KPI failure review with Luna: 20261005

Window 20260915 to 20261005, 4618 hitter-metric rows, 48 KPI cells. Next slate 20261006.

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	180	19	-0.0124	[-0.01547, -0.01038]	kpi_systemic	[-0.01573, -0.00923]	Ryan Johnson -0.38, Shota Imanaga -0.21, Gerrit Cole -0.19	-
batter_strikeout_rate [average]	SO / batter	614	196	-0.0117	[-0.02087, -0.00364]	kpi_systemic	[-0.01851, -0.00062]	Rafael Flores Jr. -0.72, Jeremiah Jackson -0.60, Pete Alonso -0.56	-
batter_strikeout_rate [all]	SO / batter	1250	357	-0.0074	[-0.01356, -0.00136]	kpi_systemic	[-0.01137, -0.00033]	Rafael Flores Jr. -0.72, Konnor Griffin -0.66, Coby Mayo -0.64	-
pitcher_home_run_rate_allowed [weak]	HR / pitcher	202	22	-0.0037	[-0.00539, -0.00188]	kpi_systemic	[-0.00484, -0.00147]	Andrew Painter -0.11, Logan Gilbert -0.10, Kevin Gausman -0.08	-
batter_strikeout_rate [strong]	SO / batter	243	66	-0.0095	[-0.01829, -0.00082]	player_specific	[-0.01545, 0.00115]	Nick Gonzales -0.40, Xander Bogaerts -0.33, Ryan Jeffers -0.27	-
pitcher_strikeout_rate [all]	SO / pitcher	1250	130	-0.0074	[-0.01356, -0.00136]	player_specific	[-0.00946, 0.00087]	Jacob Misiorowski -3.83, Logan Gilbert -2.21, Logan Henderson -1.19	-
pitcher_strikeout_rate [strong]	SO / pitcher	195	19	-0.0105	[-0.02878, 0.0105]	player_watch	[-0.00483, 0.02572]	Logan Gilbert -2.21, Yoshinobu Yamamoto -0.98, Lake Bachar -0.73	-
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 [weak]	SO / batter	206	59	-0.0048	[-0.01809, 0.00799]	neutral	–	Konnor Griffin -0.66, Samuel Basallo -0.53, Mike Trout -0.52	-
pitcher_strikeout_rate [average]	SO / pitcher	515	59	-0.0046	[-0.00875, 0.0006]	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	558	60	-0.0010	[-0.00255, 9e-05]	neutral	–	Drew Anderson -0.20, Jack Perkins -0.19, Ryan Johnson -0.16	-
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	-
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	-
pitcher_strikeout_rate [weak]	SO / pitcher	345	36	+0.0012	[-0.00596, 0.00907]	neutral	–	Brandon Pfaadt -0.29, Framber Valdez -0.26, Ryan Johnson -0.23	-
derived_batter_hit_rate [average]	H / batter	422	186	+0.0014	[-0.00168, 0.00563]	neutral	–	Tim Tawa -0.40, Ketel Marte -0.37, Corbin Carroll -0.31	-
batter_walk_rate [average]	BB / batter	584	188	+0.0019	[-0.00151, 0.00535]	neutral	–	Kyle Stowers -0.19, Austin Riley -0.18, Zach Neto -0.18	-
batter_walk_rate [strong]	BB / batter	248	72	+0.0033	[-0.00354, 0.00897]	neutral	–	Austin Wells -0.22, Carter Jensen -0.20, Bobby Witt Jr. -0.18	-
batter_walk_rate [all]	BB / batter	1250	357	+0.0024	[0.00177, 0.00293]	helps	–	Mike Trout -0.30, Bryce Harper -0.23, Austin Wells -0.22	-
pitcher_walk_rate [all]	BB / pitcher	1250	130	+0.0024	[0.00177, 0.00293]	helps	–	Ryan Johnson -0.45, Bubba Chandler -0.43, Trey Gibson -0.42	-
batter_home_run_rate [average]	HR / batter	646	205	+0.0026	[0.0014, 0.00438]	helps	–	Cam Smith -0.07, Jose Altuve -0.06, Jose Siri -0.05	-
batter_home_run_rate [all]	HR / batter	1250	357	+0.0031	[0.0019, 0.00497]	helps	–	Griffin Conine -0.10, Yainer Diaz -0.08, Cam Smith -0.07	-
pitcher_home_run_rate_allowed [all]	HR / pitcher	1250	130	+0.0031	[0.0019, 0.00497]	helps	–	Ryan Johnson -0.38, Shota Imanaga -0.21, Gerrit Cole -0.19	-
batter_walk_rate [weak]	BB / batter	201	59	+0.0031	[0.00117, 0.00481]	helps	–	Kyle Isbel -0.11, Ozzie Albies -0.10, Tommy Edman -0.09	-
batter_home_run_rate [weak]	HR / batter	156	54	+0.0032	[0.00183, 0.00503]	helps	–	Otto Lopez -0.05, Garrett Mitchell -0.04, Javier Sanoja -0.04	-
batter_home_run_rate [strong]	HR / batter	227	62	+0.0034	[9e-05, 0.00769]	helps	–	Yainer Diaz -0.08, Dominic Canzone -0.06, Zach Neto -0.06	-
pitcher_home_run_rate_allowed [average]	HR / pitcher	552	60	+0.0035	[0.00262, 0.00462]	helps	–	Matthew Boyd -0.08, Seth Lugo -0.03, Rhett Lowder -0.01	-
pitcher_walk_rate [strong]	BB / pitcher	293	29	+0.0098	[0.00642, 0.01373]	helps	–	Janson Junk -0.03, Andre Pallante -0.03, Daniel Lynch IV -0.01	-
pitcher_home_run_rate_allowed [strong]	HR / pitcher	185	21	+0.0120	[0.01055, 0.01491]	helps	–	Daniel Lynch IV +0.02, Chris Murphy +0.02, Noah Cameron +0.03	-
pitcher_walk_rate [elite]	BB / pitcher	248	26	+0.0158	[0.00845, 0.0205]	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 · 19 players

player	games	KPI gain	left out of verdict
Ryan Johnson	27	-0.3783	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
Kyle Freeland	13	-0.1156	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
Max Scherzer	9	-0.0687	no
Jack Perkins	9	-0.0559	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 · 196 players

player	games	KPI gain	left out of verdict
Rafael Flores Jr.	4	-0.7214	yes
Jeremiah Jackson	4	-0.5980	yes
Pete Alonso	4	-0.5561	yes
Shay Whitcomb	3	-0.5349	no
Ryan O'Hearn	4	-0.4919	no
Jo Adell	4	-0.4682	no
Jake Mangum	4	-0.4558	no
Jordan Lawlar	2	-0.4365	no
George Lombard Jr.	8	-0.4184	no
Christian Walker	6	-0.4016	no
Vaughn Grissom	3	-0.3804	no
Bryce Harper	4	-0.3772	no
Turner Hill	4	-0.3542	no
Manny Machado	8	-0.3478	no
Randy Arozarena	6	-0.3447	no
Juan Brito	2	-0.3282	no
Paul Goldschmidt	2	-0.3146	no
Ty France	7	-0.2979	no
J.T. Realmuto	4	-0.2937	no
J.P. Crawford	6	-0.2734	no
Anthony Volpe	5	-0.2719	no
Trea Turner	4	-0.2708	no
JJ Bleday	4	-0.2694	no
Victor Bericoto	2	-0.2661	no
Christian Moore	6	-0.2593	no
Kyle Karros	5	-0.2471	no
Carson Benge	4	-0.2442	no
Drew Cavanaugh	3	-0.2350	no
Andrés Chaparro	2	-0.2283	no
Brice Turang	2	-0.2172	no
Christian Koss	6	-0.2054	no
Luis Campusano	4	-0.2005	no
Josh Bell	4	-0.1913	no
Tyler Heineman	3	-0.1776	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
Lazaro Montes	6	-0.1643	no
Ceddanne Rafaela	3	-0.1616	no
Danny Jansen	3	-0.1472	no
Drake Baldwin	6	-0.1462	no
Nick Morabito	2	-0.1407	no
Agustín Ramírez	4	-0.1357	no
Kyle Teel	1	-0.1287	no
Héctor Rodríguez	3	-0.1262	no
Ronald Acuña Jr.	5	-0.1257	no
Nolan Arenado	6	-0.1257	no
Victor Mesa Jr.	2	-0.1215	no
Ezequiel Duran	5	-0.1184	no
Chase Meidroth	4	-0.1151	no
Ben Rice	8	-0.1097	no
Ethan Salas	3	-0.1091	no
Josue De Paula	3	-0.1039	no
Jordan Beck	1	-0.0981	no
Mark Vientos	2	-0.0976	no
Zac Veen	2	-0.0965	no
David Hamilton	2	-0.0954	no
Hunter Feduccia	2	-0.0928	no
Ben Ross	2	-0.0921	no
Wade Meckler	6	-0.0883	no
Jahmai Jones	2	-0.0790	no
Hao-Yu Lee	3	-0.0769	no
Amed Rosario	2	-0.0766	no
Seiya Suzuki	6	-0.0756	no
Shohei Ohtani	3	-0.0689	no
Zack Gelof	3	-0.0661	no
Brandon Nimmo	5	-0.0642	no
Julio Rodríguez	5	-0.0608	no
David Fry	1	-0.0570	no
Daylen Lile	2	-0.0557	no
Aaron Sabato	2	-0.0555	no
Victor Caratini	2	-0.0525	no
Angel Martínez	1	-0.0516	no
Randal Grichuk	1	-0.0483	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
Max Clark	2	-0.0452	no
Brian Navarreto	1	-0.0440	no
Brock Rodden	2	-0.0402	no
Gleyber Torres	2	-0.0398	no
Mike Yastrzemski	3	-0.0377	no
Cole Carrigg	4	-0.0350	no
Iván Herrera	3	-0.0315	no
Alika Williams	1	-0.0273	no
Elias Díaz	1	-0.0266	no
Josh Smith	4	-0.0250	no
Eduardo Valencia	1	-0.0248	no
Christian Vázquez	1	-0.0234	no
Alan Roden	3	-0.0233	no
Nick Sogard	5	-0.0219	no
Luis Lara	2	-0.0218	no
Pavin Smith	4	-0.0181	no
Nathaniel Lowe	2	-0.0179	no
Enrique Hernández	1	-0.0177	no
Luisangel Acuña	1	-0.0175	no
Dansby Swanson	5	-0.0167	no
Kody Clemens	3	-0.0151	no
Leo Rivas	2	-0.0148	no
Shea Langeliers	4	-0.0147	no
Henry Davis	1	-0.0135	no
Ronny Simon	3	-0.0098	no
Tommy White	1	-0.0070	no
Graham Pauley	2	-0.0034	no
Luis Torrens	1	-0.0033	no
Rece Hinds	1	-0.0014	no
Konnor Griffin	2	+0.0021	no
Cedric Mullins	3	+0.0023	no
Dylan Crews	4	+0.0041	no
Brenton Doyle	1	+0.0064	no
Jared Young	1	+0.0076	no
Jared Triolo	1	+0.0081	no
Dustin Harris	6	+0.0099	no
Salvador Perez	3	+0.0118	no
Gary Sánchez	1	+0.0119	no
Ben Malgeri	2	+0.0145	no
Daulton Varsho	2	+0.0161	no
Ke'Bryan Hayes	2	+0.0182	no
Kaelen Culpepper	1	+0.0215	no
Jake Rogers	1	+0.0225	no
Javier Báez	1	+0.0228	no
Dillon Dingler	1	+0.0259	no
Braden Montgomery	2	+0.0264	no
Jake Cronenworth	8	+0.0271	no
Isiah Kiner-Falefa	1	+0.0278	no
Bryan De La Cruz	1	+0.0335	no
Michael Busch	6	+0.0347	no
Emmanuel Rodriguez	4	+0.0356	no
Jared Serna	1	+0.0387	no
Adael Amador	2	+0.0439	no
Andrew Benintendi	1	+0.0452	no
Jonah Heim	1	+0.0453	no
Carlos Jorge	2	+0.0455	no
John Rave	2	+0.0460	no
Marcus Semien	4	+0.0467	no
Andrés Giménez	1	+0.0468	no
Marcelo Mayer	2	+0.0473	no
Michael Arroyo	1	+0.0473	no
Joey Ortiz	4	+0.0475	no
Christian Encarnacion-Strand	3	+0.0518	no
Matt Shaw	1	+0.0527	no
Jakob Marsee	5	+0.0532	no
Deyvison De Los Santos	2	+0.0569	no
Nasim Nuñez	1	+0.0579	no
Lane Thomas	1	+0.0593	no
John Peck	3	+0.0601	no
Jacob Gonzalez	1	+0.0601	no
Yohandy Morales	2	+0.0609	no
Corey Seager	5	+0.0679	no
Harry Ford	2	+0.0725	no
Samad Taylor	6	+0.0748	no
Michael Harris II	6	+0.0787	no
Abimelec Ortiz	1	+0.0805	no
Francisco Lindor	4	+0.0813	no
Jorge Mateo	1	+0.0824	no
José Caballero	2	+0.0910	no
Kyle Isbel	4	+0.0911	no
Osleivis Basabe	1	+0.0926	no
Bryan Torres	3	+0.0971	no
Moisés Ballesteros	5	+0.1012	no
Lucas Spence	2	+0.1018	no
Jonathan Aranda	3	+0.1050	no
Andy Pages	3	+0.1063	no
Wyatt Langford	5	+0.1079	no
Lars Nootbaar	5	+0.1210	no
Isaac Collins	3	+0.1259	no
Brett Bateman	2	+0.1263	no
Jeremy Peña	5	+0.1491	no
Brett Harris	3	+0.1527	no
Thomas Saggese	3	+0.1560	no
Corbin Carroll	6	+0.1570	no
CJ Abrams	3	+0.1630	no
Jackson Chourio	5	+0.1647	no
Scott Bandura	1	+0.1690	no
Dominic Canzone	6	+0.1762	no
Ryan Vilade	1	+0.1803	no
Walker Jenkins	3	+0.1979	no
Jose Altuve	6	+0.2053	no
Dane Myers	3	+0.2325	no
Tommy Edman	7	+0.2364	no
Jonah Cox	6	+0.2394	no
Sal Stewart	5	+0.2410	no
Masyn Winn	4	+0.2728	no
Wilyer Abreu	5	+0.2792	no
Tim Tawa	5	+0.2833	no
Ryan Kreidler	3	+0.2847	no
Jackson Merrill	8	+0.3055	no
Leonardo Bernal	5	+0.3122	no
Matt Olson	4	+0.3219	no
Roman Anthony	1	+0.3277	no
Travis Bazzana	4	+0.3461	no
Gunnar Henderson	4	+0.4323	no
Bryan Reynolds	4	+0.5695	no

