0.0890	no
Jonathan Aranda	1	+0.0985	no
Jonah Cox	5	+0.1205	no
Nolan Arenado	5	+0.1513	no
Jake Cronenworth	7	+0.1552	no
Sal Stewart	4	+0.1641	no
George Lombard Jr.	7	+0.3029	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

pitcher_strikeout_rate [weak] · SO / pitcher · 31 players

player	games	KPI gain	left out of verdict
Brandon Pfaadt	8	-0.2938	no
Framber Valdez	9	-0.2640	no
Matthew Boyd	27	-0.1976	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
Daniel Lynch IV	4	-0.0321	no
Robbie Ray	17	-0.0224	no
Hayden Wesneski	17	+0.0283	no
Seth Lugo	9	+0.0308	no
Grant Holmes	8	+0.0399	no
Grayson Rodriguez	9	+0.0518	no
Richard Lovelady	9	+0.0957	no
Nick Lodolo	8	+0.1051	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
Cal Quantrill	8	+0.2464	no
Michael McGreevy	7	+0.2833	no
Brady Basso	6	+0.2887	no
Brady Singer	9	+0.3116	no
Kyle Freeland	6	+0.3283	no

batter_home_run_rate [strong] · HR / batter · 59 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	5	-0.0412	no
Zach Neto	6	-0.0401	no
Cal Raleigh	5	-0.0361	no
Jeremy Peña	4	-0.0340	no
Randy Arozarena	5	-0.0333	no
Angel Martínez	1	-0.0256	no
Kody Clemens	3	-0.0205	no
Amed Rosario	2	-0.0181	no
Tyrone Taylor	1	-0.0180	no
Gary Sánchez	1	-0.0175	no
Justin Foscue	1	-0.0109	no
Alex Bregman	2	-0.0100	no
Brooks Lee	5	-0.0062	no
Spencer Jones	2	-0.0059	no
Paul Goldschmidt	2	-0.0033	no
Carter Jensen	4	-0.0023	no
Joe Mack	3	-0.0022	no
Jake Burger	4	-0.0012	no
JJ Bleday	3	-0.0005	no
Elly De La Cruz	1	+0.0014	no
Dillon Dingler	1	+0.0020	no
Mickey Gasper	1	+0.0028	no
Ronald Acuña Jr.	4	+0.0060	no
Ryan Jeffers	3	+0.0082	no
Nathaniel Lowe	1	+0.0087	no
Wyatt Langford	4	+0.0088	no
Spencer Torkelson	2	+0.0103	no
Ryan O'Hearn	3	+0.0108	no
Drake Baldwin	5	+0.0145	no
Michael Conforto	3	+0.0149	no
Andrés Chaparro	1	+0.0152	no
Michael Harris II	5	+0.0161	no
Ketel Marte	2	+0.0180	no
Isaac Paredes	1	+0.0185	no
Mark Vientos	2	+0.0197	no
Nolan Arenado	2	+0.0200	no
Zack Gelof	2	+0.0227	no
Seiya Suzuki	5	+0.0246	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	5	+0.0327	no
Francisco Lindor	3	+0.0354	no
Corey Seager	4	+0.0364	no
Andy Pages	3	+0.0369	no
Ian Happ	4	+0.0403	no
Sal Stewart	2	+0.0423	no
Jordan Walker	4	+0.0485	no
Jac Caglianone	3	+0.0498	no
Oneil Cruz	3	+0.0506	no
Mookie Betts	6	+0.0686	no
Manny Machado	7	+0.0695	no
Jackson Merrill	7	+0.0854	no
Ty France	7	+0.0877	no
Kyle Stowers	4	+0.0901	no

batter_walk_rate [strong] · BB / batter · 69 players

player	games	KPI gain	left out of verdict
Austin Wells	6	-0.2244	no
Freddie Freeman	5	-0.1250	no
Lawrence Butler	3	-0.1033	no
Xander Bogaerts	4	-0.1008	no
Dane Myers	3	-0.0976	no
Isaac Collins	2	-0.0950	no
Josh Smith	3	-0.0922	no
Carter Jensen	4	-0.0910	no
Corbin Carroll	5	-0.0889	no
Jazz Chisholm Jr.	2	-0.0864	no
Iván Herrera	1	-0.0827	no
Bobby Witt Jr.	4	-0.0815	no
Vinnie Pasquantino	4	-0.0692	no
Pete Crow-Armstrong	5	-0.0667	no
Dansby Swanson	5	-0.0642	no
Xavier Edwards	1	-0.0556	no
Evan Carter	2	-0.0451	no
Max Muncy	4	-0.0358	no
Ronald Acuña Jr.	4	-0.0336	no
Ryan Jeffers	2	-0.0331	no
Corey Seager	4	-0.0068	no
Randy Arozarena	1	-0.0060	no
Lane Thomas	1	-0.0012	no
Spencer Horwitz	2	+0.0012	no
Andrés Chaparro	1	+0.0014	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
Alex Freeland	1	+0.0081	no
Gabriel Moreno	5	+0.0089	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
Jonathan Aranda	1	+0.0194	no
Oneil Cruz	3	+0.0203	no
Tyler Stephenson	2	+0.0235	no
Manny Machado	7	+0.0257	no
Jorbit Vivas	2	+0.0279	no
Michael Conforto	3	+0.0304	no
Braden Montgomery	2	+0.0353	no
Austin Martin	1	+0.0379	no
Isaac Paredes	5	+0.0420	no
Eugenio Suárez	3	+0.0513	no
Pete Alonso	3	+0.0521	no
Alejandro Kirk	1	+0.0525	no
Colton Cowser	3	+0.0537	no
JJ Wetherholt	2	+0.0540	no
Riley Greene	1	+0.0586	no
Wyatt Langford	4	+0.0610	no
Spencer Torkelson	2	+0.0623	no
Luis Campusano	3	+0.0649	no
Alex Bregman	2	+0.0653	no
Wilyer Abreu	4	+0.0709	no
TJ Rumfield	4	+0.0711	no
Cody Bellinger	6	+0.0820	no
Kyle Karros	4	+0.0844	no
Will Smith	4	+0.0857	no
Roman Anthony	3	+0.0878	no
Nick Sogard	4	+0.0951	no
Agustín Ramírez	2	+0.0990	no
Chase DeLauter	3	+0.0993	no
Garrett Mitchell	5	+0.1037	no
Richie Palacios	3	+0.1051	no
Junior Caminero	4	+0.1198	no
Anthony Volpe	2	+0.1274	no
Griffin Conine	3	+0.1289	no
Elly De La Cruz	4	+0.1518	no

pitcher_strikeout_rate [elite] · SO / pitcher · 11 players

player	games	KPI gain	left out of verdict
Jacob Misiorowski	17	-1.8245	no
Logan Henderson	9	-1.1943	no
Tarik Skubal	7	-1.0595	no
Payton Tolle	15	-0.8297	no
Ian Seymour	9	-0.6976	no
Reid Detmers	7	-0.5488	no
Blake Snell	8	-0.3591	no
Cam Schlittler	25	-0.2660	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 · 7 players

player	games	KPI gain	left out of verdict
Bubba Chandler	7	-0.4284	no
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_walk_rate [weak] · BB / pitcher · 6 players

player	games	KPI gain	left out of verdict
Andrew Abbott	8	-0.2929	no
Walbert Ureña	8	-0.2157	no
Andrew Alvarez	7	-0.1916	no
José Soriano	7	-0.1337	no
Richard Lovelady	9	-0.0438	no
Eury Pérez	8	-0.0072	no

pitcher_strikeout_rate [strong] · SO / pitcher · 15 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
Eury Pérez	8	-0.3952	no
Nolan McLean	9	-0.2801	no
Joe Ryan	8	-0.2052	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 [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

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 · 18 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
Joe Ryan	8	-0.0165	no
Andrew Abbott	8	-0.0133	no
Trey Gibson	5	-0.0049	no
Grant Holmes	8	-0.0048	no
Jose Quintana	7	-0.0048	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_home_run_rate [poor] · HR / batter · 35 players

player	games	KPI gain	left out of verdict
Josh Naylor	4	-0.0204	no
Geraldo Perdomo	5	-0.0176	no
Sal Frelick	1	-0.0082	no
Otto Lopez	2	-0.0064	no
Carlos Narváez	1	-0.0059	no
Jared Triolo	1	-0.0057	no
Jake Mangum	3	-0.0043	no
Sam Antonacci	1	-0.0031	no
Jake Cronenworth	2	-0.0026	no
Wade Meckler	5	-0.0019	no
David Hamilton	1	-0.0007	no
Jorbit Vivas	2	-0.0006	no
Zach McKinstry	1	+0.0004	no
Nico Hoerner	4	+0.0016	no
Austin Martin	1	+0.0024	no
Nick Gonzales	3	+0.0028	no
Luke Keaschall	4	+0.0029	no
Luis Lara	1	+0.0034	no
Nasim Nuñez	1	+0.0035	no
Xavier Edwards	1	+0.0049	no
Myles Straw	2	+0.0055	no
Nicky Lopez	1	+0.0064	no
Isaac Collins	2	+0.0065	no
Justin Crawford	3	+0.0070	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
Vladimir Guerrero Jr.	2	+0.0109	no
Jung Hoo Lee	2	+0.0117	no
Luis Arraez	3	+0.0129	no
Maikel Garcia	2	+0.0133	no
Taylor Walls	3	+0.0152	no
Masyn Winn	3	+0.0156	no
Steven Kwan	3	+0.0156	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	4	-0.2203	no
Colson Montgomery	3	-0.1297	no
Spencer Jones	5	-0.0840	no
Spencer Torkelson	2	-0.0566	no
Trevor Story	3	-0.0548	no
Cal Raleigh	5	-0.0421	no
Austin Riley	5	-0.0394	no
Munetaka Murakami	1	+0.0060	no
Esteury Ruiz	1	+0.0430	no
Carlos Narváez	1	+0.0532	no
Oneil Cruz	3	+0.1063	no
Hunter Goodman	4	+0.1091	no
Jose Siri	3	+0.1652	no
Colton Cowser	3	+0.3111	no
Garrett Mitchell	5	+0.3261	no
Eugenio Suárez	3	+0.3725	no
Zach Neto	6	+0.5448	no

pitcher_strikeout_rate [poor] · SO / pitcher · 7 players

player	games	KPI gain	left out of verdict
Jose Quintana	7	-0.2715	no
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_home_run_rate [weak] · HR / batter · 49 players

player	games	KPI gain	left out of verdict
Javier Sanoja	5	-0.0547	no
Otto Lopez	3	-0.0487	no
Garrett Mitchell	5	-0.0391	no
Victor Caratini	1	-0.0106	no
Nick Loftin	2	-0.0079	no
Marcelo Mayer	2	-0.0048	no
Cooper Pratt	3	-0.0042	no
Anthony Volpe	3	-0.0037	no
Josh Naylor	1	-0.0012	no
Jakob Marsee	4	-0.0006	no
Daulton Varsho	1	-0.0005	no
Tommy Edman	2	+0.0001	no
Alex Freeland	1	+0.0002	no
Miguel Rojas	1	+0.0002	no
Brett Baty	1	+0.0007	no
Braden Montgomery	2	+0.0019	no
Christian Koss	1	+0.0036	no
Konnor Griffin	3	+0.0045	no
Joey Ortiz	1	+0.0045	no
Mauricio Dubón	5	+0.0061	no
Gleyber Torres	1	+0.0070	no
Connor Norby	3	+0.0076	no
Brandon Nimmo	4	+0.0083	no
Leody Taveras	2	+0.0089	no
Agustín Ramírez	1	+0.0097	no
Jacob Young	1	+0.0099	no
Hunter Feduccia	2	+0.0102	no
Trevor Story	3	+0.0127	no
Dylan Beavers	3	+0.0133	no
Kyle Isbel	3	+0.0144	no
Andrés Giménez	2	+0.0150	no
A.J. Ewing	3	+0.0167	no
José Fermín	1	+0.0178	no
Iván Herrera	1	+0.0186	no
Bryson Stott	3	+0.0186	no
Dane Myers	3	+0.0195	no
Ezequiel Tovar	3	+0.0197	no
Christian Yelich	2	+0.0206	no
Evan Carter	2	+0.0215	no
Spencer Horwitz	2	+0.0237	no
Jeff McNeil	3	+0.0238	no
Alika Williams	1	+0.0249	no
Nathan Church	4	+0.0257	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
José Ramírez	3	+0.0327	no
Xander Bogaerts	6	+0.0450	no

batter_walk_rate [elite] · BB / batter · 30 players

player	games	KPI gain	left out of verdict
Mike Trout	6	-0.2366	no
Yordan Alvarez	5	-0.1115	no
Bryce Harper	3	-0.1005	no
Michael Busch	5	-0.0821	no
Kevin McGonigle	1	-0.0647	no
Juan Soto	3	-0.0645	no
Kyle Tucker	5	-0.0558	no
Kyle Schwarber	3	-0.0495	no
J.P. Crawford	5	-0.0368	no
JJ Bleday	3	-0.0234	no
Jakob Marsee	4	-0.0231	no
Gary Sánchez	1	-0.0149	no
Steven Kwan	3	-0.0042	no
Xander Bogaerts	2	+0.0026	no
Miguel Vargas	3	+0.0120	no
Trent Grisham	1	+0.0201	no
James Wood	3	+0.0264	no
Munetaka Murakami	1	+0.0338	no
Bryan Reynolds	3	+0.0412	no
Ben Rice	7	+0.0488	no
Ian Happ	4	+0.0544	no
Ryan Jeffers	1	+0.0664	no
Cal Raleigh	5	+0.0712	no
Jake Bauers	5	+0.0786	no
Lars Nootbaar	4	+0.1091	no
Seiya Suzuki	5	+0.1133	no
Geraldo Perdomo	5	+0.1278	no
Brice Turang	5	+0.1289	no
Shohei Ohtani	3	+0.1494	no
Gleyber Torres	1	+0.1533	no

batter_walk_rate [poor] · BB / batter · 29 players

player	games	KPI gain	left out of verdict
Michael Harris II	5	-0.0798	no
Jo Adell	3	-0.0509	no
Michael Massey	3	-0.0493	no
Otto Lopez	2	-0.0475	no
Denzer Guzman	2	-0.0406	no
Ernie Clement	2	-0.0402	no
Alika Williams	1	-0.0369	no
Nicky Lopez	1	-0.0097	no
Christian Koss	1	+0.0017	no
Jeremy Peña	3	+0.0019	no
Angel Martínez	1	+0.0038	no
Kyle Isbel	2	+0.0042	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
Keibert Ruiz	2	+0.0146	no
Nathan Lukes	1	+0.0188	no
Trevor Story	3	+0.0226	no
Andrés Giménez	2	+0.0244	no
Dillon Dingler	1	+0.0330	no
Mickey Moniak	3	+0.0433	no
Yainer Diaz	5	+0.0436	no
Chandler Simpson	3	+0.0493	no
Jung Hoo Lee	2	+0.0513	no
Luis Arraez	3	+0.0528	no
Jake McCarthy	4	+0.0605	no
Luis García Jr.	4	+0.1519	no

batter_home_run_rate [elite] · HR / batter · 31 players

player	games	KPI gain	left out of verdict
Griffin Conine	3	-0.0862	no
Heriberto Hernández	5	-0.0776	no
Mickey Moniak	3	-0.0635	no
Victor Mesa Jr.	1	-0.0247	no
Sal Stewart	2	-0.0077	no
Munetaka Murakami	1	-0.0057	no
Hunter Goodman	4	+0.0024	no
Juan Soto	3	+0.0086	no
James Wood	3	+0.0133	no
Colson Montgomery	3	+0.0136	no
Miguel Vargas	3	+0.0170	no
Yordan Alvarez	5	+0.0175	no
Zack Gelof	1	+0.0189	no
Matt Olson	5	+0.0197	no
Coby Mayo	3	+0.0223	no
Elly De La Cruz	3	+0.0229	no
CJ Abrams	3	+0.0252	no
Willson Contreras	1	+0.0273	no
Pete Crow-Armstrong	5	+0.0274	no
Kazuma Okamoto	3	+0.0277	no
Max Muncy	4	+0.0334	no
Eugenio Suárez	3	+0.0350	no
Kyle Schwarber	3	+0.0438	no
Junior Caminero	4	+0.0499	no
Brandon Lowe	4	+0.0515	no
Shohei Ohtani	3	+0.0518	no
Pete Alonso	3	+0.0593	no
Nolan Arenado	3	+0.0623	no
Ben Rice	7	+0.0776	no
Luis García Jr.	4	+0.0914	no
Shea Langeliers	3	+0.0915	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_strikeout_rate [elite] · SO / batter · 30 players