batter_strikeout_rate [all] · SO / batter · 357 players

player	games	KPI gain	left out of verdict
Rafael Flores Jr.	4	-0.7214	yes
Konnor Griffin	4	-0.6573	yes
Coby Mayo	4	-0.6442	yes
Jeremiah Jackson	4	-0.5980	no
Pete Alonso	4	-0.5561	no
Shay Whitcomb	3	-0.5349	no
Samuel Basallo	1	-0.5279	no
Mike Trout	7	-0.5165	no
Ryan O'Hearn	4	-0.4919	no
Leody Taveras	3	-0.4829	no
Jo Adell	4	-0.4682	no
Jake Mangum	4	-0.4558	no
Jordan Lawlar	2	-0.4365	no
Kyle Schwarber	4	-0.4223	no
George Lombard Jr.	8	-0.4184	no
Royce Lewis	4	-0.4173	no
Christian Walker	6	-0.4016	no
Nick Gonzales	4	-0.3991	no
Bryce Harper	4	-0.3772	no
Vaughn Grissom	7	-0.3583	no
Turner Hill	4	-0.3542	no
Manny Machado	8	-0.3478	no
Randy Arozarena	6	-0.3447	no
Trevor Story	4	-0.3442	no
Jung Hoo Lee	3	-0.3389	no
Juan Brito	2	-0.3282	no
Xander Bogaerts	7	-0.3271	no
Paul Goldschmidt	2	-0.3146	no
Taylor Trammell	3	-0.3129	no
Ty France	7	-0.2979	no
J.T. Realmuto	4	-0.2937	no
Brady House	2	-0.2911	no
J.P. Crawford	6	-0.2734	no
Anthony Volpe	5	-0.2719	no
Trea Turner	4	-0.2708	no
JJ Bleday	4	-0.2694	no
Victor Bericoto	2	-0.2661	no
Ryan Jeffers	3	-0.2660	no
Kyle Stowers	5	-0.2634	no
Christian Moore	6	-0.2593	no
Gabriel Moreno	6	-0.2568	no
Bryson Stott	4	-0.2477	no
Kyle Karros	5	-0.2471	no
Carson Benge	4	-0.2442	no
Drew Cavanaugh	3	-0.2350	no
Andrés Chaparro	2	-0.2283	no
Cam Smith	6	-0.2171	no
Jacob Young	2	-0.2165	no
Ozzie Albies	6	-0.2138	no
Christian Koss	6	-0.2054	no
Luis Campusano	4	-0.2005	no
Francisco Alvarez	3	-0.1971	no
George Springer	3	-0.1938	no
Heriberto Hernández	6	-0.1937	no
A.J. Ewing	4	-0.1918	no
Josh Bell	4	-0.1913	no
Chase DeLauter	3	-0.1912	no
Tyler Heineman	3	-0.1776	no
Yandy Díaz	4	-0.1765	no
Fernando Tatis Jr.	8	-0.1733	no
Isaac Paredes	6	-0.1701	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
Danny Jansen	4	-0.1650	no
Lazaro Montes	6	-0.1643	no
Ceddanne Rafaela	3	-0.1616	no
Jarren Duran	2	-0.1599	no
Adley Rutschman	5	-0.1544	no
Jordan Walker	5	-0.1529	no
Drake Baldwin	6	-0.1462	no
Pedro Ramirez	4	-0.1448	no
Cal Raleigh	6	-0.1422	no
Luke Keaschall	5	-0.1412	no
Nick Morabito	2	-0.1407	no
Brandon Lowe	5	-0.1396	no
Agustín Ramírez	4	-0.1357	no
Mookie Betts	7	-0.1343	no
Colson Montgomery	3	-0.1297	no
Junior Caminero	5	-0.1288	no
Kyle Teel	1	-0.1287	no
Héctor Rodríguez	3	-0.1262	no
Ronald Acuña Jr.	5	-0.1257	no
Nolan Arenado	6	-0.1257	no
Victor Mesa Jr.	2	-0.1215	no
Griffin Conine	4	-0.1192	no
Ezequiel Duran	5	-0.1184	no
Brooks Lee	6	-0.1153	no
Chase Meidroth	4	-0.1151	no
Josh Lowe	4	-0.1124	no
Cody Bellinger	7	-0.1100	no
Ben Rice	8	-0.1097	no
Chandler Simpson	4	-0.1097	no
Ethan Salas	3	-0.1091	no
Spencer Horwitz	3	-0.1088	no
Bobby Witt Jr.	5	-0.1048	no
Josue De Paula	3	-0.1039	no
Yainer Diaz	6	-0.1033	no
Denzer Guzman	5	-0.1014	no
Yordan Alvarez	6	-0.0984	no
Jordan Beck	1	-0.0981	no
Mark Vientos	2	-0.0976	no
Luis Arraez	4	-0.0973	no
Zac Veen	2	-0.0965	no
Joe Mack	3	-0.0958	no
David Hamilton	2	-0.0954	no
Hunter Feduccia	2	-0.0928	no
Ben Ross	2	-0.0921	no
Luis García Jr.	5	-0.0892	no
Wade Meckler	6	-0.0883	no
JJ Wetherholt	2	-0.0823	no
Jahmai Jones	2	-0.0790	no
Hao-Yu Lee	3	-0.0769	no
Amed Rosario	2	-0.0766	no
Alex Bregman	3	-0.0757	no
Seiya Suzuki	6	-0.0756	no
Connor Norby	3	-0.0756	no
Shohei Ohtani	3	-0.0689	no
Ian Happ	4	-0.0656	no
Brandon Nimmo	5	-0.0642	no
Kyle Tucker	6	-0.0621	no
Kevin McGonigle	2	-0.0608	no
Julio Rodríguez	5	-0.0608	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
Patrick Bailey	3	-0.0537	no
Victor Caratini	2	-0.0525	no
Evan Carter	2	-0.0520	no
Austin Wells	6	-0.0518	no
Angel Martínez	1	-0.0516	no
Jake Burger	5	-0.0492	no
Randal Grichuk	1	-0.0483	no
Bo Davidson	1	-0.0467	no
Ha-Seong Kim	1	-0.0465	no
Sean Murphy	3	-0.0464	no
Brayan Rocchio	4	-0.0457	no
Derek Hill	1	-0.0454	no
Max Muncy	5	-0.0453	no
Austin Hays	1	-0.0453	no
Max Clark	2	-0.0452	no
Brian Navarreto	1	-0.0440	no
Nathan Church	5	-0.0406	no
Brock Rodden	2	-0.0402	no
Gleyber Torres	2	-0.0398	no
Cooper Pratt	3	-0.0392	no
Mike Yastrzemski	3	-0.0377	no
Cole Carrigg	4	-0.0350	no
Troy Johnston	1	-0.0332	no
José Fermín	1	-0.0321	no
Alika Williams	1	-0.0273	no
Elias Díaz	1	-0.0266	no
Riley Greene	2	-0.0252	no
Josh Smith	4	-0.0250	no
Eduardo Valencia	1	-0.0248	no
Christian Vázquez	1	-0.0234	no
Alan Roden	3	-0.0233	no
Nick Sogard	5	-0.0219	no
Luis Lara	2	-0.0218	no
Pavin Smith	4	-0.0181	no
Nathaniel Lowe	2	-0.0179	no
Enrique Hernández	1	-0.0177	no
Luisangel Acuña	1	-0.0175	no
Dansby Swanson	5	-0.0167	no
Kody Clemens	3	-0.0151	no
Leo Rivas	2	-0.0148	no
Shea Langeliers	4	-0.0147	no
Mickey Moniak	4	-0.0142	no
Henry Davis	1	-0.0135	no
Zack Gelof	4	-0.0100	no
Ronny Simon	3	-0.0098	no
Miguel Rojas	1	-0.0094	no
Alex Freeland	2	-0.0076	no
Tommy White	1	-0.0070	no
Jorbit Vivas	3	-0.0069	no
Sal Frelick	1	-0.0069	no
Nathan Lukes	4	-0.0045	no
Josh Jung	4	-0.0040	no
Graham Pauley	2	-0.0034	no
Luis Torrens	1	-0.0033	no
Rece Hinds	1	-0.0014	no
Miguel Vargas	4	+0.0019	no
Cedric Mullins	3	+0.0023	no
Tristan Peters	2	+0.0028	no
Ernie Clement	3	+0.0031	no
Dylan Crews	4	+0.0041	no
Alejandro Kirk	2	+0.0049	no
Brenton Doyle	1	+0.0064	no
Brett Baty	2	+0.0075	no
Jared Young	1	+0.0076	no
Jared Triolo	1	+0.0081	no
Brice Turang	6	+0.0089	no
Richie Palacios	4	+0.0098	no
Dustin Harris	6	+0.0099	no
Teoscar Hernández	7	+0.0108	no
Bryce Eldridge	1	+0.0108	no
Salvador Perez	3	+0.0118	no
Gary Sánchez	1	+0.0119	no
Elly De La Cruz	5	+0.0128	no
Ben Malgeri	2	+0.0145	no
Drew Gilbert	3	+0.0147	no
Andrés Giménez	3	+0.0158	no
Daulton Varsho	2	+0.0161	no
Jonah Heim	3	+0.0176	no
Donovan Walton	4	+0.0177	no
Ke'Bryan Hayes	2	+0.0182	no
Maikel Garcia	2	+0.0185	no
Alec Burleson	4	+0.0211	no
Kaelen Culpepper	1	+0.0215	no
Xavier Edwards	1	+0.0220	no
Jake Rogers	1	+0.0225	no
Javier Báez	1	+0.0228	no
Dillon Dingler	1	+0.0259	no
Braden Montgomery	2	+0.0264	no
Jake Cronenworth	8	+0.0271	no
Isiah Kiner-Falefa	1	+0.0278	no
Spencer Jones	6	+0.0286	no
Trent Grisham	1	+0.0298	no
Mickey Gasper	1	+0.0299	no
Austin Riley	6	+0.0312	no
Bryan De La Cruz	1	+0.0335	no
Michael Busch	6	+0.0347	no
Keibert Ruiz	2	+0.0353	no
Emmanuel Rodriguez	4	+0.0356	no
Myles Straw	2	+0.0368	no
Carlos Cortes	4	+0.0373	no
Tyler Stephenson	2	+0.0383	no
Michael Conforto	3	+0.0387	no
Jared Serna	1	+0.0387	no
Nico Hoerner	5	+0.0390	no
James Wood	3	+0.0390	no
Tyrone Taylor	1	+0.0425	no
Jeff McNeil	4	+0.0429	no
Esteury Ruiz	1	+0.0430	no
Brett Sullivan	1	+0.0436	no
Adael Amador	2	+0.0439	no
Juan Soto	4	+0.0452	no
Andrew Benintendi	1	+0.0452	no
Carlos Jorge	2	+0.0455	no
John Rave	2	+0.0460	no
Nick Loftin	2	+0.0464	no
Marcus Semien	4	+0.0467	no
Marcelo Mayer	2	+0.0473	no
Michael Arroyo	1	+0.0473	no
Joey Ortiz	4	+0.0475	no
Justin Foscue	2	+0.0492	no
Christian Encarnacion-Strand	3	+0.0518	no
Matt Shaw	1	+0.0527	no
Jakob Marsee	5	+0.0532	no
Carlos Narváez	1	+0.0532	no
Mauricio Dubón	6	+0.0563	no
Deyvison De Los Santos	2	+0.0569	no
Nasim Nuñez	1	+0.0579	no
Lane Thomas	1	+0.0593	no
John Peck	3	+0.0601	no
Jacob Gonzalez	1	+0.0601	no
Yohandy Morales	2	+0.0609	no
Brandon Marsh	2	+0.0633	no
Christian Yelich	5	+0.0639	no
Vladimir Guerrero Jr.	3	+0.0641	no
Jake McCarthy	5	+0.0654	no
Munetaka Murakami	2	+0.0656	no
Corey Seager	5	+0.0679	no
Nicky Lopez	1	+0.0681	no
Zach McKinstry	2	+0.0692	no
Harry Ford	2	+0.0725	no
Samad Taylor	6	+0.0748	no
Michael Harris II	6	+0.0787	no
Josh Naylor	6	+0.0787	no
Lawrence Butler	4	+0.0792	no
Abimelec Ortiz	1	+0.0805	no
Francisco Lindor	4	+0.0813	no
Jazz Chisholm Jr.	2	+0.0820	no
Jorge Mateo	1	+0.0824	no
Sam Antonacci	1	+0.0836	no
Kazuma Okamoto	4	+0.0881	no
Henry Bolte	4	+0.0881	no
Ezequiel Tovar	3	+0.0891	no
José Caballero	2	+0.0910	no
Kyle Isbel	4	+0.0911	no
Osleivis Basabe	1	+0.0926	no
Will Smith	4	+0.0932	no
Brandon Valenzuela	1	+0.0943	no
Michael Massey	4	+0.0964	no
Bryan Torres	3	+0.0971	no
Liam Hicks	4	+0.0973	no
Vinnie Pasquantino	5	+0.1000	no
Moisés Ballesteros	5	+0.1012	no
Ryan McMahon	3	+0.1016	no
Lucas Spence	2	+0.1018	no
Jonathan Aranda	3	+0.1050	no
Geraldo Perdomo	6	+0.1063	no
Andy Pages	3	+0.1063	no
Wyatt Langford	5	+0.1079	no
Hunter Goodman	4	+0.1091	no
Steven Kwan	4	+0.1134	no
Lars Nootbaar	5	+0.1210	no
Garrett Mitchell	6	+0.1237	no
Isaac Collins	3	+0.1259	no
Brett Bateman	2	+0.1263	no
Cole Young	5	+0.1413	no
Iván Herrera	5	+0.1438	no
William Contreras	6	+0.1490	no
Jeremy Peña	5	+0.1491	no
Javier Sanoja	6	+0.1520	no
Austin Martin	2	+0.1520	no
Brett Harris	3	+0.1527	no
Thomas Saggese	3	+0.1560	no
Corbin Carroll	6	+0.1570	no
Jac Caglianone	4	+0.1593	no
Bo Bichette	4	+0.1600	no
CJ Abrams	3	+0.1630	no
Jackson Chourio	5	+0.1647	no
Jose Siri	3	+0.1652	no
Scott Bandura	1	+0.1690	no
Dominic Canzone	6	+0.1762	no
TJ Rumfield	5	+0.1764	no
Ryan Vilade	1	+0.1803	no
Freddie Freeman	7	+0.1852	no
Otto Lopez	6	+0.1946	no
Walker Jenkins	3	+0.1979	no
Caleb Durbin	5	+0.1998	no
José Ramírez	4	+0.2014	no
Jose Altuve	6	+0.2053	no
Alec Bohm	4	+0.2104	no
Pete Crow-Armstrong	6	+0.2218	no
Carter Jensen	5	+0.2234	no
Dane Myers	3	+0.2325	no
Tommy Edman	7	+0.2364	no
Jonah Cox	6	+0.2394	no
Sal Stewart	5	+0.2410	no
Masyn Winn	4	+0.2728	no
Wilyer Abreu	5	+0.2792	no
Tim Tawa	5	+0.2833	no
Ryan Kreidler	3	+0.2847	no
Heliot Ramos	6	+0.2929	no
Matt McLain	5	+0.2958	no
Jackson Merrill	8	+0.3055	no
Matt Olson	6	+0.3104	no
Colton Cowser	3	+0.3111	no
Leonardo Bernal	5	+0.3122	no
Zach Neto	7	+0.3419	no
Travis Bazzana	4	+0.3461	no
Ketel Marte	6	+0.3908	no
Willson Contreras	2	+0.4009	no
Gunnar Henderson	4	+0.4323	no
Dylan Beavers	3	+0.4815	no
Bryan Reynolds	4	+0.5695	no
Jake Bauers	6	+0.5735	no
Eugenio Suárez	4	+0.5746	no
Roman Anthony	4	+0.6249	no
Oneil Cruz	4	+0.6886	no

pitcher_home_run_rate_allowed [weak] · HR / pitcher · 22 players

player	games	KPI gain	left out of verdict
Andrew Painter	9	-0.1117	yes
Logan Gilbert	16	-0.1028	yes
Kevin Gausman	16	-0.0821	no
Brandon Williamson	8	-0.0625	no
Sean Manaea	13	-0.0571	no
Grayson Rodriguez	9	-0.0458	no
Cristian Javier	9	-0.0455	no
Zac Thornton	9	-0.0444	no
Griffin Jax	8	-0.0433	no
Drew Anderson	9	-0.0370	no
Logan Henderson	9	-0.0343	no
David Sandlin	9	-0.0269	no
Foster Griffin	7	-0.0205	no
Joe Ryan	8	-0.0165	no
Andrew Abbott	8	-0.0133	no
Bailey Ober	6	-0.0093	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	14	+0.0217	no