player	games	KPI gain	left out of verdict
Jung Hoo Lee	2	-0.2747	no
Isaac Paredes	5	-0.1342	no
Luis Arraez	3	-0.1128	no
Mookie Betts	6	-0.0887	no
Chandler Simpson	3	-0.0776	no
Yandy Díaz	1	-0.0332	no
José Fermín	1	-0.0321	no
Kevin McGonigle	1	-0.0223	no
Miguel Rojas	1	-0.0094	no
Sal Frelick	1	-0.0069	no
Jeff McNeil	3	+0.0004	no
Nico Hoerner	4	+0.0158	no
Xavier Edwards	1	+0.0220	no
Keibert Ruiz	2	+0.0353	no
Myles Straw	2	+0.0368	no
Ernie Clement	2	+0.0427	no
Alejandro Kirk	1	+0.0525	no
Liam Hicks	3	+0.0625	no
Caleb Durbin	4	+0.0651	no
Mauricio Dubón	5	+0.0944	no
Juan Soto	2	+0.1106	no
Vladimir Guerrero Jr.	2	+0.1129	no
Josh Naylor	5	+0.1346	no
Javier Sanoja	5	+0.1348	no
Steven Kwan	3	+0.1349	no
Geraldo Perdomo	5	+0.1746	no
Alec Bohm	3	+0.1762	no
TJ Rumfield	4	+0.2160	no
Otto Lopez	5	+0.2186	no
José Ramírez	3	+0.2269	no

pitcher_home_run_rate_allowed [elite] · HR / pitcher · 10 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
Andrew Alvarez	7	+0.1359	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 · 346 players