batter_strikeout_rate [strong] · SO / batter · 66 players

player	games	KPI gain	left out of verdict
Nick Gonzales	4	-0.3991	yes
Xander Bogaerts	7	-0.3271	no
Ryan Jeffers	3	-0.2660	no
Gabriel Moreno	6	-0.2568	no
Bryson Stott	4	-0.2477	no
Jacob Young	2	-0.2165	no
Ozzie Albies	6	-0.2138	no
Yandy Díaz	2	-0.2066	no
George Springer	3	-0.1938	no
Chase DeLauter	3	-0.1912	no
Fernando Tatis Jr.	8	-0.1733	no
Adley Rutschman	5	-0.1544	no
Pedro Ramirez	4	-0.1448	no
Luke Keaschall	5	-0.1412	no
Junior Caminero	5	-0.1288	no
Brooks Lee	6	-0.1153	no
Cody Bellinger	7	-0.1100	no
Spencer Horwitz	3	-0.1088	no
Bobby Witt Jr.	5	-0.1048	no
Yainer Diaz	6	-0.1033	no
Yordan Alvarez	6	-0.0984	no
Luis García Jr.	5	-0.0892	no
JJ Wetherholt	2	-0.0823	no
Alex Bregman	3	-0.0757	no
Kyle Tucker	6	-0.0621	no
Juan Soto	1	-0.0590	no
Carson Kelly	3	-0.0588	no
Justin Crawford	3	-0.0579	no
Brayan Rocchio	4	-0.0457	no
Nathan Church	5	-0.0406	no
Cooper Pratt	3	-0.0392	no
Troy Johnston	1	-0.0332	no
Andrés Giménez	2	-0.0310	no
Jonah Heim	2	-0.0277	no
Jorbit Vivas	3	-0.0069	no
Nathan Lukes	4	-0.0045	no
Josh Jung	4	-0.0040	no
Miguel Vargas	4	+0.0019	no
Tristan Peters	2	+0.0028	no
Richie Palacios	4	+0.0098	no
Drew Gilbert	3	+0.0147	no
Donovan Walton	4	+0.0177	no
Maikel Garcia	2	+0.0185	no
Alec Burleson	4	+0.0211	no
Vaughn Grissom	4	+0.0221	no
Trent Grisham	1	+0.0298	no
Mickey Gasper	1	+0.0299	no
Alec Bohm	1	+0.0342	no
Carlos Cortes	4	+0.0373	no
Tyrone Taylor	1	+0.0425	no
Brett Sullivan	1	+0.0436	no
Nick Loftin	2	+0.0464	no
Jake McCarthy	5	+0.0654	no
Nicky Lopez	1	+0.0681	no
Zach McKinstry	2	+0.0692	no
Sam Antonacci	1	+0.0836	no
Will Smith	4	+0.0932	no
Michael Massey	4	+0.0964	no
Vinnie Pasquantino	5	+0.1000	no
Cole Young	5	+0.1413	no
William Contreras	6	+0.1490	no
Austin Martin	2	+0.1520	no
Bo Bichette	4	+0.1600	no
Iván Herrera	2	+0.1753	no
Freddie Freeman	7	+0.1852	no
Ketel Marte	6	+0.3908	no

pitcher_strikeout_rate [all] · SO / pitcher · 130 players

player	games	KPI gain	left out of verdict
Jacob Misiorowski	26	-3.8315	yes
Logan Gilbert	16	-2.2121	no
Logan Henderson	9	-1.1943	no
Tarik Skubal	7	-1.0595	no
Yoshinobu Yamamoto	15	-0.9770	no
Payton Tolle	15	-0.8297	no
Lake Bachar	14	-0.7271	no
Ian Seymour	9	-0.6976	no
Reid Detmers	7	-0.5488	no
Taj Bradley	5	-0.5288	no
Janson Junk	16	-0.4263	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
Walker Buehler	15	-0.3188	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
Kevin Gausman	16	-0.2511	no
Ethan Pecko	8	-0.2382	no
Ryan Johnson	27	-0.2317	no
Connor Prielipp	9	-0.2123	no
Bryce Miller	8	-0.2053	no
Joe Ryan	8	-0.2052	no
Cristopher Sánchez	7	-0.2008	no
Braydon Fisher	7	-0.2006	no
Matthew Boyd	27	-0.1976	no
Cody Bradford	9	-0.1896	no
Ryan Gusto	8	-0.1871	no
Drew Anderson	15	-0.1802	no
Max Scherzer	9	-0.1777	no
Rhett Lowder	8	-0.1631	no
Chris Murphy	7	-0.1617	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
Bryan Woo	9	-0.1031	no
Ranger Suarez	9	-0.0938	no
Zac Thornton	9	-0.0720	no
Gerrit Cole	14	-0.0687	no
Jeffrey Springs	7	-0.0631	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
Michael Soroka	15	-0.0314	no
Corbin Burnes	9	-0.0227	no
Robbie Ray	17	-0.0224	no
Jackson Kent	8	-0.0207	no
Patrick Sandoval	8	-0.0194	no
Mason Adams	8	-0.0194	no
Blade Tidwell	16	-0.0172	no
Max Fried	13	-0.0123	no
CJ Van Eyk	7	-0.0108	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
Foster Griffin	15	+0.0005	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
Shane Baz	9	+0.0190	no
Noah Cameron	9	+0.0199	no
Andrew Painter	9	+0.0252	no
Hayden Wesneski	17	+0.0283	no
Sean Manaea	13	+0.0287	no
Seth Lugo	9	+0.0308	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
Ray Kerr	8	+0.0648	no
Michael Wacha	8	+0.0727	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
Martín Pérez	6	+0.1048	no
Nick Lodolo	8	+0.1051	no
Eduardo Rodriguez	9	+0.1218	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
Andre Pallante	14	+0.2312	no
Cal Quantrill	8	+0.2464	no
Jared Jones	7	+0.2468	no
Jacob deGrom	7	+0.2482	no
Bailey Ober	6	+0.2711	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
Jack Dreyer	9	+0.3561	no
Griffin Jax	8	+0.3593	no
Jack Perkins	18	+0.4394	no
Paul Skenes	9	+0.5180	no
Hunter Brown	7	+0.5471	no
Kyle Freeland	13	+0.5701	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 [strong] · SO / pitcher · 19 players

player	games	KPI gain	left out of verdict
Logan Gilbert	16	-2.2121	yes
Yoshinobu Yamamoto	15	-0.9770	yes
Lake Bachar	14	-0.7271	yes
Taj Bradley	5	-0.5288	no
Eury Pérez	8	-0.3952	no
Nolan McLean	9	-0.2801	no
Joe Ryan	8	-0.2052	no
Cristopher Sánchez	7	-0.2008	no
Drew Anderson	9	-0.0764	no
Gerrit Cole	14	-0.0687	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
Griffin Jax	8	+0.3593	no
Jack Perkins	18	+0.4394	no
Paul Skenes	9	+0.5180	no
Hunter Brown	7	+0.5471	no
Drew Rasmussen	17	+0.7497	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 [weak] · SO / batter · 59 players

player	games	KPI gain	left out of verdict
Konnor Griffin	2	-0.6594	no
Samuel Basallo	1	-0.5279	no
Mike Trout	7	-0.5165	no
Leody Taveras	3	-0.4829	no
Royce Lewis	4	-0.4173	no
Brady House	2	-0.2911	no
Cam Smith	6	-0.2171	no
Francisco Alvarez	3	-0.1971	no
Heriberto Hernández	6	-0.1937	no
A.J. Ewing	4	-0.1918	no
Jarren Duran	2	-0.1599	no
Jordan Walker	5	-0.1529	no
Brandon Lowe	5	-0.1396	no
Griffin Conine	4	-0.1192	no
Josh Lowe	4	-0.1124	no
Denzer Guzman	5	-0.1014	no
Joe Mack	3	-0.0958	no
Coby Mayo	2	-0.0820	no
Connor Norby	3	-0.0756	no
Ian Happ	4	-0.0656	no
Patrick Bailey	3	-0.0537	no
Evan Carter	2	-0.0520	no
Austin Wells	6	-0.0518	no
Jake Burger	5	-0.0492	no
Max Muncy	5	-0.0453	no
Taylor Trammell	1	-0.0440	no
Riley Greene	2	-0.0252	no
Danny Jansen	1	-0.0178	no
Mickey Moniak	4	-0.0142	no
Matt Olson	2	-0.0115	no
Alex Freeland	2	-0.0076	no
Brett Baty	2	+0.0075	no
Teoscar Hernández	7	+0.0108	no
Bryce Eldridge	1	+0.0108	no
Elly De La Cruz	5	+0.0128	no
Tyler Stephenson	2	+0.0383	no
Michael Conforto	3	+0.0387	no
James Wood	3	+0.0390	no
Justin Foscue	2	+0.0492	no
Zack Gelof	1	+0.0561	no
Brandon Marsh	2	+0.0633	no
Christian Yelich	5	+0.0639	no
Lawrence Butler	4	+0.0792	no
Jazz Chisholm Jr.	2	+0.0820	no
Kazuma Okamoto	4	+0.0881	no
Henry Bolte	4	+0.0881	no
Ezequiel Tovar	3	+0.0891	no
Brandon Valenzuela	1	+0.0943	no
Ryan McMahon	3	+0.1016	no
Jac Caglianone	4	+0.1593	no
Pete Crow-Armstrong	6	+0.2218	no
Carter Jensen	5	+0.2234	no
Brice Turang	4	+0.2261	no
Heliot Ramos	6	+0.2929	no
Matt McLain	5	+0.2958	no
Roman Anthony	3	+0.2972	no
Willson Contreras	2	+0.4009	no
Dylan Beavers	3	+0.4815	no
Jake Bauers	6	+0.5735	no

pitcher_strikeout_rate [average] · SO / pitcher · 59 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
Walker Buehler	15	-0.3188	no
Tyler Mahle	9	-0.2611	no
Kevin Gausman	16	-0.2511	no
Ethan Pecko	8	-0.2382	no
Connor Prielipp	9	-0.2123	no
Bryce Miller	8	-0.2053	no
Braydon Fisher	7	-0.2006	no
Chris Murphy	7	-0.1617	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
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
Michael Soroka	15	-0.0314	no
Corbin Burnes	9	-0.0227	no
Patrick Sandoval	8	-0.0194	no
Mason Adams	8	-0.0194	no
Max Fried	13	-0.0123	no
CJ Van Eyk	7	-0.0108	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
Foster Griffin	15	+0.0005	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
Shane Baz	9	+0.0190	no
Noah Cameron	9	+0.0199	no
Andrew Painter	9	+0.0252	no
Sean Manaea	13	+0.0287	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
Blade Tidwell	7	+0.0485	no
Andrew Alvarez	7	+0.0485	no
Ray Kerr	8	+0.0648	no
Michael Wacha	8	+0.0727	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 · 60 players

player	games	KPI gain	left out of verdict
Drew Anderson	15	-0.1994	no
Jack Perkins	18	-0.1916	no
Ryan Johnson	18	-0.1613	no
Nick Lodolo	8	-0.1601	no
Rhett Lowder	8	-0.1519	no
Blade Tidwell	16	-0.1463	no
Mason Adams	8	-0.1142	no
Nolan McLean	9	-0.1108	no
Jose Quintana	7	-0.1020	no
Matt Wilkinson	9	-0.0967	no
Taj Bradley	5	-0.0669	no
Shane Baz	9	-0.0645	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
Chris Murphy	7	-0.0238	no
Daniel Espino	9	-0.0196	no
CJ Van Eyk	7	-0.0158	no
Lake Bachar	14	-0.0150	no
Brady Singer	9	-0.0137	no
Walker Buehler	15	-0.0136	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
MacKenzie Gore	8	-0.0028	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
Zack Wheeler	7	+0.1367	no
Corbin Burnes	9	+0.1427	no
Griffin Jax	8	+0.1968	no
Aaron Nola	7	+0.2024	no
Max Fried	13	+0.2416	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

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

pitcher_strikeout_rate [weak] · SO / pitcher · 36 players

player	games	KPI gain	left out of verdict
Brandon Pfaadt	8	-0.2938	no
Framber Valdez	9	-0.2640	no
Ryan Johnson	27	-0.2317	no
Matthew Boyd	27	-0.1976	no
Ryan Gusto	8	-0.1871	no
Max Scherzer	9	-0.1777	no
Rhett Lowder	8	-0.1631	no
Sandy Alcantara	9	-0.1558	no
Brandon Young	8	-0.1497	no
Tanner Gordon	8	-0.1396	no
Andre Pallante	8	-0.0987	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
Jackson Kent	8	-0.0207	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
Martín Pérez	6	+0.1048	no
Nick Lodolo	8	+0.1051	no
Eduardo Rodriguez	9	+0.1218	no
Brandon Williamson	8	+0.1426	no
Anthony Kay	8	+0.1896	no
Cal Quantrill	8	+0.2464	no
Bailey Ober	6	+0.2711	no
Michael McGreevy	7	+0.2833	no
Brady Basso	6	+0.2887	no
Brady Singer	9	+0.3116	no
Kyle Freeland	13	+0.5701	no

derived_batter_hit_rate [average] · H / batter · 186 players

player	games	KPI gain	left out of verdict
Tim Tawa	4	-0.3979	no
Ketel Marte	4	-0.3694	no
Corbin Carroll	4	-0.3109	no
Garrett Mitchell	4	-0.1926	no
George Lombard Jr.	6	-0.1535	no
Isaac Paredes	4	-0.1499	no
Ethan Salas	3	-0.1456	no
Matt Olson	4	-0.1372	no
Coby Mayo	3	-0.1134	no
Zack Gelof	2	-0.1127	no
Luis Campusano	2	-0.1106	no
Wilyer Abreu	4	-0.1067	no
JJ Wetherholt	2	-0.1036	no
Will Smith	3	-0.1008	no
Juan Soto	3	-0.0988	no
Jake Burger	3	-0.0965	no
Jake Bauers	5	-0.0884	no
Bryson Stott	3	-0.0854	no
A.J. Ewing	3	-0.0819	no
Kazuma Okamoto	2	-0.0721	no
George Springer	1	-0.0679	no
Mike Yastrzemski	1	-0.0669	no
Adley Rutschman	3	-0.0647	no
Brice Turang	4	-0.0569	no
Rafael Flores Jr.	2	-0.0551	no
Trevor Story	3	-0.0541	no
Victor Bericoto	2	-0.0523	no
Bryan Reynolds	2	-0.0508	no
Denzer Guzman	4	-0.0449	no
Andrew Benintendi	1	-0.0445	no
Sean Murphy	3	-0.0413	no
Nicky Lopez	1	-0.0409	no
David Hamilton	1	-0.0403	no
Gleyber Torres	1	-0.0397	no
Zach Neto	5	-0.0394	no
Mark Vientos	2	-0.0392	no
Anthony Volpe	3	-0.0383	no
Donovan Walton	3	-0.0381	no
Christian Encarnacion-Strand	2	-0.0376	no
Mickey Moniak	2	-0.0371	no
Tommy White	1	-0.0351	no
James Wood	2	-0.0350	no
Drew Gilbert	1	-0.0345	no
Ronny Simon	2	-0.0335	no
Masyn Winn	2	-0.0330	no
Juan Brito	1	-0.0321	no
Spencer Jones	5	-0.0319	no
Joe Mack	2	-0.0306	no
Nick Sogard	4	-0.0301	no
Adael Amador	1	-0.0297	no
Salvador Perez	3	-0.0252	no
Emmanuel Rodriguez	4	-0.0245	no
Walker Jenkins	3	-0.0244	no
Travis Bazzana	3	-0.0236	no
Alan Roden	3	-0.0226	no
David Fry	1	-0.0221	no
Jose Siri	3	-0.0205	no
Elias Díaz	1	-0.0179	no
Spencer Horwitz	2	-0.0168	no
Christian Koss	4	-0.0161	no
Bryan De La Cruz	1	-0.0155	no
Nick Loftin	2	-0.0149	no
Deyvison De Los Santos	2	-0.0145	no
Dane Myers	2	-0.0117	no
Ben Malgeri	2	-0.0110	no
Josh Bell	1	-0.0109	no
Dillon Dingler	1	-0.0109	no
Luis Torrens	1	-0.0100	no
Brooks Lee	1	-0.0090	no
Jared Serna	1	-0.0081	no
Heriberto Hernández	1	-0.0080	no
Ben Ross	2	-0.0073	no
Maikel Garcia	2	-0.0070	no
Ha-Seong Kim	1	-0.0061	no
Victor Mesa Jr.	1	-0.0057	no
Graham Pauley	1	-0.0041	no
Carlos Jorge	1	-0.0034	no
Yohandy Morales	1	-0.0025	no
John Rave	2	-0.0024	no
Andrés Chaparro	1	-0.0024	no
Brady House	1	-0.0024	no
Austin Hays	1	-0.0022	no
Amed Rosario	2	-0.0015	no
Richie Palacios	1	-0.0013	no
Mookie Betts	1	-0.0011	no
Jacob Gonzalez	1	-0.0011	no
Hunter Feduccia	1	-0.0006	no
Vinnie Pasquantino	3	-0.0006	no
Heliot Ramos	5	+0.0005	no
Brock Rodden	1	+0.0005	no
Enrique Hernández	1	+0.0008	no
Luis Lara	2	+0.0009	no
Josue De Paula	1	+0.0010	no
Michael Arroyo	1	+0.0011	no
Harry Ford	1	+0.0017	no
Dylan Crews	1	+0.0024	no
Jacob Young	1	+0.0024	no
Moisés Ballesteros	1	+0.0025	no
Nathaniel Lowe	1	+0.0033	no
Tyler Stephenson	1	+0.0034	no
Zac Veen	2	+0.0068	no
Brett Sullivan	1	+0.0070	no
Brian Navarreto	1	+0.0079	no
Bo Davidson	1	+0.0083	no
Alec Bohm	1	+0.0086	no
Tommy Edman	5	+0.0097	no
Brett Baty	1	+0.0097	no
Christian Yelich	3	+0.0099	no
Kyle Karros	3	+0.0103	no
Max Clark	1	+0.0108	no
Jordan Beck	1	+0.0108	no
Ozzie Albies	4	+0.0133	no
Aaron Sabato	2	+0.0136	no
Mickey Gasper	1	+0.0136	no
Leonardo Bernal	3	+0.0138	no
Isiah Kiner-Falefa	1	+0.0139	no
Tyler Heineman	1	+0.0146	no
Drew Cavanaugh	2	+0.0165	no
Julio Rodríguez	3	+0.0190	no
Connor Norby	2	+0.0216	no
Michael Conforto	3	+0.0220	no
Ryan Jeffers	2	+0.0221	no
Leo Rivas	2	+0.0226	no
Francisco Alvarez	2	+0.0237	no
John Peck	2	+0.0240	no
Bryce Teodosio	3	+0.0244	no
Grant McCray	1	+0.0285	no
Kyle Stowers	3	+0.0294	no
Scott Bandura	1	+0.0302	no
Brett Harris	2	+0.0308	no
Paul Goldschmidt	2	+0.0308	no
Lawrence Butler	1	+0.0315	no
Wyatt Langford	3	+0.0321	no
Turner Hill	2	+0.0338	no
Kody Clemens	3	+0.0341	no
Ronald Acuña Jr.	3	+0.0345	no
Javier Báez	1	+0.0348	no
Sal Frelick	1	+0.0363	no
Eduardo Valencia	1	+0.0366	no
Cooper Pratt	1	+0.0366	no
Nick Morabito	2	+0.0370	no
José Caballero	2	+0.0384	no
Agustín Ramírez	3	+0.0386	no
Christian Moore	5	+0.0389	no
Jorbit Vivas	1	+0.0392	no
Jared Triolo	1	+0.0401	no
Héctor Rodríguez	2	+0.0405	no
Shay Whitcomb	2	+0.0409	no
Trea Turner	3	+0.0428	no
Carson Kelly	1	+0.0442	no
Andrew Knizner	2	+0.0474	no
Iván Herrera	1	+0.0481	no
Dustin Harris	5	+0.0482	no
Jahmai Jones	2	+0.0488	no
Griffin Conine	3	+0.0539	no
Myles Straw	2	+0.0580	no
Lucas Spence	2	+0.0602	no
Bryan Torres	2	+0.0623	no
Andrés Giménez	1	+0.0662	no
Hunter Goodman	3	+0.0686	no
Brayan Rocchio	3	+0.0693	no
Lazaro Montes	4	+0.0718	no
Thomas Saggese	2	+0.0722	no
Cole Young	4	+0.0768	no
Max Muncy	3	+0.0810	no
Bryce Harper	3	+0.0823	no
Jo Adell	3	+0.0833	no
Willson Contreras	1	+0.0834	no
Jose Altuve	4	+0.0835	no
Kyle Teel	1	+0.0836	no
Jonah Cox	4	+0.1035	no
Ryan Vilade	1	+0.1082	no
Vaughn Grissom	5	+0.1091	no
Carlos Cortes	3	+0.1101	no
Samuel Basallo	1	+0.1110	no
Dylan Beavers	3	+0.1188	no
Pete Alonso	3	+0.1199	no
Jeremiah Jackson	3	+0.1210	no
Roman Anthony	3	+0.1239	no
Caleb Durbin	4	+0.1439	no
Miguel Vargas	3	+0.1448	no
Ben Rice	6	+0.1513	no
Samad Taylor	4	+0.1589	no
Pavin Smith	3	+0.1724	no
Nolan Arenado	4	+0.4399	no
Geraldo Perdomo	4	+0.4595	no

batter_walk_rate [average] · BB / batter · 188 players

player	games	KPI gain	left out of verdict
Kyle Stowers	5	-0.1873	no
Austin Riley	6	-0.1814	no
Zach Neto	7	-0.1801	no
Bryson Stott	4	-0.1760	no
Ben Malgeri	2	-0.1465	no
Sean Murphy	3	-0.1108	no
Victor Mesa Jr.	2	-0.1090	no
Jordan Walker	4	-0.1021	no
Matt Olson	6	-0.0954	no
Heriberto Hernández	6	-0.0940	no
Andy Pages	3	-0.0927	no
Leonardo Bernal	5	-0.0888	no
Myles Straw	2	-0.0884	no
Josh Jung	4	-0.0879	no
Dominic Canzone	6	-0.0766	no
J.T. Realmuto	4	-0.0747	no
CJ Abrams	3	-0.0741	no
Kazuma Okamoto	4	-0.0740	no
Brady House	2	-0.0733	no
Ezequiel Duran	5	-0.0725	no
Teoscar Hernández	7	-0.0710	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
Brandon Nimmo	5	-0.0575	no
Jackson Chourio	5	-0.0565	no
Shea Langeliers	4	-0.0526	no
Liam Hicks	4	-0.0519	no
Matt Shaw	1	-0.0502	no
Connor Norby	2	-0.0469	no
Henry Bolte	4	-0.0432	no
Masyn Winn	4	-0.0413	no
Josue De Paula	3	-0.0412	no
A.J. Ewing	4	-0.0410	no
John Peck	3	-0.0386	no
Lazaro Montes	6	-0.0384	no
Lucas Spence	2	-0.0375	no
Cooper Pratt	3	-0.0349	no
Alex Freeland	1	-0.0347	no
Drew Cavanaugh	3	-0.0290	no
Brock Rodden	2	-0.0286	no
Ryan Vilade	1	-0.0278	no
Pavin Smith	4	-0.0269	no
Samuel Basallo	1	-0.0268	no
Carlos Jorge	2	-0.0260	no
Zach McKinstry	2	-0.0259	no
Vladimir Guerrero Jr.	3	-0.0257	no
Kyle Teel	1	-0.0251	no
Ben Ross	2	-0.0249	no
Ethan Salas	3	-0.0231	no
Alec Burleson	4	-0.0226	no
Anthony Volpe	2	-0.0193	no
Carlos Cortes	4	-0.0184	no
Aaron Sabato	2	-0.0184	no
Maikel Garcia	2	-0.0176	no
Emmanuel Rodriguez	4	-0.0175	no
Ryan O'Hearn	4	-0.0162	no
Jorge Mateo	1	-0.0160	no
Ryan Kreidler	2	-0.0158	no
Osleivis Basabe	1	-0.0108	no
Adael Amador	2	-0.0100	no
Coby Mayo	4	-0.0095	no
Rafael Flores Jr.	4	-0.0093	no
Esteury Ruiz	1	-0.0088	no
Victor Caratini	2	-0.0087	no
Enrique Hernández	1	-0.0086	no
Sal Frelick	1	-0.0079	no
Christian Yelich	5	-0.0074	no
Yandy Díaz	4	-0.0073	no
Alan Roden	3	-0.0071	no
Michael Arroyo	1	-0.0059	no
Leo Rivas	2	-0.0055	no
Isiah Kiner-Falefa	1	-0.0051	no
Jared Triolo	1	-0.0048	no
Bryan De La Cruz	1	-0.0048	no
Max Clark	2	-0.0044	no
Marcus Semien	4	-0.0043	no
Grant McCray	1	-0.0035	no
Scott Bandura	1	-0.0032	no
Tommy White	1	-0.0028	no
Héctor Rodríguez	3	-0.0019	no
Victor Bericoto	2	-0.0013	no
Nasim Nuñez	1	-0.0012	no
Carson Kelly	3	-0.0010	no
Bo Davidson	1	+0.0021	no
Henry Davis	1	+0.0050	no
Austin Hays	1	+0.0050	no
David Hamilton	2	+0.0054	no
Freddie Freeman	1	+0.0054	no
Nick Loftin	2	+0.0067	no
Drew Gilbert	3	+0.0068	no
John Rave	2	+0.0069	no
Deyvison De Los Santos	2	+0.0078	no
Randy Arozarena	5	+0.0083	no
David Fry	1	+0.0083	no
Brett Baty	2	+0.0087	no
Nathaniel Lowe	2	+0.0087	no
Ronny Simon	3	+0.0087	no
Brian Navarreto	1	+0.0088	no
Taylor Trammell	3	+0.0092	no
Jared Serna	1	+0.0099	no
Andrew Benintendi	1	+0.0101	no
Bryan Torres	3	+0.0113	no
Kaelen Culpepper	1	+0.0117	no
Paul Goldschmidt	2	+0.0130	no
Joey Ortiz	4	+0.0136	no
Pedro Ramirez	4	+0.0155	no
Carson Benge	4	+0.0157	no
Christian Encarnacion-Strand	3	+0.0166	no
Jordan Beck	1	+0.0191	no
Zack Gelof	1	+0.0200	no
Ryan McMahon	3	+0.0200	no
Abimelec Ortiz	1	+0.0201	no
Tristan Peters	2	+0.0201	no
Hao-Yu Lee	3	+0.0204	no
Dustin Harris	6	+0.0208	no
Bryce Teodosio	3	+0.0223	no
Rece Hinds	1	+0.0226	no
Danny Jansen	4	+0.0229	no
Sam Antonacci	1	+0.0250	no
Francisco Lindor	4	+0.0251	no
Jake Rogers	1	+0.0262	no
Donovan Walton	3	+0.0276	no
Cole Carrigg	4	+0.0282	no
Brenton Doyle	1	+0.0283	no
Nick Morabito	2	+0.0291	no
Brett Bateman	2	+0.0309	no
Graham Pauley	2	+0.0313	no
Colson Montgomery	3	+0.0313	no
Luis Lara	2	+0.0315	no
Turner Hill	4	+0.0321	no
Ketel Marte	6	+0.0327	no
Daulton Varsho	2	+0.0336	no
Royce Lewis	4	+0.0336	no
Iván Herrera	4	+0.0374	no
Caleb Durbin	5	+0.0378	no
Jose Altuve	1	+0.0388	no
Jake Burger	5	+0.0389	no
Tim Tawa	5	+0.0398	no
Francisco Alvarez	3	+0.0401	no
Luke Keaschall	5	+0.0415	no
Troy Johnston	1	+0.0439	no
Dylan Beavers	3	+0.0458	no
Leody Taveras	3	+0.0468	no
Zac Veen	2	+0.0474	no
Brandon Lowe	5	+0.0476	no
Cedric Mullins	3	+0.0484	no
Tyler Heineman	3	+0.0494	no
William Contreras	6	+0.0504	no
Mike Yastrzemski	3	+0.0520	no
Shay Whitcomb	3	+0.0521	no
Yohandy Morales	2	+0.0536	no
Hunter Goodman	4	+0.0539	no
Jahmai Jones	2	+0.0542	no
Spencer Jones	6	+0.0549	no
Moisés Ballesteros	5	+0.0581	no
Jordan Lawlar	2	+0.0590	no
Patrick Bailey	3	+0.0608	no
Christian Moore	6	+0.0619	no
Mookie Betts	7	+0.0621	no
Christian Koss	5	+0.0633	no
Agustín Ramírez	2	+0.0639	no
Jonathan Aranda	2	+0.0647	no
Samad Taylor	6	+0.0659	no
Brett Harris	3	+0.0675	no
Roman Anthony	1	+0.0690	no
Chase Meidroth	4	+0.0692	no
Thomas Saggese	3	+0.0698	no
Wade Meckler	6	+0.0726	no
José Fermín	1	+0.0726	no
Josh Bell	4	+0.0736	no
Harry Ford	2	+0.0745	no
Drake Baldwin	6	+0.0766	no
George Springer	3	+0.0791	no
Andrew Knizner	3	+0.0802	no
Matt McLain	5	+0.0840	no
Christian Walker	6	+0.0866	no
Juan Brito	2	+0.0869	no
Fernando Tatis Jr.	8	+0.0877	no
Gunnar Henderson	4	+0.0944	no
Josh Lowe	4	+0.1104	no
Adley Rutschman	5	+0.1230	no
Jonah Cox	6	+0.1317	no
Nolan Arenado	6	+0.1704	no
Jake Cronenworth	8	+0.2020	no
Sal Stewart	5	+0.2229	no
George Lombard Jr.	8	+0.2745	no

batter_walk_rate [strong] · BB / batter · 72 players

player	games	KPI gain	left out of verdict
Austin Wells	6	-0.2244	no
Carter Jensen	5	-0.1973	no
Bobby Witt Jr.	5	-0.1775	no
Freddie Freeman	6	-0.1693	no
Vinnie Pasquantino	5	-0.1492	no
Corbin Carroll	6	-0.1283	no
Josh Smith	4	-0.1108	no
Dane Myers	3	-0.0976	no
Pete Crow-Armstrong	6	-0.0892	no
Jazz Chisholm Jr.	2	-0.0864	no
Iván Herrera	1	-0.0827	no
Max Muncy	5	-0.0737	no
Lawrence Butler	4	-0.0669	no
Dansby Swanson	5	-0.0642	no
Xavier Edwards	1	-0.0556	no
Evan Carter	2	-0.0451	no
Xander Bogaerts	5	-0.0435	no
Corey Seager	5	-0.0392	no
Willson Contreras	2	-0.0355	no
Gabriel Moreno	6	-0.0344	no
Ryan Jeffers	2	-0.0331	no
Manny Machado	8	-0.0296	no
Travis Bazzana	4	-0.0213	no
José Ramírez	4	-0.0195	no
Isaac Collins	3	-0.0098	no
Randy Arozarena	1	-0.0060	no
Lane Thomas	1	-0.0012	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
Connor Norby	1	+0.0138	no
Taylor Walls	3	+0.0169	no
Spencer Horwitz	3	+0.0171	no
Donovan Walton	1	+0.0180	no
Jonathan Aranda	1	+0.0194	no
Tyler Stephenson	2	+0.0235	no
Wyatt Langford	5	+0.0250	no
Michael Conforto	3	+0.0304	no
Ronald Acuña Jr.	5	+0.0305	no
Alejandro Kirk	2	+0.0310	no
Braden Montgomery	2	+0.0353	no
Kyle Tucker	1	+0.0376	no
Austin Martin	1	+0.0379	no
Cody Bellinger	7	+0.0445	no
Ben Rice	1	+0.0499	no
Oneil Cruz	4	+0.0520	no
Colton Cowser	3	+0.0537	no
JJ Wetherholt	2	+0.0540	no
Spencer Torkelson	2	+0.0623	no
Andrés Chaparro	2	+0.0654	no
TJ Rumfield	5	+0.0673	no
Richie Palacios	4	+0.0782	no
Elly De La Cruz	5	+0.0817	no
Alex Bregman	3	+0.0857	no
Will Smith	4	+0.0857	no
Junior Caminero	5	+0.0858	no
Roman Anthony	3	+0.0878	no
Kyle Karros	5	+0.0879	no
Isaac Paredes	6	+0.0904	no
Anthony Volpe	3	+0.0927	no
Agustín Ramírez	2	+0.0990	no
Chase DeLauter	3	+0.0993	no
Riley Greene	2	+0.1002	no
Pete Alonso	4	+0.1024	no
Jorbit Vivas	3	+0.1125	no
Eugenio Suárez	4	+0.1160	no
Luis Campusano	4	+0.1176	no
Wilyer Abreu	5	+0.1215	no
Garrett Mitchell	6	+0.1338	no
Nick Sogard	5	+0.1505	no
Griffin Conine	4	+0.1722	no

pitcher_strikeout_rate [elite] · SO / pitcher · 12 players

player	games	KPI gain	left out of verdict
Jacob Misiorowski	26	-3.8315	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
Jacob deGrom	7	+0.2482	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 · 9 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
Jackson Kent	8	-0.1890	no
JR Ritchie	6	-0.0926	no
Robbie Ray	17	-0.0917	no
Mason Barnett	9	-0.0835	no
Braydon Fisher	7	+0.0426	no
Riley Cornelio	7	+0.0599	no

pitcher_walk_rate [weak] · BB / pitcher · 10 players

player	games	KPI gain	left out of verdict
Hunter Brown	7	-0.3703	no
Andrew Abbott	8	-0.2929	no
Ryan Johnson	9	-0.2870	no
Walbert Ureña	8	-0.2157	no
Andrew Alvarez	7	-0.1916	no
José Soriano	7	-0.1337	no
Patrick Sandoval	8	-0.0801	no
Richard Lovelady	9	-0.0438	no
Martín Pérez	6	-0.0368	no
Eury Pérez	8	-0.0072	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_strikeout_rate [poor] · SO / pitcher · 7 players