player	games	KPI gain	left out of verdict
Mike Trout	6	-0.2366	no
Austin Wells	6	-0.2244	no
Heriberto Hernández	5	-0.1902	no
Ben Malgeri	2	-0.1465	no
Matt Olson	5	-0.1446	no
Austin Riley	5	-0.1420	no
Ozzie Albies	5	-0.1374	no
Zach Neto	6	-0.1374	no
Freddie Freeman	6	-0.1196	no
Yordan Alvarez	5	-0.1115	no
Sean Murphy	3	-0.1108	no
Lawrence Butler	3	-0.1033	no
Jordan Walker	4	-0.1021	no
Bryce Harper	3	-0.1005	no
Teoscar Hernández	6	-0.0999	no
Xander Bogaerts	6	-0.0982	no
Dane Myers	3	-0.0976	no
Isaac Collins	2	-0.0950	no
Andy Pages	3	-0.0927	no
Josh Smith	3	-0.0922	no
Carter Jensen	4	-0.0910	no
Corbin Carroll	5	-0.0889	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
Kyle Stowers	4	-0.0826	no
Michael Busch	5	-0.0821	no
Bobby Witt Jr.	4	-0.0815	no
Shea Langeliers	3	-0.0804	no
Michael Harris II	5	-0.0798	no
Liam Hicks	3	-0.0766	no
CJ Abrams	3	-0.0741	no
John Peck	2	-0.0736	no
Henry Bolte	3	-0.0711	no
Vinnie Pasquantino	4	-0.0692	no
Leonardo Bernal	4	-0.0687	no
Pete Crow-Armstrong	5	-0.0667	no
Tommy Edman	6	-0.0666	no
Eduardo Valencia	1	-0.0663	no
Denzer Guzman	5	-0.0653	no
Kevin McGonigle	1	-0.0647	no
Juan Soto	3	-0.0645	no
Dansby Swanson	5	-0.0642	no
Ryan Kreidler	3	-0.0622	no
Ha-Seong Kim	1	-0.0598	no
Javier Báez	1	-0.0595	no
Walker Jenkins	3	-0.0584	no
Josh Jung	3	-0.0570	no
Kyle Tucker	5	-0.0558	no
Xavier Edwards	1	-0.0556	no
Kazuma Okamoto	3	-0.0536	no
Kyle Isbel	3	-0.0523	no
Nathan Lukes	3	-0.0511	no
Jo Adell	3	-0.0509	no
Matt Shaw	1	-0.0502	no
Ezequiel Duran	4	-0.0500	no
Kyle Schwarber	3	-0.0495	no
Michael Massey	3	-0.0493	no
Javier Sanoja	5	-0.0491	no
Pavin Smith	3	-0.0484	no
Nico Hoerner	4	-0.0481	no
Nathan Church	4	-0.0467	no
Vladimir Guerrero Jr.	2	-0.0459	no
Coby Mayo	3	-0.0457	no
Evan Carter	2	-0.0451	no
Dominic Canzone	5	-0.0434	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
Lucas Spence	2	-0.0375	no
Alika Williams	1	-0.0369	no
J.P. Crawford	5	-0.0368	no
Max Muncy	4	-0.0358	no
Cooper Pratt	3	-0.0349	no
Ronald Acuña Jr.	4	-0.0336	no
Connor Norby	3	-0.0331	no
Jackson Chourio	4	-0.0331	no
Rafael Flores Jr.	3	-0.0324	no
Brandon Nimmo	4	-0.0320	no
Christian Yelich	4	-0.0308	no
Tyrone Taylor	1	-0.0303	no
Iván Herrera	4	-0.0288	no
Ryan Vilade	1	-0.0278	no
Samuel Basallo	1	-0.0268	no
Masyn Winn	3	-0.0266	no
Christian Vázquez	1	-0.0260	no
Kyle Teel	1	-0.0251	no
Ben Ross	2	-0.0249	no
Mauricio Dubón	5	-0.0240	no
JJ Bleday	3	-0.0234	no
Victor Caratini	1	-0.0233	no
Jakob Marsee	4	-0.0231	no
Ethan Salas	3	-0.0231	no
Lazaro Montes	5	-0.0224	no
Bo Bichette	3	-0.0199	no
Konnor Griffin	3	-0.0185	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
Gary Sánchez	1	-0.0149	no
Julio Rodríguez	4	-0.0138	no
Vaughn Grissom	6	-0.0126	no
Carlos Narváez	1	-0.0125	no
Jarren Duran	2	-0.0118	no
Bryan Torres	2	-0.0100	no
Nicky Lopez	1	-0.0097	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
Alan Roden	3	-0.0071	no
Alec Burleson	3	-0.0069	no
Corey Seager	4	-0.0068	no
Miguel Rojas	1	-0.0068	no
Adael Amador	1	-0.0067	no
Drew Gilbert	2	-0.0064	no
Michael Arroyo	1	-0.0059	no
Cam Smith	5	-0.0058	no
Leo Rivas	2	-0.0055	no
Isiah Kiner-Falefa	1	-0.0051	no
Ketel Marte	5	-0.0048	no
Jared Triolo	1	-0.0048	no
Bryan De La Cruz	1	-0.0048	no
Steven Kwan	3	-0.0042	no
Grant McCray	1	-0.0035	no
Scott Bandura	1	-0.0032	no
Josh Naylor	5	-0.0031	no
Tommy White	1	-0.0028	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
Graham Pauley	1	-0.0005	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
Bo Davidson	1	+0.0021	no
Mike Yastrzemski	2	+0.0023	no
Jacob Gonzalez	1	+0.0023	no
Daulton Varsho	1	+0.0030	no
Angel Martínez	1	+0.0038	no
Jeremy Peña	4	+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
Nick Loftin	2	+0.0067	no
John Rave	2	+0.0069	no
Josue De Paula	2	+0.0070	no
Jake Burger	4	+0.0070	no
Cole Young	4	+0.0070	no
Ryan O'Hearn	3	+0.0076	no
Hunter Feduccia	2	+0.0076	no
Nick Gonzales	3	+0.0078	no
Deyvison De Los Santos	2	+0.0078	no
Caleb Durbin	4	+0.0079	no
Brett Sullivan	1	+0.0079	no
Alex Freeland	1	+0.0081	no
David Fry	1	+0.0083	no
Elias Díaz	1	+0.0085	no
Ronny Simon	3	+0.0087	no
Brian Navarreto	1	+0.0088	no
Gabriel Moreno	5	+0.0089	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
Jake Mangum	3	+0.0105	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
Ceddanne Rafaela	3	+0.0129	no
Paul Goldschmidt	2	+0.0130	no
Brandon Lowe	4	+0.0134	no
Joey Ortiz	4	+0.0136	no
Willson Contreras	1	+0.0136	no
Moisés Ballesteros	4	+0.0138	no
Carlos Jorge	1	+0.0142	no
Leody Taveras	2	+0.0143	no
Keibert Ruiz	2	+0.0146	no
Jose Siri	3	+0.0146	no
Royce Lewis	3	+0.0151	no
Brooks Lee	5	+0.0153	no
Marcus Semien	3	+0.0161	no
Drake Baldwin	5	+0.0165	no
Amed Rosario	2	+0.0165	no
Taylor Walls	3	+0.0169	no
Francisco Alvarez	2	+0.0173	no
Ezequiel Tovar	3	+0.0178	no
Mark Vientos	2	+0.0180	no
Daylen Lile	2	+0.0182	no
J.T. Realmuto	3	+0.0183	no
Dylan Crews	3	+0.0187	no
Jordan Beck	1	+0.0191	no
Yandy Díaz	3	+0.0197	no
Ryan McMahon	3	+0.0200	no
Abimelec Ortiz	1	+0.0201	no
Tristan Peters	2	+0.0201	no
Trent Grisham	1	+0.0201	no
Oneil Cruz	3	+0.0203	no
Zach McKinstry	1	+0.0203	no
Luke Keaschall	4	+0.0206	no
Dustin Harris	6	+0.0208	no
Spencer Jones	5	+0.0211	no
Bryce Teodosio	3	+0.0223	no
Trevor Story	3	+0.0226	no
Wade Meckler	5	+0.0227	no
Tyler Stephenson	2	+0.0235	no
Andrés Giménez	2	+0.0244	no
Sam Antonacci	1	+0.0250	no
Manny Machado	7	+0.0257	no
David Hamilton	1	+0.0259	no
James Wood	3	+0.0264	no
Donovan Walton	3	+0.0276	no
Tyler Heineman	2	+0.0277	no
Jorbit Vivas	2	+0.0279	no
Nick Morabito	2	+0.0291	no
Justin Crawford	3	+0.0300	no
Michael Conforto	3	+0.0304	no
Fernando Tatis Jr.	7	+0.0311	no
Cole Carrigg	3	+0.0313	no
Colson Montgomery	3	+0.0313	no
Luis Lara	2	+0.0315	no
Nathaniel Lowe	1	+0.0318	no
Ke'Bryan Hayes	2	+0.0320	no
Pedro Ramirez	3	+0.0324	no
Dillon Dingler	1	+0.0330	no
Ryan Jeffers	3	+0.0333	no
Christian Moore	5	+0.0333	no
Munetaka Murakami	1	+0.0338	no
Ty France	7	+0.0342	no
Braden Montgomery	2	+0.0353	no
Patrick Bailey	2	+0.0354	no
Otto Lopez	5	+0.0363	no
Jordan Lawlar	1	+0.0363	no
Matt McLain	4	+0.0379	no
Austin Martin	1	+0.0379	no
Randy Arozarena	5	+0.0381	no
Tim Tawa	5	+0.0398	no
Max Clark	1	+0.0400	no
Carson Benge	3	+0.0404	no
Bryan Reynolds	3	+0.0412	no
Samad Taylor	5	+0.0415	no
Isaac Paredes	5	+0.0420	no
Mickey Moniak	3	+0.0433	no
Yainer Diaz	5	+0.0436	no
Troy Johnston	1	+0.0439	no
José Caballero	2	+0.0449	no
Dylan Beavers	3	+0.0458	no
Jeff McNeil	3	+0.0469	no
Zac Veen	2	+0.0474	no
Ben Rice	7	+0.0488	no
Chandler Simpson	3	+0.0493	no
Eugenio Suárez	3	+0.0513	no
Jung Hoo Lee	2	+0.0513	no
Christian Koss	5	+0.0516	no
Shay Whitcomb	3	+0.0521	no
Pete Alonso	3	+0.0521	no
Turner Hill	3	+0.0525	no
Alejandro Kirk	1	+0.0525	no
Luis Arraez	3	+0.0528	no
Brett Bateman	1	+0.0534	no
Francisco Lindor	3	+0.0534	no
Colton Cowser	3	+0.0537	no
Hunter Goodman	4	+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
Josh Bell	3	+0.0551	no
Gunnar Henderson	3	+0.0564	no
Christian Walker	5	+0.0567	no
George Springer	2	+0.0577	no
Riley Greene	1	+0.0586	no
Hao-Yu Lee	2	+0.0592	no
Jake McCarthy	4	+0.0605	no
Wyatt Langford	4	+0.0610	no
Spencer Torkelson	2	+0.0623	no
Cedric Mullins	2	+0.0639	no
Luis Campusano	3	+0.0649	no
Alex Bregman	2	+0.0653	no
Joe Mack	3	+0.0661	no
Brayan Rocchio	3	+0.0661	no
Brett Harris	3	+0.0675	no
Thomas Saggese	3	+0.0698	no
Wilyer Abreu	4	+0.0709	no
TJ Rumfield	4	+0.0711	no
Trea Turner	3	+0.0711	no
Cal Raleigh	5	+0.0712	no
José Fermín	1	+0.0726	no
Jose Altuve	5	+0.0734	no
Adley Rutschman	4	+0.0757	no
William Contreras	5	+0.0767	no
Josh Lowe	3	+0.0779	no
Jake Bauers	5	+0.0786	no
Andrew Knizner	3	+0.0802	no
Cody Bellinger	6	+0.0820	no
Jac Caglianone	3	+0.0837	no
Kyle Karros	4	+0.0844	no
Will Smith	4	+0.0857	no
Juan Brito	2	+0.0869	no
Roman Anthony	3	+0.0878	no
Mookie Betts	6	+0.0890	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
Anthony Volpe	4	+0.1081	no
Lars Nootbaar	4	+0.1091	no
Seiya Suzuki	5	+0.1133	no
Jonathan Aranda	2	+0.1179	no
Junior Caminero	4	+0.1198	no
Jonah Cox	5	+0.1205	no
Jackson Merrill	7	+0.1209	no
Geraldo Perdomo	5	+0.1278	no
Griffin Conine	3	+0.1289	no
Brice Turang	5	+0.1289	no
Shohei Ohtani	3	+0.1494	no
Nolan Arenado	5	+0.1513	no
Elly De La Cruz	4	+0.1518	no
Luis García Jr.	4	+0.1519	no
Gleyber Torres	1	+0.1533	no
Jake Cronenworth	7	+0.1552	no
Agustín Ramírez	4	+0.1629	no
Sal Stewart	4	+0.1641	no
Heliot Ramos	6	+0.2791	no
George Lombard Jr.	7	+0.3029	no