player	games	KPI gain	left out of verdict
Janson Junk	16	-0.4263	no
Jose Quintana	7	-0.2715	no
Cody Bradford	9	-0.1896	no
Randy Dobnak	4	-0.1224	no
Chris Bassitt	9	+0.0808	no
Merrill Kelly	9	+0.3036	no
Andre Pallante	6	+0.3299	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_walk_rate [elite] · BB / batter · 32 players

player	games	KPI gain	left out of verdict
Mike Trout	7	-0.3031	no
Bryce Harper	4	-0.2269	no
Yordan Alvarez	6	-0.1802	no
Juan Soto	4	-0.1042	no
J.P. Crawford	6	-0.0841	no
Miguel Vargas	4	-0.0632	no
Michael Busch	6	-0.0627	no
Kyle Tucker	5	-0.0558	no
Munetaka Murakami	2	-0.0402	no
Bryce Eldridge	1	-0.0235	no
Kevin McGonigle	2	-0.0197	no
Gary Sánchez	1	-0.0149	no
Xander Bogaerts	2	+0.0026	no
Austin Martin	1	+0.0167	no
Trent Grisham	1	+0.0201	no
Steven Kwan	4	+0.0250	no
Cal Raleigh	6	+0.0253	no
James Wood	3	+0.0264	no
JJ Bleday	4	+0.0376	no
Jake Bauers	6	+0.0477	no
Ben Rice	7	+0.0488	no
Ian Happ	4	+0.0544	no
Lars Nootbaar	5	+0.0577	no
Kyle Schwarber	4	+0.0658	no
Ryan Jeffers	1	+0.0664	no
Bryan Reynolds	4	+0.0758	no
Jakob Marsee	5	+0.0767	no
Geraldo Perdomo	6	+0.0814	no
Seiya Suzuki	6	+0.0905	no
Shohei Ohtani	3	+0.1494	no
Brice Turang	6	+0.1634	no
Gleyber Torres	2	+0.2037	no

batter_home_run_rate [poor] · HR / batter · 37 players

player	games	KPI gain	left out of verdict
Josh Naylor	4	-0.0204	no
Geraldo Perdomo	6	-0.0131	no
Wade Meckler	6	-0.0097	no
Sal Frelick	1	-0.0082	no
Carlos Narváez	1	-0.0059	no
Jared Triolo	1	-0.0057	no
Sam Antonacci	1	-0.0031	no
Jake Cronenworth	2	-0.0026	no
Luisangel Acuña	1	-0.0009	no
David Hamilton	2	+0.0002	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
Ernie Clement	3	+0.0052	no
Myles Straw	2	+0.0055	no
Chandler Simpson	4	+0.0059	no
Jake Mangum	4	+0.0062	no
Zach McKinstry	2	+0.0063	no
Nicky Lopez	1	+0.0064	no
Justin Crawford	3	+0.0070	no
Isaac Collins	3	+0.0076	no
Vladimir Guerrero Jr.	3	+0.0077	no
Troy Johnston	1	+0.0094	no
Otto Lopez	3	+0.0095	no
Anthony Volpe	1	+0.0096	no
Nico Hoerner	5	+0.0110	no
Nick Gonzales	4	+0.0110	no
Austin Martin	2	+0.0121	no
Jorbit Vivas	3	+0.0129	no
Jakob Marsee	1	+0.0133	no
Maikel Garcia	2	+0.0133	no
Taylor Walls	3	+0.0152	no
Masyn Winn	4	+0.0159	no
Luis Arraez	4	+0.0193	no
Steven Kwan	4	+0.0201	no
Jung Hoo Lee	3	+0.0263	no

batter_walk_rate [poor] · BB / batter · 31 players

player	games	KPI gain	left out of verdict
Otto Lopez	3	-0.1106	no
Michael Massey	4	-0.0999	no
Jo Adell	4	-0.0685	no
Michael Harris II	6	-0.0554	no
Denzer Guzman	2	-0.0406	no
Alika Williams	1	-0.0369	no
Ernie Clement	3	-0.0289	no
Luisangel Acuña	1	-0.0151	no
Nicky Lopez	1	-0.0097	no
Trevor Story	4	-0.0037	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
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
Andrés Giménez	3	+0.0154	no
Nathan Lukes	1	+0.0188	no
Jeremiah Jackson	4	+0.0252	no
Dillon Dingler	1	+0.0330	no
Chandler Simpson	4	+0.0346	no
Randal Grichuk	1	+0.0365	no
Mickey Moniak	4	+0.0415	no
Jake McCarthy	5	+0.0584	no
Jung Hoo Lee	3	+0.0633	no
Yainer Diaz	6	+0.0639	no
Luis Arraez	4	+0.1119	no
Luis García Jr.	5	+0.1730	no

batter_strikeout_rate [poor] · SO / batter · 21 players

player	games	KPI gain	left out of verdict
Coby Mayo	2	-0.5622	no
Kyle Schwarber	4	-0.4223	no
Trevor Story	4	-0.3442	no
Taylor Trammell	2	-0.2689	no
Kyle Stowers	5	-0.2634	no
Cal Raleigh	6	-0.1422	no
Colson Montgomery	3	-0.1297	no
Spencer Torkelson	2	-0.0566	no
Derek Hill	1	-0.0454	no
Spencer Jones	6	+0.0286	no
Austin Riley	6	+0.0312	no
Esteury Ruiz	1	+0.0430	no
Carlos Narváez	1	+0.0532	no
Munetaka Murakami	2	+0.0656	no
Hunter Goodman	4	+0.1091	no
Garrett Mitchell	6	+0.1237	no
Jose Siri	3	+0.1652	no
Colton Cowser	3	+0.3111	no
Zach Neto	7	+0.3419	no
Eugenio Suárez	4	+0.5746	no
Oneil Cruz	4	+0.6886	no

batter_home_run_rate [elite] · HR / batter · 31 players

player	games	KPI gain	left out of verdict
Griffin Conine	4	-0.0993	no
Mickey Moniak	4	-0.0558	no
Heriberto Hernández	6	-0.0436	no
Victor Mesa Jr.	2	-0.0377	no
Munetaka Murakami	2	-0.0105	no
Sal Stewart	3	-0.0016	no
Matt Olson	6	+0.0015	no
Hunter Goodman	4	+0.0024	no
Miguel Vargas	4	+0.0125	no
James Wood	3	+0.0133	no
Colson Montgomery	3	+0.0136	no
Zack Gelof	1	+0.0189	no
Brandon Lowe	5	+0.0203	no
Kazuma Okamoto	4	+0.0204	no
Elly De La Cruz	3	+0.0229	no
Kyle Schwarber	4	+0.0240	no
Yordan Alvarez	6	+0.0241	no
CJ Abrams	3	+0.0252	no
Max Muncy	5	+0.0293	no
Willson Contreras	2	+0.0301	no
Coby Mayo	4	+0.0404	no
Eugenio Suárez	4	+0.0413	no
Shohei Ohtani	3	+0.0518	no
Juan Soto	4	+0.0578	no
Pete Crow-Armstrong	6	+0.0585	no
Nolan Arenado	3	+0.0623	no
Junior Caminero	5	+0.0702	no
Ben Rice	8	+0.0719	no
Pete Alonso	4	+0.0771	no
Shea Langeliers	4	+0.0826	no
Luis García Jr.	5	+0.0865	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	3	-0.3389	no
Isaac Paredes	6	-0.1701	no
Mookie Betts	7	-0.1343	no
Chandler Simpson	4	-0.1097	no
Luis Arraez	4	-0.0973	no
Kevin McGonigle	2	-0.0608	no
José Fermín	1	-0.0321	no
Miguel Rojas	1	-0.0094	no
Sal Frelick	1	-0.0069	no
Ernie Clement	3	+0.0031	no
Alejandro Kirk	2	+0.0049	no
Xavier Edwards	1	+0.0220	no
Yandy Díaz	2	+0.0301	no
Keibert Ruiz	2	+0.0353	no
Myles Straw	2	+0.0368	no
Nico Hoerner	5	+0.0390	no
Jeff McNeil	4	+0.0429	no
Mauricio Dubón	6	+0.0563	no
Vladimir Guerrero Jr.	3	+0.0641	no
Josh Naylor	6	+0.0787	no
Liam Hicks	4	+0.0973	no
Juan Soto	3	+0.1042	no
Geraldo Perdomo	6	+0.1063	no
Steven Kwan	4	+0.1134	no
Javier Sanoja	6	+0.1520	no
Alec Bohm	3	+0.1762	no
TJ Rumfield	5	+0.1764	no
Otto Lopez	6	+0.1946	no
Caleb Durbin	5	+0.1998	no
José Ramírez	4	+0.2014	no

pitcher_home_run_rate_allowed [elite] · HR / pitcher · 12 players

player	games	KPI gain	left out of verdict
Cristopher Sánchez	7	+0.0897	no
Ranger Suarez	9	+0.0955	no
Chris Sale	6	+0.1314	no
Andrew Alvarez	7	+0.1359	no
Dustin May	9	+0.1375	no
Shane Baz	9	+0.1970	no
Andre Pallante	14	+0.2009	no
Walbert Ureña	8	+0.2018	no
Michael Soroka	15	+0.2239	no
Max Fried	13	+0.2801	no
Blake Snell	8	+0.3059	no
Jacob Misiorowski	26	+0.6225	no