pitcher_walk_rate [all] · BB / pitcher · 117 players

player	games	KPI gain	left out of verdict
Bubba Chandler	7	-0.4284	no
Trey Gibson	5	-0.4195	no
Brandon Williamson	8	-0.3960	no
Andrew Abbott	8	-0.2929	no
Casey Mize	8	-0.2604	no
Walbert Ureña	8	-0.2157	no
Andrew Alvarez	7	-0.1916	no
Ryan Johnson	18	-0.1613	no
Nick Lodolo	8	-0.1601	no
Drew Anderson	6	-0.1485	no
José Soriano	7	-0.1337	no
Mason Adams	8	-0.1142	no
Nolan McLean	9	-0.1108	no
Blade Tidwell	9	-0.1034	no
Jose Quintana	7	-0.1020	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
Joe Ryan	8	-0.0499	no
Logan Henderson	9	-0.0491	no
Richard Lovelady	9	-0.0438	no
Shota Imanaga	6	-0.0412	no
Hayden Wesneski	17	-0.0408	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
Yunior Marte	9	-0.0264	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
Eury Pérez	8	-0.0072	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
Grant Holmes	8	+0.0223	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
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
Bryce Miller	8	+0.0588	no
Sean Manaea	6	+0.0592	no
Riley Cornelio	7	+0.0599	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
Noah Cameron	9	+0.0945	no
Eduardo Rodriguez	9	+0.1060	no
Jacob Misiorowski	17	+0.1213	no
Cam Schlittler	25	+0.1262	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
Michael McGreevy	7	+0.1985	no
Aaron Nola	7	+0.2024	no
Matthew Boyd	27	+0.2036	no
Gerrit Cole	14	+0.2069	no
Foster Griffin	8	+0.2110	no
Cal Quantrill	8	+0.2150	no
Reid Detmers	7	+0.2511	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
Brandon Pfaadt	8	+0.3518	no
Tarik Skubal	7	+0.4701	no

batter_home_run_rate [average] · HR / batter · 191 players

player	games	KPI gain	left out of verdict
Cam Smith	5	-0.0667	no
Jose Altuve	5	-0.0575	no
Jose Siri	3	-0.0522	no
William Contreras	5	-0.0498	no
Cole Carrigg	3	-0.0494	no
Ketel Marte	3	-0.0470	no
Denzer Guzman	5	-0.0419	no
Agustín Ramírez	3	-0.0385	no
Joey Ortiz	3	-0.0376	no
Lazaro Montes	5	-0.0372	no
Cole Young	4	-0.0323	no
Heliot Ramos	6	-0.0306	no
Juan Brito	2	-0.0283	no
Tim Tawa	5	-0.0283	no
Sean Murphy	3	-0.0281	no
Mike Yastrzemski	2	-0.0277	no
Kyle Karros	4	-0.0261	no
Brandon Marsh	2	-0.0257	no
Taylor Trammell	3	-0.0256	no
Christian Moore	5	-0.0244	no
Richie Palacios	3	-0.0207	no
Christian Encarnacion-Strand	2	-0.0202	no
Christian Vázquez	1	-0.0200	no
Matt Shaw	1	-0.0199	no
Michael Arroyo	1	-0.0194	no
Corbin Carroll	5	-0.0191	no
Adael Amador	1	-0.0187	no
Walker Jenkins	3	-0.0185	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
Jake McCarthy	4	-0.0107	no
Josh Bell	3	-0.0105	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
Josh Lowe	3	-0.0089	no
Ronny Simon	3	-0.0087	no
Royce Lewis	3	-0.0082	no
Ryan Kreidler	3	-0.0078	no
Daylen Lile	2	-0.0069	no
Lars Nootbaar	4	-0.0065	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
Kyle Teel	1	-0.0036	no
Drew Cavanaugh	2	-0.0034	no
Ha-Seong Kim	1	-0.0023	no
Moisés Ballesteros	4	-0.0022	no
Deyvison De Los Santos	2	-0.0017	no
Andrew Benintendi	1	-0.0017	no
Tyler Heineman	2	-0.0012	no
Brock Rodden	1	-0.0010	no
Yainer Diaz	1	-0.0008	no
Keibert Ruiz	2	-0.0005	no
TJ Rumfield	4	-0.0003	no
Aaron Sabato	2	+0.0001	no
Tyler Stephenson	2	+0.0002	no
Austin Hays	1	+0.0002	no
Enrique Hernández	1	+0.0003	no
Julio Rodríguez	4	+0.0004	no
Josue De Paula	2	+0.0009	no
Jazz Chisholm Jr.	2	+0.0009	no
Luis Torrens	1	+0.0009	no
Max Clark	1	+0.0012	no
Kevin McGonigle	1	+0.0014	no
Abimelec Ortiz	1	+0.0015	no
Ke'Bryan Hayes	2	+0.0016	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
Brett Bateman	1	+0.0031	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
Alejandro Kirk	1	+0.0041	no
J.P. Crawford	5	+0.0044	no
Christian Yelich	2	+0.0045	no
Javier Báez	1	+0.0056	no
Jonathan Aranda	2	+0.0060	no
Josh Smith	3	+0.0061	no
John Peck	2	+0.0067	no
Marcus Semien	3	+0.0072	no
Will Smith	4	+0.0078	no
Nick Morabito	2	+0.0081	no
Tommy White	1	+0.0081	no
Bryan De La Cruz	1	+0.0082	no
Harry Ford	1	+0.0083	no
Zac Veen	2	+0.0084	no
Ezequiel Duran	4	+0.0086	no
Bryan Torres	2	+0.0086	no
Brett Sullivan	1	+0.0087	no
Josh Jung	3	+0.0092	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
Christian Koss	4	+0.0104	no
Dylan Crews	3	+0.0104	no
Jahmai Jones	2	+0.0104	no
Hao-Yu Lee	2	+0.0110	no
Samad Taylor	5	+0.0112	no
JJ Wetherholt	2	+0.0116	no
Brady House	1	+0.0116	no
Victor Bericoto	2	+0.0123	no
Gabriel Moreno	5	+0.0128	no
Ozzie Albies	5	+0.0130	no
Colton Cowser	3	+0.0131	no
Drew Gilbert	2	+0.0131	no
Bryan Reynolds	3	+0.0132	no
Alan Roden	3	+0.0134	no
Freddie Freeman	6	+0.0136	no
Iván Herrera	3	+0.0136	no
Brandon Valenzuela	1	+0.0139	no
Lane Thomas	1	+0.0139	no
Vinnie Pasquantino	4	+0.0148	no
Tommy Edman	4	+0.0154	no
Gunnar Henderson	3	+0.0156	no
Nathan Lukes	3	+0.0158	no
Jonah Cox	5	+0.0159	no
Ceddanne Rafaela	3	+0.0161	no
Turner Hill	3	+0.0163	no
Pedro Ramirez	3	+0.0172	no
Jordan Lawlar	1	+0.0174	no
Jeremiah Jackson	3	+0.0175	no
Brett Harris	3	+0.0177	no
Jarren Duran	2	+0.0182	no
Carson Kelly	3	+0.0191	no
George Springer	2	+0.0196	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
Michael Massey	3	+0.0233	no
Alec Bohm	3	+0.0233	no
J.T. Realmuto	3	+0.0235	no
Andrew Knizner	3	+0.0236	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
Ryan McMahon	3	+0.0266	no
Shay Whitcomb	3	+0.0268	no
Rafael Flores Jr.	3	+0.0274	no
Matt McLain	4	+0.0284	no
Travis Bazzana	3	+0.0299	no
Thomas Saggese	3	+0.0304	no
Wilyer Abreu	4	+0.0306	no
Bobby Witt Jr.	4	+0.0318	no
Spencer Jones	3	+0.0330	no
Mike Trout	6	+0.0339	no
Adley Rutschman	4	+0.0350	no
Jonny DeLuca	3	+0.0351	no
Carlos Cortes	3	+0.0357	no
Yandy Díaz	3	+0.0365	no
Lucas Spence	2	+0.0367	no
Luis Campusano	3	+0.0375	no
Chase DeLauter	3	+0.0376	no
Vaughn Grissom	6	+0.0384	no
Ethan Salas	3	+0.0388	no
Kyle Tucker	5	+0.0395	no
Leonardo Bernal	4	+0.0423	no
Michael Busch	5	+0.0459	no
Cedric Mullins	2	+0.0461	no
Dustin Harris	6	+0.0465	no
Jo Adell	3	+0.0469	no
Teoscar Hernández	6	+0.0477	no
Cody Bellinger	6	+0.0515	no
Austin Riley	5	+0.0517	no
Isaac Paredes	4	+0.0525	no
Dansby Swanson	5	+0.0538	no
Fernando Tatis Jr.	7	+0.0538	no
Henry Bolte	3	+0.0565	no
Lawrence Butler	3	+0.0653	no
Austin Wells	6	+0.0778	no
George Lombard Jr.	7	+0.1131	no