batter_walk_rate [all] · BB / batter · 357 players

player	games	KPI gain	left out of verdict
Mike Trout	7	-0.3031	no
Bryce Harper	4	-0.2269	no
Austin Wells	6	-0.2244	no
Carter Jensen	5	-0.1973	no
Kyle Stowers	5	-0.1873	no
Austin Riley	6	-0.1814	no
Yordan Alvarez	6	-0.1802	no
Zach Neto	7	-0.1801	no
Bobby Witt Jr.	5	-0.1775	no
Bryson Stott	4	-0.1760	no
Freddie Freeman	7	-0.1639	no
Vinnie Pasquantino	5	-0.1492	no
Ben Malgeri	2	-0.1465	no
Corbin Carroll	6	-0.1283	no
Jordan Walker	5	-0.1155	no
Josh Smith	4	-0.1108	no
Sean Murphy	3	-0.1108	no
Victor Mesa Jr.	2	-0.1090	no
Kyle Isbel	4	-0.1050	no
Juan Soto	4	-0.1042	no
Michael Massey	4	-0.0999	no
Ozzie Albies	6	-0.0982	no
Dane Myers	3	-0.0976	no
Matt Olson	6	-0.0954	no
Heriberto Hernández	6	-0.0940	no
Tommy Edman	7	-0.0930	no
Andy Pages	3	-0.0927	no
Pete Crow-Armstrong	6	-0.0892	no
Leonardo Bernal	5	-0.0888	no
Myles Straw	2	-0.0884	no
Josh Jung	4	-0.0879	no
Jazz Chisholm Jr.	2	-0.0864	no
J.P. Crawford	6	-0.0841	no
Dominic Canzone	6	-0.0766	no
J.T. Realmuto	4	-0.0747	no
CJ Abrams	3	-0.0741	no
Kazuma Okamoto	4	-0.0740	no
Max Muncy	5	-0.0737	no
Brady House	2	-0.0733	no
Ezequiel Duran	5	-0.0725	no
Teoscar Hernández	7	-0.0710	no
Jo Adell	4	-0.0685	no
Lawrence Butler	4	-0.0669	no
Eduardo Valencia	1	-0.0663	no
Denzer Guzman	5	-0.0653	no
Dansby Swanson	5	-0.0642	no
Miguel Vargas	4	-0.0632	no
Nathan Lukes	4	-0.0629	no
Michael Busch	6	-0.0627	no
Nico Hoerner	5	-0.0625	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
Brandon Nimmo	5	-0.0575	no
Derek Hill	1	-0.0566	no
Mauricio Dubón	6	-0.0565	no
Jackson Chourio	5	-0.0565	no
Xavier Edwards	1	-0.0556	no
Michael Harris II	6	-0.0554	no
Shea Langeliers	4	-0.0526	no
Liam Hicks	4	-0.0519	no
Matt Shaw	1	-0.0502	no
Iván Herrera	5	-0.0453	no
Evan Carter	2	-0.0451	no
Henry Bolte	4	-0.0432	no
Julio Rodríguez	5	-0.0430	no
Kody Clemens	3	-0.0428	no
Masyn Winn	4	-0.0413	no
Josue De Paula	3	-0.0412	no
A.J. Ewing	4	-0.0410	no
Xander Bogaerts	7	-0.0409	no
Munetaka Murakami	2	-0.0402	no
Corey Seager	5	-0.0392	no
John Peck	3	-0.0386	no
Lazaro Montes	6	-0.0384	no
Lucas Spence	2	-0.0375	no
Alika Williams	1	-0.0369	no
Willson Contreras	2	-0.0355	no
Cooper Pratt	3	-0.0349	no
Gabriel Moreno	6	-0.0344	no
Josh Naylor	6	-0.0337	no
Connor Norby	3	-0.0331	no
Nathan Church	5	-0.0305	no
Tyrone Taylor	1	-0.0303	no
Manny Machado	8	-0.0296	no
Drew Cavanaugh	3	-0.0290	no
Ernie Clement	3	-0.0289	no
Brock Rodden	2	-0.0286	no
Ryan Vilade	1	-0.0278	no
Pavin Smith	4	-0.0269	no
Otto Lopez	6	-0.0268	no
Samuel Basallo	1	-0.0268	no
Alex Freeland	2	-0.0266	no
Carlos Jorge	2	-0.0260	no
Christian Vázquez	1	-0.0260	no
Zach McKinstry	2	-0.0259	no
Vladimir Guerrero Jr.	3	-0.0257	no
Kyle Teel	1	-0.0251	no
Ben Ross	2	-0.0249	no
Bryce Eldridge	1	-0.0235	no
Ethan Salas	3	-0.0231	no
Alec Burleson	4	-0.0226	no
Zack Gelof	4	-0.0222	no
Cole Young	5	-0.0219	no
Travis Bazzana	4	-0.0213	no
Kevin McGonigle	2	-0.0197	no
José Ramírez	4	-0.0195	no
Carlos Cortes	4	-0.0184	no
Aaron Sabato	2	-0.0184	no
Kyle Tucker	6	-0.0182	no
Maikel Garcia	2	-0.0176	no
Emmanuel Rodriguez	4	-0.0175	no
Ryan O'Hearn	4	-0.0162	no
Jorge Mateo	1	-0.0160	no
Luisangel Acuña	1	-0.0151	no
Gary Sánchez	1	-0.0149	no
Nick Gonzales	4	-0.0125	no
Carlos Narváez	1	-0.0125	no
Jarren Duran	2	-0.0118	no
Osleivis Basabe	1	-0.0108	no
Trea Turner	4	-0.0107	no
Adael Amador	2	-0.0100	no
Isaac Collins	3	-0.0098	no
Nicky Lopez	1	-0.0097	no
Coby Mayo	4	-0.0095	no
Rafael Flores Jr.	4	-0.0093	no
Esteury Ruiz	1	-0.0088	no
Victor Caratini	2	-0.0087	no
Enrique Hernández	1	-0.0086	no
Sal Frelick	1	-0.0079	no
Christian Yelich	5	-0.0074	no
Yandy Díaz	4	-0.0073	no
Alan Roden	3	-0.0071	no
Miguel Rojas	1	-0.0068	no
Michael Arroyo	1	-0.0059	no
Leo Rivas	2	-0.0055	no
Isiah Kiner-Falefa	1	-0.0051	no
Jared Triolo	1	-0.0048	no
Bryan De La Cruz	1	-0.0048	no
Max Clark	2	-0.0044	no
Marcus Semien	4	-0.0043	no
Trevor Story	4	-0.0037	no
Grant McCray	1	-0.0035	no
Scott Bandura	1	-0.0032	no
Tommy White	1	-0.0028	no
Héctor Rodríguez	3	-0.0019	no
Victor Bericoto	2	-0.0013	no
Brandon Marsh	2	-0.0012	no
Nasim Nuñez	1	-0.0012	no
Lane Thomas	1	-0.0012	no
Carson Kelly	3	-0.0010	no
Luis Torrens	1	+0.0001	no
Bo Bichette	4	+0.0012	no
Bo Davidson	1	+0.0021	no
Randy Arozarena	6	+0.0023	no
Jacob Gonzalez	1	+0.0023	no
Angel Martínez	1	+0.0038	no
Henry Davis	1	+0.0050	no
Austin Hays	1	+0.0050	no
David Hamilton	2	+0.0054	no
Brandon Valenzuela	1	+0.0057	no
Mickey Gasper	1	+0.0058	no
Jonny DeLuca	3	+0.0065	no
Konnor Griffin	4	+0.0066	no
Nick Loftin	2	+0.0067	no
Drew Gilbert	3	+0.0068	no
John Rave	2	+0.0069	no
Hunter Feduccia	2	+0.0076	no
Deyvison De Los Santos	2	+0.0078	no
Brett Sullivan	1	+0.0079	no
David Fry	1	+0.0083	no
Elias Díaz	1	+0.0085	no
Brett Baty	2	+0.0087	no
Nathaniel Lowe	2	+0.0087	no
Ronny Simon	3	+0.0087	no
Brian Navarreto	1	+0.0088	no
Taylor Trammell	3	+0.0092	no
Salvador Perez	3	+0.0096	no
Jared Serna	1	+0.0099	no
Andrew Benintendi	1	+0.0101	no
Bryan Torres	3	+0.0113	no
Kaelen Culpepper	1	+0.0117	no
Marcelo Mayer	2	+0.0129	no
Ceddanne Rafaela	3	+0.0129	no
Paul Goldschmidt	2	+0.0130	no
Javier Sanoja	6	+0.0134	no
Joey Ortiz	4	+0.0136	no
Jac Caglianone	4	+0.0138	no
Keibert Ruiz	2	+0.0146	no
Jose Siri	3	+0.0146	no
Andrés Giménez	3	+0.0154	no
Pedro Ramirez	4	+0.0155	no
Carson Benge	4	+0.0157	no
Amed Rosario	2	+0.0165	no
Christian Encarnacion-Strand	3	+0.0166	no
Taylor Walls	3	+0.0169	no
Spencer Horwitz	3	+0.0171	no
Ezequiel Tovar	3	+0.0178	no
Mark Vientos	2	+0.0180	no
Daylen Lile	2	+0.0182	no
Jordan Beck	1	+0.0191	no
Jared Young	1	+0.0199	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
Hao-Yu Lee	3	+0.0204	no
Dustin Harris	6	+0.0208	no
Vaughn Grissom	7	+0.0220	no
Cam Smith	6	+0.0221	no
Bryce Teodosio	3	+0.0223	no
Rece Hinds	1	+0.0226	no
Danny Jansen	4	+0.0229	no
Tyler Stephenson	2	+0.0235	no
Justin Foscue	2	+0.0242	no
Wyatt Langford	5	+0.0250	no
Steven Kwan	4	+0.0250	no
Sam Antonacci	1	+0.0250	no
Francisco Lindor	4	+0.0251	no
Jeremiah Jackson	4	+0.0252	no
Cal Raleigh	6	+0.0253	no
Jake Rogers	1	+0.0262	no
Brooks Lee	6	+0.0264	no
James Wood	3	+0.0264	no
Jonah Heim	3	+0.0269	no
Cole Carrigg	4	+0.0282	no
Brenton Doyle	1	+0.0283	no
Nick Morabito	2	+0.0291	no
Jake Mangum	4	+0.0294	no
Justin Crawford	3	+0.0300	no
Michael Conforto	3	+0.0304	no
Ronald Acuña Jr.	5	+0.0305	no
Brett Bateman	2	+0.0309	no
Alejandro Kirk	2	+0.0310	no
Graham Pauley	2	+0.0313	no
Colson Montgomery	3	+0.0313	no
Luis Lara	2	+0.0315	no
Ke'Bryan Hayes	2	+0.0320	no
Turner Hill	4	+0.0321	no
Ketel Marte	6	+0.0327	no
Dillon Dingler	1	+0.0330	no
Ryan Jeffers	3	+0.0333	no
Daulton Varsho	2	+0.0336	no
Royce Lewis	4	+0.0336	no
Ty France	7	+0.0342	no
Chandler Simpson	4	+0.0346	no
Braden Montgomery	2	+0.0353	no
Randal Grichuk	1	+0.0365	no
Jeremy Peña	5	+0.0367	no
JJ Bleday	4	+0.0376	no
Caleb Durbin	5	+0.0378	no
Jake Burger	5	+0.0389	no
Tim Tawa	5	+0.0398	no
Francisco Alvarez	3	+0.0401	no
Luke Keaschall	5	+0.0415	no
Mickey Moniak	4	+0.0415	no
Troy Johnston	1	+0.0439	no
Cody Bellinger	7	+0.0445	no
José Caballero	2	+0.0449	no
Donovan Walton	4	+0.0456	no
Dylan Beavers	3	+0.0458	no
Leody Taveras	3	+0.0468	no
Zac Veen	2	+0.0474	no
Brandon Lowe	5	+0.0476	no
Jake Bauers	6	+0.0477	no
Cedric Mullins	3	+0.0484	no
Tyler Heineman	3	+0.0494	no
William Contreras	6	+0.0504	no
Mike Yastrzemski	3	+0.0520	no
Oneil Cruz	4	+0.0520	no
Shay Whitcomb	3	+0.0521	no
Yohandy Morales	2	+0.0536	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
Ian Happ	4	+0.0544	no
Austin Martin	2	+0.0546	no
Spencer Jones	6	+0.0549	no
Lars Nootbaar	5	+0.0577	no
Moisés Ballesteros	5	+0.0581	no
Jake McCarthy	5	+0.0584	no
Jordan Lawlar	2	+0.0590	no
Patrick Bailey	3	+0.0608	no
Christian Moore	6	+0.0619	no
Mookie Betts	7	+0.0621	no
Spencer Torkelson	2	+0.0623	no
Jung Hoo Lee	3	+0.0633	no
Yainer Diaz	6	+0.0639	no
Christian Koss	6	+0.0650	no
Andrés Chaparro	2	+0.0654	no
Kyle Schwarber	4	+0.0658	no
Samad Taylor	6	+0.0659	no
Joe Mack	3	+0.0661	no
TJ Rumfield	5	+0.0673	no
Brett Harris	3	+0.0675	no
Jacob Young	2	+0.0685	no
Chase Meidroth	4	+0.0692	no
Thomas Saggese	3	+0.0698	no
Jeff McNeil	4	+0.0706	no
Dylan Crews	4	+0.0725	no
Wade Meckler	6	+0.0726	no
José Fermín	1	+0.0726	no
Anthony Volpe	5	+0.0734	no
Josh Bell	4	+0.0736	no
Harry Ford	2	+0.0745	no
Bryan Reynolds	4	+0.0758	no
Drake Baldwin	6	+0.0766	no
Jakob Marsee	5	+0.0767	no
Richie Palacios	4	+0.0782	no
George Springer	3	+0.0791	no
Andrew Knizner	3	+0.0802	no
Geraldo Perdomo	6	+0.0814	no
Elly De La Cruz	5	+0.0817	no
Matt McLain	5	+0.0840	no
Jonathan Aranda	3	+0.0841	no
Alex Bregman	3	+0.0857	no
Will Smith	4	+0.0857	no
Junior Caminero	5	+0.0858	no
Christian Walker	6	+0.0866	no
Brayan Rocchio	4	+0.0869	no
Juan Brito	2	+0.0869	no
Fernando Tatis Jr.	8	+0.0877	no
Kyle Karros	5	+0.0879	no
Isaac Paredes	6	+0.0904	no
Seiya Suzuki	6	+0.0905	no
Gunnar Henderson	4	+0.0944	no
Ben Rice	8	+0.0987	no
Chase DeLauter	3	+0.0993	no
Riley Greene	2	+0.1002	no
Pete Alonso	4	+0.1024	no
Josh Lowe	4	+0.1104	no
Luis Arraez	4	+0.1119	no
Jose Altuve	6	+0.1122	no
Jorbit Vivas	3	+0.1125	no
Eugenio Suárez	4	+0.1160	no
Luis Campusano	4	+0.1176	no
Wilyer Abreu	5	+0.1215	no
Adley Rutschman	5	+0.1230	no
Jonah Cox	6	+0.1317	no
Garrett Mitchell	6	+0.1338	no
Alec Bohm	4	+0.1417	no
Shohei Ohtani	3	+0.1494	no
Nick Sogard	5	+0.1505	no
Jackson Merrill	8	+0.1563	no
Roman Anthony	4	+0.1568	no
Agustín Ramírez	4	+0.1629	no
Brice Turang	6	+0.1634	no
Nolan Arenado	6	+0.1704	no
Griffin Conine	4	+0.1722	no
Luis García Jr.	5	+0.1730	no
Jake Cronenworth	8	+0.2020	no
Gleyber Torres	2	+0.2037	no
Sal Stewart	5	+0.2229	no
George Lombard Jr.	8	+0.2745	no
Heliot Ramos	6	+0.2791	no

pitcher_walk_rate [all] · BB / pitcher · 130 players

player	games	KPI gain	left out of verdict
Ryan Johnson	27	-0.4483	no
Bubba Chandler	7	-0.4284	no
Trey Gibson	5	-0.4195	no
Brandon Williamson	8	-0.3960	no
Hunter Brown	7	-0.3703	no
Andrew Abbott	8	-0.2929	no
Casey Mize	8	-0.2604	no
Walbert Ureña	8	-0.2157	no
Drew Anderson	15	-0.1994	no
Jack Perkins	18	-0.1916	no
Andrew Alvarez	7	-0.1916	no
Jackson Kent	8	-0.1890	no
Nick Lodolo	8	-0.1601	no
Rhett Lowder	8	-0.1519	no
Blade Tidwell	16	-0.1463	no
José Soriano	7	-0.1337	no
Mason Adams	8	-0.1142	no
Nolan McLean	9	-0.1108	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
Patrick Sandoval	8	-0.0801	no
Bryan Woo	9	-0.0779	no
Taj Bradley	5	-0.0669	no
Shane Baz	9	-0.0645	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
Martín Pérez	6	-0.0368	no
Merrill Kelly	9	-0.0346	no
Matthew Liberatore	9	-0.0342	no
Janson Junk	16	-0.0339	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
Andre Pallante	14	-0.0291	no
Yunior Marte	9	-0.0264	no
Chris Murphy	7	-0.0238	no
Daniel Espino	9	-0.0196	no
CJ Van Eyk	7	-0.0158	no
Lake Bachar	14	-0.0150	no
Brady Singer	9	-0.0137	no
Walker Buehler	15	-0.0136	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
Tyler Glasnow	9	-0.0034	no
MacKenzie Gore	8	-0.0028	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
Bailey Ober	6	+0.0042	no
Framber Valdez	9	+0.0042	no
Kyle Leahy	9	+0.0057	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
Braydon Fisher	7	+0.0426	no
Anthony Kay	8	+0.0441	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
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
Logan Gilbert	16	+0.1089	no
Cam Schlittler	25	+0.1262	no
Payton Tolle	15	+0.1273	no
George Kirby	7	+0.1331	no
Zack Wheeler	7	+0.1367	no
Corbin Burnes	9	+0.1427	no
Michael Wacha	8	+0.1589	no
Seth Lugo	9	+0.1592	no
Parker Messick	6	+0.1722	no
Drew Rasmussen	17	+0.1733	no
Jacob deGrom	7	+0.1768	no
Sandy Alcantara	9	+0.1942	no
Griffin Jax	8	+0.1968	no
Foster Griffin	15	+0.1974	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
Cal Quantrill	8	+0.2150	no
Max Fried	13	+0.2416	no
Reid Detmers	7	+0.2511	no
Jacob Misiorowski	26	+0.2607	no
Chris Sale	6	+0.2747	no
Sean Manaea	13	+0.2918	no
Cristopher Sánchez	7	+0.3235	no
Yoshinobu Yamamoto	15	+0.3290	no
Brandon Pfaadt	8	+0.3518	no
Tarik Skubal	7	+0.4701	no
Michael Soroka	15	+0.4764	no
Kevin Gausman	16	+0.4984	no
Kyle Freeland	13	+0.5014	no

batter_home_run_rate [average] · HR / batter · 205 players

player	games	KPI gain	left out of verdict
Cam Smith	6	-0.0701	no
Jose Altuve	6	-0.0611	no
Jose Siri	3	-0.0522	no
Cole Carrigg	3	-0.0494	no
William Contreras	6	-0.0483	no
Cole Young	5	-0.0473	no
Lazaro Montes	6	-0.0470	no
Ketel Marte	3	-0.0470	no
Denzer Guzman	5	-0.0419	no
Agustín Ramírez	3	-0.0385	no
Mike Yastrzemski	3	-0.0382	no
Joey Ortiz	3	-0.0376	no
Christian Moore	6	-0.0314	no
Heliot Ramos	6	-0.0306	no
Richie Palacios	4	-0.0293	no
Juan Brito	2	-0.0283	no
Tim Tawa	5	-0.0283	no
Sean Murphy	3	-0.0281	no
Brandon Marsh	2	-0.0257	no
Taylor Trammell	3	-0.0256	no
Bryce Eldridge	1	-0.0246	no
Liam Hicks	4	-0.0243	no
Kyle Karros	5	-0.0203	no
Christian Vázquez	1	-0.0200	no
Matt Shaw	1	-0.0199	no
Michael Arroyo	1	-0.0194	no
Walker Jenkins	3	-0.0185	no
Julio Rodríguez	5	-0.0163	no
Moisés Ballesteros	5	-0.0138	no
Emmanuel Rodriguez	4	-0.0127	no
Ben Ross	2	-0.0121	no
Bryce Teodosio	3	-0.0117	no
Corbin Carroll	6	-0.0112	no
Adael Amador	2	-0.0105	no
Luis Lara	1	-0.0102	no
Leo Rivas	2	-0.0097	no
José Caballero	2	-0.0094	no
J.P. Crawford	6	-0.0093	no
Elias Díaz	1	-0.0090	no
Jorge Mateo	1	-0.0087	no
Ronny Simon	3	-0.0087	no
Pavin Smith	4	-0.0081	no
Ryan Kreidler	3	-0.0078	no
Tyler Heineman	3	-0.0074	no
Jonathan Aranda	3	-0.0072	no
Brock Rodden	2	-0.0071	no
Daylen Lile	2	-0.0069	no
Christian Encarnacion-Strand	3	-0.0065	no
Lars Nootbaar	4	-0.0065	no
Rece Hinds	1	-0.0060	no
Alec Burleson	4	-0.0056	no
Chase Meidroth	3	-0.0053	no
Danny Jansen	4	-0.0048	no
Jake McCarthy	5	-0.0042	no
Esteury Ruiz	1	-0.0042	no
Brian Navarreto	1	-0.0042	no
Carson Benge	4	-0.0041	no
Jared Serna	1	-0.0041	no
Yainer Diaz	2	-0.0040	no
Kyle Teel	1	-0.0036	no
Josue De Paula	3	-0.0026	no
Ha-Seong Kim	1	-0.0023	no
Héctor Rodríguez	3	-0.0019	no
Deyvison De Los Santos	2	-0.0017	no
Andrew Benintendi	1	-0.0017	no
Brenton Doyle	1	-0.0016	no
Donovan Walton	4	-0.0013	no
Jake Rogers	1	-0.0012	no
Alejandro Kirk	2	-0.0010	no
Carlos Jorge	2	-0.0008	no
Brett Bateman	2	-0.0007	no
Keibert Ruiz	2	-0.0005	no
Turner Hill	4	-0.0001	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
Josh Lowe	4	+0.0006	no
Nathan Church	1	+0.0008	no
Jazz Chisholm Jr.	2	+0.0009	no
Luis Torrens	1	+0.0009	no
Caleb Durbin	1	+0.0015	no
Abimelec Ortiz	1	+0.0015	no
Ke'Bryan Hayes	2	+0.0016	no
Hao-Yu Lee	3	+0.0018	no
Isiah Kiner-Falefa	1	+0.0018	no
Riley Greene	1	+0.0019	no
Josh Smith	4	+0.0027	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
Gunnar Henderson	4	+0.0038	no
Gabriel Moreno	6	+0.0050	no
Samad Taylor	6	+0.0052	no
TJ Rumfield	5	+0.0054	no
Christian Yelich	3	+0.0056	no
Javier Báez	1	+0.0056	no
Yohandy Morales	2	+0.0064	no
Spencer Horwitz	1	+0.0073	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
Kevin McGonigle	2	+0.0084	no
Zac Veen	2	+0.0084	no
Brett Sullivan	1	+0.0087	no
Brett Baty	1	+0.0088	no
Josh Jung	3	+0.0092	no
Bryan Torres	3	+0.0093	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
Max Clark	2	+0.0100	no
Jordan Beck	1	+0.0100	no
Freddie Freeman	7	+0.0104	no
Jahmai Jones	2	+0.0104	no
Graham Pauley	2	+0.0111	no
Josh Bell	4	+0.0111	no
JJ Wetherholt	2	+0.0116	no
Victor Bericoto	2	+0.0123	no
Nathan Lukes	4	+0.0125	no
Drew Cavanaugh	3	+0.0128	no
Colton Cowser	3	+0.0131	no
Vinnie Pasquantino	5	+0.0133	no
Alan Roden	3	+0.0134	no
John Peck	3	+0.0135	no
Royce Lewis	4	+0.0135	no
Iván Herrera	3	+0.0136	no
Brandon Valenzuela	1	+0.0139	no
Lane Thomas	1	+0.0139	no
George Springer	3	+0.0148	no
Ezequiel Duran	5	+0.0154	no
Tommy Edman	4	+0.0154	no
Kaelen Culpepper	1	+0.0158	no
Ceddanne Rafaela	3	+0.0161	no
Alex Bregman	1	+0.0162	no
Brett Harris	3	+0.0177	no
Jarren Duran	2	+0.0182	no
Carson Kelly	3	+0.0191	no
Mike Trout	7	+0.0196	no
Jonah Heim	3	+0.0197	no
Osleivis Basabe	1	+0.0197	no
David Fry	1	+0.0201	no
Travis Bazzana	4	+0.0204	no
Brice Turang	6	+0.0217	no
Roman Anthony	4	+0.0228	no
Ozzie Albies	6	+0.0230	no
Jared Young	1	+0.0231	no
Yandy Díaz	4	+0.0231	no
Andrew Knizner	3	+0.0236	no
Salvador Perez	3	+0.0240	no
Michael Massey	4	+0.0250	no
Harry Ford	2	+0.0258	no
Jordan Lawlar	2	+0.0260	no
Trent Grisham	1	+0.0261	no
Jeremiah Jackson	4	+0.0265	no
Ryan McMahon	3	+0.0266	no
Dylan Crews	4	+0.0267	no
Shay Whitcomb	3	+0.0268	no
Vaughn Grissom	7	+0.0275	no
Francisco Alvarez	1	+0.0282	no
Bryan Reynolds	4	+0.0282	no
Drew Gilbert	3	+0.0291	no
Marcus Semien	4	+0.0303	no
Thomas Saggese	3	+0.0304	no
Christian Koss	5	+0.0308	no
Carlos Cortes	4	+0.0315	no
Matt McLain	5	+0.0319	no
Pedro Ramirez	4	+0.0320	no
Patrick Bailey	3	+0.0325	no
Wilyer Abreu	5	+0.0331	no
Jo Adell	4	+0.0339	no
Bobby Witt Jr.	5	+0.0344	no
Alec Bohm	4	+0.0345	no
Jonah Cox	6	+0.0346	no
J.T. Realmuto	4	+0.0348	no
Jonny DeLuca	3	+0.0351	no
Brady House	2	+0.0360	no
Spencer Jones	4	+0.0362	no
Lucas Spence	2	+0.0367	no
Trea Turner	4	+0.0369	no
Kyle Tucker	6	+0.0371	no
Adley Rutschman	5	+0.0373	no
Chase DeLauter	3	+0.0376	no
Ethan Salas	3	+0.0388	no
Cedric Mullins	3	+0.0400	no
Austin Riley	6	+0.0409	no
Leonardo Bernal	5	+0.0433	no
Dustin Harris	6	+0.0465	no
Isaac Paredes	5	+0.0480	no
Teoscar Hernández	7	+0.0505	no
Henry Bolte	4	+0.0512	no
Rafael Flores Jr.	4	+0.0514	no
Dansby Swanson	5	+0.0538	no
Luis Campusano	4	+0.0539	no
Cody Bellinger	7	+0.0544	no
Bo Bichette	4	+0.0553	no
Lawrence Butler	4	+0.0590	no
Michael Busch	6	+0.0591	no
Fernando Tatis Jr.	8	+0.0758	no
Austin Wells	6	+0.0778	no
George Lombard Jr.	8	+0.1103	no

batter_home_run_rate [all] · HR / batter · 357 players

player	games	KPI gain	left out of verdict
Griffin Conine	4	-0.0993	no
Yainer Diaz	6	-0.0800	no
Cam Smith	6	-0.0701	no
Dominic Canzone	6	-0.0615	no
Jose Altuve	6	-0.0611	no
Mickey Moniak	4	-0.0558	no
Cole Carrigg	4	-0.0555	no
Zach Neto	7	-0.0555	no
Cal Raleigh	6	-0.0554	no
Jackson Chourio	5	-0.0532	no
Jake Bauers	6	-0.0531	no
Jose Siri	3	-0.0522	no
Randy Arozarena	6	-0.0516	no
William Contreras	6	-0.0483	no
Cole Young	5	-0.0473	no
Lazaro Montes	6	-0.0470	no
Heriberto Hernández	6	-0.0436	no
Denzer Guzman	5	-0.0419	no
Otto Lopez	6	-0.0392	no
Mike Yastrzemski	3	-0.0382	no
Garrett Mitchell	6	-0.0378	no
Victor Mesa Jr.	2	-0.0377	no
Javier Sanoja	6	-0.0355	no
Joey Ortiz	4	-0.0331	no
Josh Naylor	6	-0.0324	no
Christian Moore	6	-0.0314	no
Heliot Ramos	6	-0.0306	no
Jeremy Peña	5	-0.0295	no
Richie Palacios	4	-0.0293	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
Brandon Marsh	2	-0.0257	no
Taylor Trammell	3	-0.0256	no
Angel Martínez	1	-0.0256	no
Bryce Eldridge	1	-0.0246	no
Liam Hicks	4	-0.0243	no
Kody Clemens	3	-0.0205	no
Kyle Karros	5	-0.0203	no
Christian Vázquez	1	-0.0200	no
Matt Shaw	1	-0.0199	no
Michael Arroyo	1	-0.0194	no
Walker Jenkins	3	-0.0185	no
Ketel Marte	6	-0.0184	no
Amed Rosario	2	-0.0181	no
Tyrone Taylor	1	-0.0180	no
Gary Sánchez	1	-0.0175	no
Julio Rodríguez	5	-0.0163	no
Moisés Ballesteros	5	-0.0138	no
Geraldo Perdomo	6	-0.0131	no
Emmanuel Rodriguez	4	-0.0127	no
Ben Ross	2	-0.0121	no
Bryce Teodosio	3	-0.0117	no
Corbin Carroll	6	-0.0112	no
Munetaka Murakami	2	-0.0105	no
Adael Amador	2	-0.0105	no
Wade Meckler	6	-0.0097	no
Leo Rivas	2	-0.0097	no
José Caballero	2	-0.0094	no
J.P. Crawford	6	-0.0093	no
Elias Díaz	1	-0.0090	no
Jorge Mateo	1	-0.0087	no
Ronny Simon	3	-0.0087	no
Sal Frelick	1	-0.0082	no
Chase Meidroth	4	-0.0081	no
Pavin Smith	4	-0.0081	no
Nick Loftin	2	-0.0079	no
Ryan Kreidler	3	-0.0078	no
Tyler Heineman	3	-0.0074	no
Jonathan Aranda	3	-0.0072	no
Brock Rodden	2	-0.0071	no
Daylen Lile	2	-0.0069	no
Luis Lara	2	-0.0068	no
Christian Encarnacion-Strand	3	-0.0065	no
Andrés Chaparro	2	-0.0065	no
Rece Hinds	1	-0.0060	no
Carlos Narváez	1	-0.0059	no
Jared Triolo	1	-0.0057	no
Alec Burleson	4	-0.0056	no
Justin Foscue	2	-0.0051	no
Danny Jansen	4	-0.0048	no
Marcelo Mayer	2	-0.0048	no
Randal Grichuk	1	-0.0047	no
Jake McCarthy	5	-0.0042	no
Cooper Pratt	3	-0.0042	no
Esteury Ruiz	1	-0.0042	no
Brian Navarreto	1	-0.0042	no
Carson Benge	4	-0.0041	no
Jared Serna	1	-0.0041	no
Kyle Teel	1	-0.0036	no
Paul Goldschmidt	2	-0.0033	no
Sam Antonacci	1	-0.0031	no
Daulton Varsho	2	-0.0028	no
Josue De Paula	3	-0.0026	no
Mauricio Dubón	6	-0.0024	no
Ha-Seong Kim	1	-0.0023	no
Joe Mack	3	-0.0022	no
Héctor Rodríguez	3	-0.0019	no
Deyvison De Los Santos	2	-0.0017	no
Andrew Benintendi	1	-0.0017	no
Brenton Doyle	1	-0.0016	no
Donovan Walton	4	-0.0013	no
Jake Rogers	1	-0.0012	no
Alejandro Kirk	2	-0.0010	no
Luisangel Acuña	1	-0.0009	no
Carlos Jorge	2	-0.0008	no
Brett Bateman	2	-0.0007	no
Keibert Ruiz	2	-0.0005	no
Turner Hill	4	-0.0001	no
Aaron Sabato	2	+0.0001	no
David Hamilton	2	+0.0002	no
Tyler Stephenson	2	+0.0002	no
Miguel Rojas	1	+0.0002	no
Austin Hays	1	+0.0002	no
Enrique Hernández	1	+0.0003	no
Josh Lowe	4	+0.0006	no
Carter Jensen	5	+0.0007	no
Lars Nootbaar	5	+0.0008	no
Jazz Chisholm Jr.	2	+0.0009	no
Luis Torrens	1	+0.0009	no
Matt Olson	6	+0.0015	no
Abimelec Ortiz	1	+0.0015	no
Ke'Bryan Hayes	2	+0.0016	no
Leody Taveras	3	+0.0018	no
Hao-Yu Lee	3	+0.0018	no
Victor Caratini	2	+0.0018	no
Isiah Kiner-Falefa	1	+0.0018	no
Braden Montgomery	2	+0.0019	no
Dillon Dingler	1	+0.0020	no
Alex Freeland	2	+0.0021	no
Hunter Goodman	4	+0.0024	no
Josh Smith	4	+0.0027	no
Mickey Gasper	1	+0.0028	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
Michael Harris II	6	+0.0037	no
Bo Davidson	1	+0.0037	no
Gunnar Henderson	4	+0.0038	no
JJ Bleday	4	+0.0038	no
Anthony Volpe	5	+0.0039	no
Xavier Edwards	1	+0.0049	no
Gabriel Moreno	6	+0.0050	no
Ernie Clement	3	+0.0052	no
Samad Taylor	6	+0.0052	no
TJ Rumfield	5	+0.0054	no
Myles Straw	2	+0.0055	no
Javier Báez	1	+0.0056	no
Chandler Simpson	4	+0.0059	no
Alex Bregman	3	+0.0062	no
Jake Mangum	4	+0.0062	no
Zach McKinstry	2	+0.0063	no
Yohandy Morales	2	+0.0064	no
Nicky Lopez	1	+0.0064	no
Justin Crawford	3	+0.0070	no
Isaac Collins	3	+0.0076	no
Connor Norby	3	+0.0076	no
Vladimir Guerrero Jr.	3	+0.0077	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
Kevin McGonigle	2	+0.0084	no
Zac Veen	2	+0.0084	no
Brett Sullivan	1	+0.0087	no
Bryan Torres	3	+0.0093	no
Eduardo Valencia	1	+0.0093	no
John Rave	2	+0.0093	no
Troy Johnston	1	+0.0094	no
Brett Baty	2	+0.0095	no
Jacob Gonzalez	1	+0.0096	no
Henry Davis	1	+0.0097	no
Max Clark	2	+0.0100	no
Jordan Beck	1	+0.0100	no
Jake Burger	5	+0.0101	no
Hunter Feduccia	2	+0.0102	no
Spencer Torkelson	2	+0.0103	no
Freddie Freeman	7	+0.0104	no
Jahmai Jones	2	+0.0104	no
Riley Greene	2	+0.0108	no
Nico Hoerner	5	+0.0110	no
Nick Gonzales	4	+0.0110	no
Graham Pauley	2	+0.0111	no
Josh Bell	4	+0.0111	no
JJ Wetherholt	2	+0.0116	no
Austin Martin	2	+0.0121	no
Derek Hill	1	+0.0121	no
Andrés Giménez	3	+0.0122	no
Victor Bericoto	2	+0.0123	no
Miguel Vargas	4	+0.0125	no
Nathan Lukes	4	+0.0125	no
Jakob Marsee	5	+0.0127	no
Drew Cavanaugh	3	+0.0128	no
Jorbit Vivas	3	+0.0129	no
Tommy Edman	7	+0.0131	no
Colton Cowser	3	+0.0131	no
Vinnie Pasquantino	5	+0.0133	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
John Peck	3	+0.0135	no
Royce Lewis	4	+0.0135	no
Colson Montgomery	3	+0.0136	no
Brandon Valenzuela	1	+0.0139	no
Lane Thomas	1	+0.0139	no
Brooks Lee	6	+0.0140	no
Jake Cronenworth	8	+0.0140	no
Trevor Story	4	+0.0142	no
Gleyber Torres	2	+0.0148	no
George Springer	3	+0.0148	no
Michael Conforto	3	+0.0149	no
Brandon Nimmo	5	+0.0150	no
Taylor Walls	3	+0.0152	no
Ezequiel Duran	5	+0.0154	no
Kaelen Culpepper	1	+0.0158	no
Kyle Isbel	4	+0.0159	no
Masyn Winn	4	+0.0159	no
Ceddanne Rafaela	3	+0.0161	no
Josh Jung	4	+0.0167	no
Luke Keaschall	5	+0.0174	no
Brett Harris	3	+0.0177	no
José Fermín	1	+0.0178	no
Jarren Duran	2	+0.0182	no
Carson Kelly	3	+0.0191	no
Wyatt Langford	5	+0.0193	no
Jeff McNeil	4	+0.0193	no
Luis Arraez	4	+0.0193	no
Dane Myers	3	+0.0195	no
Mike Trout	7	+0.0196	no
Jonah Heim	3	+0.0197	no
Osleivis Basabe	1	+0.0197	no
Ezequiel Tovar	3	+0.0197	no
Mark Vientos	2	+0.0197	no
Ronald Acuña Jr.	5	+0.0199	no
Steven Kwan	4	+0.0201	no
David Fry	1	+0.0201	no
Brandon Lowe	5	+0.0203	no
Travis Bazzana	4	+0.0204	no
Kazuma Okamoto	4	+0.0204	no
Nathaniel Lowe	2	+0.0215	no
Evan Carter	2	+0.0215	no
Brice Turang	6	+0.0217	no
Konnor Griffin	4	+0.0219	no
Roman Anthony	4	+0.0228	no
Ozzie Albies	6	+0.0230	no
Jared Young	1	+0.0231	no
Yandy Díaz	4	+0.0231	no
Andrew Knizner	3	+0.0236	no
Kyle Schwarber	4	+0.0240	no
Salvador Perez	3	+0.0240	no
Yordan Alvarez	6	+0.0241	no
Alika Williams	1	+0.0249	no
Michael Massey	4	+0.0250	no
Nick Sogard	5	+0.0251	no
CJ Abrams	3	+0.0252	no
Harry Ford	2	+0.0258	no
Jordan Lawlar	2	+0.0260	no
Trent Grisham	1	+0.0261	no
Christian Yelich	5	+0.0262	no
Jung Hoo Lee	3	+0.0263	no
Jeremiah Jackson	4	+0.0265	no
Nathan Church	5	+0.0265	no
Ryan McMahon	3	+0.0266	no
Ryan Vilade	1	+0.0266	no
Dylan Crews	4	+0.0267	no
Bryson Stott	4	+0.0268	no
Shay Whitcomb	3	+0.0268	no
Samuel Basallo	1	+0.0272	no
Vaughn Grissom	7	+0.0275	no
Bryan Reynolds	4	+0.0282	no
Caleb Durbin	5	+0.0287	no
Christian Walker	6	+0.0287	no
Jacob Young	2	+0.0289	no
Drew Gilbert	3	+0.0291	no
Max Muncy	5	+0.0293	no
Drake Baldwin	6	+0.0294	no
Willson Contreras	2	+0.0301	no
Marcus Semien	4	+0.0303	no
Spencer Jones	6	+0.0303	no
Thomas Saggese	3	+0.0304	no
Elly De La Cruz	5	+0.0309	no
Spencer Horwitz	3	+0.0310	no
Carlos Cortes	4	+0.0315	no
Matt McLain	5	+0.0319	no
Pedro Ramirez	4	+0.0320	no
Patrick Bailey	3	+0.0325	no
Iván Herrera	5	+0.0327	no
Wilyer Abreu	5	+0.0331	no
Xander Bogaerts	7	+0.0338	no
Jo Adell	4	+0.0339	no
Ryan O'Hearn	4	+0.0341	no
Bobby Witt Jr.	5	+0.0344	no
Christian Koss	6	+0.0344	no
Alec Bohm	4	+0.0345	no
Jonah Cox	6	+0.0346	no
J.T. Realmuto	4	+0.0348	no
Jonny DeLuca	3	+0.0351	no
Brayan Rocchio	4	+0.0352	no
Zack Gelof	4	+0.0356	no
Brady House	2	+0.0360	no
Lucas Spence	2	+0.0367	no
Trea Turner	4	+0.0369	no
Andy Pages	3	+0.0369	no
Kyle Tucker	6	+0.0371	no
Adley Rutschman	5	+0.0373	no
Chase DeLauter	3	+0.0376	no
A.J. Ewing	4	+0.0383	no
Ethan Salas	3	+0.0388	no
Cedric Mullins	3	+0.0400	no
Ian Happ	4	+0.0403	no
Coby Mayo	4	+0.0404	no
Sal Stewart	5	+0.0407	no
Austin Riley	6	+0.0409	no
Eugenio Suárez	4	+0.0413	no
José Ramírez	4	+0.0420	no
Seiya Suzuki	6	+0.0431	no
Leonardo Bernal	5	+0.0433	no
Bryce Harper	4	+0.0458	no
Corey Seager	5	+0.0461	no
Dustin Harris	6	+0.0465	no
Jordan Walker	5	+0.0493	no
Manny Machado	8	+0.0502	no
Teoscar Hernández	7	+0.0505	no
Henry Bolte	4	+0.0512	no
Rafael Flores Jr.	4	+0.0514	no
Shohei Ohtani	3	+0.0518	no
Jac Caglianone	4	+0.0530	no
Dansby Swanson	5	+0.0538	no
Luis Campusano	4	+0.0539	no
Cody Bellinger	7	+0.0544	no
Bo Bichette	4	+0.0553	no
Francisco Alvarez	3	+0.0555	no
Juan Soto	4	+0.0578	no
Pete Crow-Armstrong	6	+0.0585	no
Lawrence Butler	4	+0.0590	no
Michael Busch	6	+0.0591	no
Jackson Merrill	8	+0.0650	no
Mookie Betts	7	+0.0651	no
Isaac Paredes	6	+0.0665	no
Junior Caminero	5	+0.0702	no
Ben Rice	8	+0.0719	no
Oneil Cruz	4	+0.0726	no
Fernando Tatis Jr.	8	+0.0758	no
Pete Alonso	4	+0.0771	no
Francisco Lindor	4	+0.0771	no
Austin Wells	6	+0.0778	no
Shea Langeliers	4	+0.0826	no
Luis García Jr.	5	+0.0865	no
Ty France	7	+0.0877	no
Nolan Arenado	6	+0.0881	no
George Lombard Jr.	8	+0.1103	no
Kyle Stowers	5	+0.1185	no