batter_walk_rate [weak] · BB / batter · 56 players

player	games	KPI gain	left out of verdict
Ozzie Albies	5	-0.1374	no
Nathan Lukes	2	-0.0699	no
Tommy Edman	6	-0.0666	no
Kyle Isbel	1	-0.0565	no
Javier Sanoja	5	-0.0491	no
Nico Hoerner	4	-0.0481	no
Nathan Church	4	-0.0467	no
Ryan Kreidler	1	-0.0464	no
Kody Clemens	3	-0.0428	no
Zack Gelof	3	-0.0422	no
Tyrone Taylor	1	-0.0303	no
Christian Vázquez	1	-0.0260	no
Denzer Guzman	3	-0.0247	no
Mauricio Dubón	5	-0.0240	no
Bo Bichette	3	-0.0199	no
Konnor Griffin	3	-0.0185	no
Julio Rodríguez	4	-0.0138	no
Vaughn Grissom	6	-0.0126	no
Carlos Narváez	1	-0.0125	no
Jarren Duran	2	-0.0118	no
Miguel Rojas	1	-0.0068	no
Cam Smith	5	-0.0058	no
Josh Naylor	5	-0.0031	no
Brandon Marsh	2	-0.0012	no
Luis Torrens	1	+0.0001	no
Jacob Young	1	+0.0011	no
Jacob Gonzalez	1	+0.0023	no
Jeremy Peña	1	+0.0031	no
Jonah Heim	2	+0.0065	no
Cole Young	4	+0.0070	no
Nick Gonzales	3	+0.0078	no
Brett Sullivan	1	+0.0079	no
Jake Mangum	3	+0.0105	no
Justin Foscue	1	+0.0112	no
Marcelo Mayer	2	+0.0129	no
Jose Siri	3	+0.0146	no
Brooks Lee	5	+0.0153	no
Amed Rosario	2	+0.0165	no
Ezequiel Tovar	3	+0.0178	no
Mark Vientos	2	+0.0180	no
Daylen Lile	2	+0.0182	no
Dylan Crews	3	+0.0187	no
Justin Crawford	3	+0.0300	no
Ke'Bryan Hayes	2	+0.0320	no
Ty France	7	+0.0342	no
José Caballero	2	+0.0449	no
Jeff McNeil	3	+0.0469	no
Alec Bohm	3	+0.0542	no
Joe Mack	3	+0.0661	no
Brayan Rocchio	3	+0.0661	no
Trea Turner	3	+0.0711	no
Jose Altuve	5	+0.0734	no
Jac Caglianone	3	+0.0837	no
Otto Lopez	3	+0.0838	no
Jackson Merrill	7	+0.1209	no
Heliot Ramos	6	+0.2791	no

batter_home_run_rate [all] · HR / batter · 346 players

player	games	KPI gain	left out of verdict
Griffin Conine	3	-0.0862	no
Heriberto Hernández	5	-0.0776	no
Yainer Diaz	5	-0.0768	no
Cam Smith	5	-0.0667	no
Mickey Moniak	3	-0.0635	no
Jose Altuve	5	-0.0575	no
Jackson Chourio	4	-0.0553	no
Otto Lopez	5	-0.0551	no
Javier Sanoja	5	-0.0547	no
Jake Bauers	5	-0.0547	no
Jose Siri	3	-0.0522	no
William Contreras	5	-0.0498	no
Cole Carrigg	3	-0.0494	no
Denzer Guzman	5	-0.0419	no
Dominic Canzone	5	-0.0412	no
Zach Neto	6	-0.0401	no
Garrett Mitchell	5	-0.0391	no
Lazaro Montes	5	-0.0372	no
Cal Raleigh	5	-0.0361	no
Jeremy Peña	4	-0.0340	no
Randy Arozarena	5	-0.0333	no
Joey Ortiz	4	-0.0331	no
Cole Young	4	-0.0323	no
Heliot Ramos	6	-0.0306	no
Ketel Marte	5	-0.0290	no
Agustín Ramírez	4	-0.0288	no
Juan Brito	2	-0.0283	no
Tim Tawa	5	-0.0283	no
Sean Murphy	3	-0.0281	no
Mike Yastrzemski	2	-0.0277	no
Kyle Karros	4	-0.0261	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
Josh Naylor	5	-0.0216	no
Richie Palacios	3	-0.0207	no
Kody Clemens	3	-0.0205	no
Christian Encarnacion-Strand	2	-0.0202	no
Christian Vázquez	1	-0.0200	no
Matt Shaw	1	-0.0199	no
Michael Arroyo	1	-0.0194	no
Corbin Carroll	5	-0.0191	no
Adael Amador	1	-0.0187	no
Walker Jenkins	3	-0.0185	no
Amed Rosario	2	-0.0181	no
Tyrone Taylor	1	-0.0180	no
Geraldo Perdomo	5	-0.0176	no
Gary Sánchez	1	-0.0175	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
Jake McCarthy	4	-0.0107	no
Victor Caratini	1	-0.0106	no
Josh Bell	3	-0.0105	no
Alex Bregman	2	-0.0100	no
Leo Rivas	2	-0.0097	no
José Caballero	2	-0.0094	no
Elias Díaz	1	-0.0090	no
Josh Lowe	3	-0.0089	no
Ronny Simon	3	-0.0087	no
Royce Lewis	3	-0.0082	no
Sal Frelick	1	-0.0082	no
Nick Loftin	2	-0.0079	no
Ryan Kreidler	3	-0.0078	no
Daylen Lile	2	-0.0069	no
Luis Lara	2	-0.0068	no
Lars Nootbaar	4	-0.0065	no
Brooks Lee	5	-0.0062	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
Alec Burleson	3	-0.0049	no
Marcelo Mayer	2	-0.0048	no
Jake Mangum	3	-0.0043	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
Kyle Teel	1	-0.0036	no
Drew Cavanaugh	2	-0.0034	no
Paul Goldschmidt	2	-0.0033	no
Sam Antonacci	1	-0.0031	no
Carter Jensen	4	-0.0023	no
Ha-Seong Kim	1	-0.0023	no
Joe Mack	3	-0.0022	no
Moisés Ballesteros	4	-0.0022	no
Wade Meckler	5	-0.0019	no
Deyvison De Los Santos	2	-0.0017	no
Andrew Benintendi	1	-0.0017	no
Tyler Heineman	2	-0.0012	no
Jake Burger	4	-0.0012	no
Brock Rodden	1	-0.0010	no
David Hamilton	1	-0.0007	no
Jakob Marsee	4	-0.0006	no
Jorbit Vivas	2	-0.0006	no
Daulton Varsho	1	-0.0005	no
JJ Bleday	3	-0.0005	no
Keibert Ruiz	2	-0.0005	no
TJ Rumfield	4	-0.0003	no
Aaron Sabato	2	+0.0001	no
Tyler Stephenson	2	+0.0002	no
Alex Freeland	1	+0.0002	no
Miguel Rojas	1	+0.0002	no
Austin Hays	1	+0.0002	no
Enrique Hernández	1	+0.0003	no
Julio Rodríguez	4	+0.0004	no
Zach McKinstry	1	+0.0004	no
Brett Baty	1	+0.0007	no
Josue De Paula	2	+0.0009	no
Jazz Chisholm Jr.	2	+0.0009	no
Luis Torrens	1	+0.0009	no
Max Clark	1	+0.0012	no
Kevin McGonigle	1	+0.0014	no
Abimelec Ortiz	1	+0.0015	no
Nico Hoerner	4	+0.0016	no
Ke'Bryan Hayes	2	+0.0016	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
Austin Martin	1	+0.0024	no
Hunter Goodman	4	+0.0024	no
Nick Gonzales	3	+0.0028	no
Mickey Gasper	1	+0.0028	no
Luke Keaschall	4	+0.0029	no
Brett Bateman	1	+0.0031	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
Alejandro Kirk	1	+0.0041	no
J.P. Crawford	5	+0.0044	no
Konnor Griffin	3	+0.0045	no
Xavier Edwards	1	+0.0049	no
Myles Straw	2	+0.0055	no
Javier Báez	1	+0.0056	no
Anthony Volpe	4	+0.0059	no
Ronald Acuña Jr.	4	+0.0060	no
Jonathan Aranda	2	+0.0060	no
Mauricio Dubón	5	+0.0061	no
Josh Smith	3	+0.0061	no
Nicky Lopez	1	+0.0064	no
Isaac Collins	2	+0.0065	no
John Peck	2	+0.0067	no
Justin Crawford	3	+0.0070	no
Gleyber Torres	1	+0.0070	no
Marcus Semien	3	+0.0072	no
Connor Norby	3	+0.0076	no
Will Smith	4	+0.0078	no
Nick Morabito	2	+0.0081	no
Tommy White	1	+0.0081	no
Ryan Jeffers	3	+0.0082	no
Bryan De La Cruz	1	+0.0082	no
Brandon Nimmo	4	+0.0083	no
Harry Ford	1	+0.0083	no
Zac Veen	2	+0.0084	no
Ernie Clement	2	+0.0085	no
Ezequiel Duran	4	+0.0086	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
Wyatt Langford	4	+0.0088	no
Leody Taveras	2	+0.0089	no
Chandler Simpson	3	+0.0090	no
Josh Jung	3	+0.0092	no
Eduardo Valencia	1	+0.0093	no
John Rave	2	+0.0093	no
Troy Johnston	1	+0.0094	no
Jacob Gonzalez	1	+0.0096	no
Henry Davis	1	+0.0097	no
Jacob Young	1	+0.0099	no
Jordan Beck	1	+0.0100	no
Hunter Feduccia	2	+0.0102	no
Spencer Torkelson	2	+0.0103	no
Dylan Crews	3	+0.0104	no
Jahmai Jones	2	+0.0104	no
Ryan O'Hearn	3	+0.0108	no
Vladimir Guerrero Jr.	2	+0.0109	no
Hao-Yu Lee	2	+0.0110	no
Samad Taylor	5	+0.0112	no
JJ Wetherholt	2	+0.0116	no
Brady House	1	+0.0116	no
Jung Hoo Lee	2	+0.0117	no
Victor Bericoto	2	+0.0123	no
Trevor Story	3	+0.0127	no
Gabriel Moreno	5	+0.0128	no
Luis Arraez	3	+0.0129	no
Ozzie Albies	5	+0.0130	no
Colton Cowser	3	+0.0131	no
Drew Gilbert	2	+0.0131	no
Bryan Reynolds	3	+0.0132	no
James Wood	3	+0.0133	no
Dylan Beavers	3	+0.0133	no
Maikel Garcia	2	+0.0133	no
Alan Roden	3	+0.0134	no
Freddie Freeman	6	+0.0136	no
Colson Montgomery	3	+0.0136	no
Brandon Valenzuela	1	+0.0139	no
Lane Thomas	1	+0.0139	no
Christian Koss	5	+0.0140	no
Kyle Isbel	3	+0.0144	no
Drake Baldwin	5	+0.0145	no
Vinnie Pasquantino	4	+0.0148	no
Michael Conforto	3	+0.0149	no
Andrés Giménez	2	+0.0150	no
Taylor Walls	3	+0.0152	no
Andrés Chaparro	1	+0.0152	no
Tommy Edman	6	+0.0155	no
Masyn Winn	3	+0.0156	no
Gunnar Henderson	3	+0.0156	no
Steven Kwan	3	+0.0156	no
Nathan Lukes	3	+0.0158	no
Jonah Cox	5	+0.0159	no
Michael Harris II	5	+0.0161	no
Ceddanne Rafaela	3	+0.0161	no
Turner Hill	3	+0.0163	no
A.J. Ewing	3	+0.0167	no
Miguel Vargas	3	+0.0170	no
Pedro Ramirez	3	+0.0172	no
Jordan Lawlar	1	+0.0174	no
Yordan Alvarez	5	+0.0175	no
Jeremiah Jackson	3	+0.0175	no
Brett Harris	3	+0.0177	no
José Fermín	1	+0.0178	no
Jarren Duran	2	+0.0182	no
Bryson Stott	3	+0.0186	no
Carson Kelly	3	+0.0191	no
Dane Myers	3	+0.0195	no
George Springer	2	+0.0196	no
Matt Olson	5	+0.0197	no
Ezequiel Tovar	3	+0.0197	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
Evan Carter	2	+0.0215	no
Patrick Bailey	2	+0.0218	no
Coby Mayo	3	+0.0223	no
Michael Massey	3	+0.0233	no
Alec Bohm	3	+0.0233	no
J.T. Realmuto	3	+0.0235	no
Andrew Knizner	3	+0.0236	no
Spencer Horwitz	2	+0.0237	no
Jeff McNeil	3	+0.0238	no
Salvador Perez	3	+0.0240	no
Jake Cronenworth	7	+0.0241	no
Bo Bichette	3	+0.0241	no
Elly De La Cruz	4	+0.0243	no
Trea Turner	3	+0.0245	no
Seiya Suzuki	5	+0.0246	no
Jonah Heim	2	+0.0248	no
Alika Williams	1	+0.0249	no
Christian Yelich	4	+0.0251	no
CJ Abrams	3	+0.0252	no
Nathan Church	4	+0.0257	no
Carson Benge	3	+0.0258	no
Brayan Rocchio	3	+0.0261	no
Trent Grisham	1	+0.0261	no
Ryan McMahon	3	+0.0266	no
Ryan Vilade	1	+0.0266	no
Shay Whitcomb	3	+0.0268	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
Pete Crow-Armstrong	5	+0.0274	no
Rafael Flores Jr.	3	+0.0274	no
Kazuma Okamoto	3	+0.0277	no
Matt McLain	4	+0.0284	no
Travis Bazzana	3	+0.0299	no
Thomas Saggese	3	+0.0304	no
Wilyer Abreu	4	+0.0306	no
Bobby Witt Jr.	4	+0.0318	no
Bryce Harper	3	+0.0318	no
Iván Herrera	4	+0.0322	no
Christian Walker	5	+0.0327	no
José Ramírez	3	+0.0327	no
Max Muncy	4	+0.0334	no
Mike Trout	6	+0.0339	no
Sal Stewart	4	+0.0346	no
Eugenio Suárez	3	+0.0350	no
Adley Rutschman	4	+0.0350	no
Jonny DeLuca	3	+0.0351	no
Francisco Lindor	3	+0.0354	no
Carlos Cortes	3	+0.0357	no
Corey Seager	4	+0.0364	no
Yandy Díaz	3	+0.0365	no
Lucas Spence	2	+0.0367	no
Andy Pages	3	+0.0369	no
Luis Campusano	3	+0.0375	no
Chase DeLauter	3	+0.0376	no
Vaughn Grissom	6	+0.0384	no
Ethan Salas	3	+0.0388	no
Kyle Tucker	5	+0.0395	no
Ian Happ	4	+0.0403	no
Zack Gelof	3	+0.0416	no
Leonardo Bernal	4	+0.0423	no
Kyle Schwarber	3	+0.0438	no
Xander Bogaerts	6	+0.0450	no
Michael Busch	5	+0.0459	no
Cedric Mullins	2	+0.0461	no
Dustin Harris	6	+0.0465	no
Jo Adell	3	+0.0469	no
Teoscar Hernández	6	+0.0477	no
Jordan Walker	4	+0.0485	no
Jac Caglianone	3	+0.0498	no
Junior Caminero	4	+0.0499	no
Oneil Cruz	3	+0.0506	no
Brandon Lowe	4	+0.0515	no
Cody Bellinger	6	+0.0515	no
Austin Riley	5	+0.0517	no
Shohei Ohtani	3	+0.0518	no
Dansby Swanson	5	+0.0538	no
Fernando Tatis Jr.	7	+0.0538	no
Henry Bolte	3	+0.0565	no
Pete Alonso	3	+0.0593	no
Lawrence Butler	3	+0.0653	no
Mookie Betts	6	+0.0686	no
Manny Machado	7	+0.0695	no
Isaac Paredes	5	+0.0710	no
Ben Rice	7	+0.0776	no
Austin Wells	6	+0.0778	no
Nolan Arenado	5	+0.0823	no
Jackson Merrill	7	+0.0854	no
Ty France	7	+0.0877	no
Kyle Stowers	4	+0.0901	no
Luis García Jr.	4	+0.0914	no
Shea Langeliers	3	+0.0915	no
George Lombard Jr.	7	+0.1131	no

pitcher_home_run_rate_allowed [all] · HR / pitcher · 117 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
Bryce Miller	8	-0.1670	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
Nick Lodolo	8	-0.0883	no
Kyle Freeland	6	-0.0870	no
Matthew Boyd	27	-0.0833	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
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
Joe Ryan	8	-0.0165	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
Grant Holmes	8	-0.0048	no
Jose Quintana	7	-0.0048	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
Yunior Marte	9	+0.0037	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
Michael McGreevy	7	+0.0115	no
Lake Bachar	7	+0.0116	no
Mason Adams	8	+0.0140	no
Eury Pérez	8	+0.0166	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
Cal Quantrill	8	+0.0246	no
Noah Cameron	9	+0.0256	no
Anthony Kay	8	+0.0282	no
Reid Detmers	7	+0.0293	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
Brandon Pfaadt	8	+0.0342	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
Casey Mize	8	+0.0636	no
Shane Drohan	9	+0.0647	no
Sonny Gray	8	+0.0653	no
Bubba Chandler	7	+0.0684	no
Parker Messick	6	+0.0770	no
Framber Valdez	9	+0.0771	no
Kyle Leahy	9	+0.0788	no
Tarik Skubal	7	+0.0890	no
José Soriano	7	+0.0914	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
Michael Soroka	8	+0.1167	no
Janson Junk	8	+0.1184	no
MacKenzie Gore	8	+0.1203	no
Chris Sale	6	+0.1314	no
Andrew Alvarez	7	+0.1359	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
Hayden Wesneski	17	+0.1477	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
Drew Rasmussen	17	+0.4244	no
Cam Schlittler	25	+0.4469	no
Jacob Misiorowski	17	+0.5260	no

pitcher_home_run_rate_allowed [average] · HR / pitcher · 54 players

player	games	KPI gain	left out of verdict
Matthew Boyd	27	-0.0833	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
Yunior Marte	9	+0.0037	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
Michael McGreevy	7	+0.0115	no
Mason Adams	8	+0.0140	no
Eury Pérez	8	+0.0166	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
Cal Quantrill	8	+0.0246	no
Anthony Kay	8	+0.0282	no
Reid Detmers	7	+0.0293	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
Brandon Pfaadt	8	+0.0342	no
Jack Dreyer	9	+0.0351	no
Hayden Wesneski	8	+0.0364	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
Casey Mize	8	+0.0636	no
Shane Drohan	9	+0.0647	no
Kyle Leahy	9	+0.0788	no
Ray Kerr	8	+0.1026	no
Janson Junk	8	+0.1184	no
MacKenzie Gore	8	+0.1203	no
Nick Pivetta	9	+0.1387	no
Payton Tolle	15	+0.1425	no
Michael King	15	+0.1638	no

pitcher_walk_rate [strong] · BB / pitcher · 27 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
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
Noah Cameron	9	+0.0945	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
Michael McGreevy	7	+0.1985	no
Matthew Boyd	27	+0.2036	no
Foster Griffin	8	+0.2110	no
Reid Detmers	7	+0.2511	no

pitcher_home_run_rate_allowed [strong] · HR / pitcher · 18 players

player	games	KPI gain	left out of verdict
Daniel Lynch IV	4	+0.0187	no
Noah Cameron	9	+0.0256	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
Bubba Chandler	7	+0.0684	no
Parker Messick	6	+0.0770	no
Framber Valdez	9	+0.0771	no
Tarik Skubal	7	+0.0890	no
José Soriano	7	+0.0914	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
Drew Rasmussen	17	+0.4244	no
Cam Schlittler	25	+0.4469	no

pitcher_walk_rate [elite] · BB / pitcher · 22 players

player	games	KPI gain	left out of verdict
Casey Mize	8	-0.2604	no
Brady Basso	6	-0.0825	no
Bryan Woo	9	-0.0779	no
Joe Ryan	8	-0.0499	no
Logan Henderson	9	-0.0491	no
Shota Imanaga	6	-0.0412	no
Logan Gilbert	8	+0.0065	no
Tanner Gordon	8	+0.0144	no
Cam Schlittler	16	+0.0602	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
Cal Quantrill	8	+0.2150	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
Brandon Pfaadt	8	+0.3518	no
Tarik Skubal	7	+0.4701	no

Players the KPI cells blame

player	metric / side	games	PA	real per PA	KPI line per PA	gain	by starter hand
Jeremiah Jackson	SO / batter	3	10	0.200	0.318	-0.597	vs R: 0.200 real / 0.318 KPI (10 PA)
Pete Alonso	SO / batter	3	12	0.250	0.303	-0.555	vs R: 0.250 real / 0.303 KPI (12 PA)
Ryan Johnson	HR / pitcher	18	82	0.024	0.033	-0.248	vs R: 0.024 real / 0.033 KPI (82 PA)
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)
HR\|pitcher\|pitcher_home_run_rate_allowed\|poor	155	+0.0049	batter_walk_rate +0.165 (n 131); batter_contact_rate_vs_breaking -0.098 (n 131); pitcher_barrel_rate_vs_rhh -0.093 (n 155); batter_bat_speed -0.093 (n 132)
SO\|batter\|batter_strikeout_rate\|average	504	+0.0144	pitcher_whiff_rate_vs_lhh -0.135 (n 440); pitcher_whiff_rate_fastball -0.126 (n 455); pitcher_strikeout_rate -0.124 (n 459); batter_barrel_rate_vs_offspeed -0.120 (n 349)
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	1024	+0.0003	pitcher_whiff_rate_vs_lhh -0.104 (n 902); pitcher_whiff_rate -0.087 (n 943); pitcher_whiff_rate_fastball -0.084 (n 925); pitcher_strikeout_rate -0.080 (n 935)
SO\|pitcher\|pitcher_strikeout_rate\|all	1024	+0.0003	pitcher_whiff_rate_vs_lhh -0.104 (n 902); pitcher_whiff_rate -0.087 (n 943); pitcher_whiff_rate_fastball -0.084 (n 925); pitcher_strikeout_rate -0.080 (n 935)
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	1024	-0.0056	pitcher_walk_rate +0.103 (n 935); pitcher_ground_ball_rate_induced -0.061 (n 943); pitcher_whiff_rate_fastball +0.053 (n 925); pitcher_barrel_rate_vs_lhh +0.046 (n 911)
BB\|pitcher\|pitcher_walk_rate\|all	1024	-0.0056	pitcher_walk_rate +0.103 (n 935); pitcher_ground_ball_rate_induced -0.061 (n 943); pitcher_whiff_rate_fastball +0.053 (n 925); pitcher_barrel_rate_vs_lhh +0.046 (n 911)
HR\|batter\|batter_home_run_rate\|all	1024	-0.0047	pitcher_strikeout_rate -0.070 (n 935); batter_contact_xwoba_vs_breaking -0.060 (n 861); pitcher_whiff_rate_fastball -0.060 (n 925); pitcher_barrel_rate_vs_rhh -0.058 (n 914)
HR\|pitcher\|pitcher_home_run_rate_allowed\|all	1024	-0.0047	pitcher_strikeout_rate -0.070 (n 935); batter_contact_xwoba_vs_breaking -0.060 (n 861); pitcher_whiff_rate_fastball -0.060 (n 925); pitcher_barrel_rate_vs_rhh -0.058 (n 914)

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	0.001367	451 rows, -0.000132	330 rows / 5 slates, -0.000178, [-0.0003, 8e-05]	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	-0.004619	451 rows, 2e-06	330 rows / 5 slates, 0.000987, [-0.00047, 0.00579]	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	0.005576	0 rows, –	122 rows / 4 slates, 0.000326, [-0.003, 0.00224]	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	0.001538	659 rows, -0.000656	122 rows / 4 slates, 4.5e-05, [-1e-05, 0.00012]	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	-0.005407	659 rows, -0.000369	122 rows / 4 slates, 0.003844, [-0.00148, 0.00788]	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	0.000352	36 rows, -1.5e-05	86 rows / 3 slates, -6.1e-05, [-0.00014, 0.0]	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	-0.000952	730 rows, -3.5e-05	51 rows / 2 slates, -2.1e-05, –	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.