pitcher_home_run_rate_allowed [all] · HR / pitcher · 130 players

player	games	KPI gain	left out of verdict
Ryan Johnson	27	-0.3783	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
Kyle Freeland	13	-0.1156	no
Andrew Painter	9	-0.1117	no
Merrill Kelly	9	-0.1088	no
Logan Gilbert	16	-0.1028	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
Matthew Boyd	27	-0.0833	no
Kevin Gausman	16	-0.0821	no
Max Scherzer	9	-0.0687	no
Brandon Williamson	8	-0.0625	no
Sean Manaea	13	-0.0571	no
Matthew Liberatore	9	-0.0556	no
Jack Perkins	18	-0.0509	no
Drew Anderson	15	-0.0490	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
Griffin Jax	8	-0.0433	no
Logan Henderson	9	-0.0343	no
Seth Lugo	9	-0.0327	no
Foster Griffin	15	-0.0325	no
David Sandlin	9	-0.0269	no
Zebby Matthews	5	-0.0210	no
Joe Ryan	8	-0.0165	no
Rhett Lowder	8	-0.0144	no
Andrew Abbott	8	-0.0133	no
Mason Englert	5	-0.0112	no
Michael Wacha	8	-0.0099	no
Zack Wheeler	7	-0.0094	no
Bailey Ober	6	-0.0093	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
Anthony Molina	6	-0.0027	no
JR Ritchie	6	-0.0024	no
Kade Anderson	9	-0.0024	no
Blade Tidwell	16	+0.0004	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
Jacob deGrom	7	+0.0111	no
Michael McGreevy	7	+0.0115	no
Hunter Brown	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
Lake Bachar	14	+0.0217	no
Chris Murphy	7	+0.0239	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
Brandon Pfaadt	8	+0.0342	no
Jack Dreyer	9	+0.0351	no
Braydon Fisher	7	+0.0360	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
Walker Buehler	15	+0.0497	no
Riley Cornelio	7	+0.0506	no
Brady Basso	6	+0.0526	no
Jackson Kent	8	+0.0558	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
Patrick Sandoval	8	+0.0652	no
Sonny Gray	8	+0.0653	no
Yoshinobu Yamamoto	15	+0.0670	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
Cristopher Sánchez	7	+0.0897	no
José Soriano	7	+0.0914	no
Ranger Suarez	9	+0.0955	no
Ray Kerr	8	+0.1026	no
Martín Pérez	6	+0.1032	no
Bryan Hudson	8	+0.1073	no
Nolan McLean	9	+0.1102	no
Chris Bassitt	9	+0.1105	no
MacKenzie Gore	8	+0.1203	no
Chris Sale	6	+0.1314	no
Andrew Alvarez	7	+0.1359	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
Janson Junk	16	+0.1595	no
Michael King	15	+0.1638	no
Shane Baz	9	+0.1970	no
Andre Pallante	14	+0.2009	no
Walbert Ureña	8	+0.2018	no
Michael Soroka	15	+0.2239	no
Max Fried	13	+0.2801	no
Blake Snell	8	+0.3059	no
Drew Rasmussen	17	+0.4244	no
Cam Schlittler	25	+0.4469	no
Jacob Misiorowski	26	+0.6225	no

batter_walk_rate [weak] · BB / batter · 59 players

player	games	KPI gain	left out of verdict
Kyle Isbel	2	-0.1092	no
Ozzie Albies	6	-0.0982	no
Tommy Edman	7	-0.0930	no
Nathan Lukes	3	-0.0817	no
Nico Hoerner	5	-0.0625	no
Derek Hill	1	-0.0566	no
Mauricio Dubón	6	-0.0565	no
Ryan Kreidler	1	-0.0464	no
Julio Rodríguez	5	-0.0430	no
Kody Clemens	3	-0.0428	no
Zack Gelof	3	-0.0422	no
Josh Naylor	6	-0.0337	no
Nathan Church	5	-0.0305	no
Tyrone Taylor	1	-0.0303	no
Christian Vázquez	1	-0.0260	no
Denzer Guzman	3	-0.0247	no
Cole Young	5	-0.0219	no
Jordan Walker	1	-0.0134	no
Nick Gonzales	4	-0.0125	no
Carlos Narváez	1	-0.0125	no
Jarren Duran	2	-0.0118	no
Trea Turner	4	-0.0107	no
Miguel Rojas	1	-0.0068	no
Brandon Marsh	2	-0.0012	no
Luis Torrens	1	+0.0001	no
Bo Bichette	4	+0.0012	no
Jacob Gonzalez	1	+0.0023	no
Konnor Griffin	4	+0.0066	no
Brett Sullivan	1	+0.0079	no
Marcelo Mayer	2	+0.0129	no
Javier Sanoja	6	+0.0134	no
Jac Caglianone	4	+0.0138	no
Jose Siri	3	+0.0146	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
Jared Young	1	+0.0199	no
Vaughn Grissom	7	+0.0220	no
Cam Smith	6	+0.0221	no
Justin Foscue	2	+0.0242	no
Brooks Lee	6	+0.0264	no
Jonah Heim	3	+0.0269	no
Jake Mangum	4	+0.0294	no
Justin Crawford	3	+0.0300	no
Ke'Bryan Hayes	2	+0.0320	no
Ty France	7	+0.0342	no
Jeremy Peña	2	+0.0348	no
José Caballero	2	+0.0449	no
Joe Mack	3	+0.0661	no
Jacob Young	2	+0.0685	no
Jeff McNeil	4	+0.0706	no
Dylan Crews	4	+0.0725	no
Jose Altuve	5	+0.0734	no
Otto Lopez	3	+0.0838	no
Brayan Rocchio	4	+0.0869	no
Alec Bohm	4	+0.1417	no
Jackson Merrill	8	+0.1563	no
Heliot Ramos	6	+0.2791	no

batter_home_run_rate [weak] · HR / batter · 54 players

player	games	KPI gain	left out of verdict
Otto Lopez	3	-0.0487	no
Garrett Mitchell	6	-0.0378	no
Javier Sanoja	6	-0.0355	no
Josh Naylor	2	-0.0120	no
Nick Loftin	2	-0.0079	no
Cole Carrigg	1	-0.0061	no
Anthony Volpe	4	-0.0057	no
Marcelo Mayer	2	-0.0048	no
Cooper Pratt	3	-0.0042	no
Chase Meidroth	1	-0.0028	no
Daulton Varsho	2	-0.0028	no
Mauricio Dubón	6	-0.0024	no
Tommy Edman	3	-0.0023	no
Jakob Marsee	4	-0.0006	no
Miguel Rojas	1	+0.0002	no
Brett Baty	1	+0.0007	no
Leody Taveras	3	+0.0018	no
Victor Caratini	2	+0.0018	no
Braden Montgomery	2	+0.0019	no
Alex Freeland	2	+0.0021	no
Christian Koss	1	+0.0036	no
Joey Ortiz	1	+0.0045	no
Lars Nootbaar	1	+0.0073	no
Josh Jung	1	+0.0075	no
Connor Norby	3	+0.0076	no
Agustín Ramírez	1	+0.0097	no
Hunter Feduccia	2	+0.0102	no
Andrés Giménez	3	+0.0122	no
Dylan Beavers	3	+0.0133	no
Trevor Story	4	+0.0142	no
Luke Keaschall	1	+0.0145	no
Gleyber Torres	2	+0.0148	no
Brandon Nimmo	5	+0.0150	no
Kyle Isbel	4	+0.0159	no
Jake Cronenworth	6	+0.0166	no
José Fermín	1	+0.0178	no
Iván Herrera	2	+0.0191	no
Jeff McNeil	4	+0.0193	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
Konnor Griffin	4	+0.0219	no
Spencer Horwitz	2	+0.0237	no
Alika Williams	1	+0.0249	no
Nick Sogard	5	+0.0251	no
Nathan Church	4	+0.0257	no
Bryson Stott	4	+0.0268	no
Caleb Durbin	4	+0.0272	no
Jacob Young	2	+0.0289	no
Xander Bogaerts	7	+0.0338	no
Brayan Rocchio	4	+0.0352	no
A.J. Ewing	4	+0.0383	no
José Ramírez	4	+0.0420	no

batter_home_run_rate [strong] · HR / batter · 62 players

player	games	KPI gain	left out of verdict
Yainer Diaz	4	-0.0760	no
Dominic Canzone	6	-0.0615	no
Zach Neto	7	-0.0555	no
Cal Raleigh	6	-0.0554	no
Jackson Chourio	5	-0.0532	no
Jake Bauers	6	-0.0531	no
Randy Arozarena	6	-0.0516	no
Jeremy Peña	5	-0.0295	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
Alex Bregman	2	-0.0100	no
Andrés Chaparro	2	-0.0065	no
Spencer Jones	2	-0.0059	no
Justin Foscue	2	-0.0051	no
Randal Grichuk	1	-0.0047	no
Paul Goldschmidt	2	-0.0033	no
Joe Mack	3	-0.0022	no
Carter Jensen	5	+0.0007	no
Dillon Dingler	1	+0.0020	no
Mickey Gasper	1	+0.0028	no
Michael Harris II	6	+0.0037	no
JJ Bleday	4	+0.0038	no
Elly De La Cruz	2	+0.0080	no
Ryan Jeffers	3	+0.0082	no
Riley Greene	1	+0.0089	no
Jake Burger	5	+0.0101	no
Spencer Torkelson	2	+0.0103	no
Derek Hill	1	+0.0121	no
Brooks Lee	6	+0.0140	no
Michael Conforto	3	+0.0149	no
Zack Gelof	3	+0.0167	no
Isaac Paredes	1	+0.0185	no
Wyatt Langford	5	+0.0193	no
Mark Vientos	2	+0.0197	no
Ronald Acuña Jr.	5	+0.0199	no
Nathaniel Lowe	2	+0.0215	no
Nolan Arenado	3	+0.0258	no
Ryan Vilade	1	+0.0266	no
Samuel Basallo	1	+0.0272	no
Francisco Alvarez	2	+0.0273	no
Ketel Marte	3	+0.0286	no
Christian Walker	6	+0.0287	no
Drake Baldwin	6	+0.0294	no
Ryan O'Hearn	4	+0.0341	no
Andy Pages	3	+0.0369	no
Ian Happ	4	+0.0403	no
Sal Stewart	2	+0.0423	no
Seiya Suzuki	6	+0.0431	no
Bryce Harper	4	+0.0458	no
Corey Seager	5	+0.0461	no
Jordan Walker	5	+0.0493	no
Manny Machado	8	+0.0502	no
Jac Caglianone	4	+0.0530	no
Jackson Merrill	8	+0.0650	no
Mookie Betts	7	+0.0651	no
Oneil Cruz	4	+0.0726	no
Francisco Lindor	4	+0.0771	no
Ty France	7	+0.0877	no
Kyle Stowers	5	+0.1185	no

pitcher_home_run_rate_allowed [average] · HR / pitcher · 60 players

player	games	KPI gain	left out of verdict
Matthew Boyd	27	-0.0833	no
Seth Lugo	9	-0.0327	no
Rhett Lowder	8	-0.0144	no
Drew Anderson	6	-0.0120	no
Foster Griffin	8	-0.0120	no
Michael Wacha	8	-0.0099	no
Zack Wheeler	7	-0.0094	no
Tyler Phillips	9	-0.0054	no
Anthony Molina	6	-0.0027	no
Kade Anderson	9	-0.0024	no
Blade Tidwell	16	+0.0004	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
Jacob deGrom	7	+0.0111	no
Michael McGreevy	7	+0.0115	no
Hunter Brown	7	+0.0116	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
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
Brandon Pfaadt	8	+0.0342	no
Jack Dreyer	9	+0.0351	no
Braydon Fisher	7	+0.0360	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
Walker Buehler	15	+0.0497	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
Patrick Sandoval	8	+0.0652	no
Yoshinobu Yamamoto	15	+0.0670	no
Kyle Leahy	9	+0.0788	no
Ray Kerr	8	+0.1026	no
MacKenzie Gore	8	+0.1203	no
Nick Pivetta	9	+0.1387	no
Payton Tolle	15	+0.1425	no
Janson Junk	16	+0.1595	no
Michael King	15	+0.1638	no

pitcher_walk_rate [strong] · BB / pitcher · 29 players

player	games	KPI gain	left out of verdict
Janson Junk	16	-0.0339	no
Andre Pallante	14	-0.0291	no
Daniel Lynch IV	4	-0.0074	no
Bailey Ober	6	+0.0042	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
Bryan Hudson	8	+0.0468	no
Ian Seymour	9	+0.0507	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
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
Kevin Gausman	8	+0.2148	no
Reid Detmers	7	+0.2511	no
Jacob Misiorowski	26	+0.2607	no
Sean Manaea	13	+0.2918	no

pitcher_home_run_rate_allowed [strong] · HR / pitcher · 21 players

player	games	KPI gain	left out of verdict
Daniel Lynch IV	4	+0.0187	no
Chris Murphy	7	+0.0239	no
Noah Cameron	9	+0.0256	no
Riley Cornelio	7	+0.0506	no
Brady Basso	6	+0.0526	no
Jackson Kent	8	+0.0558	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
Martín Pérez	6	+0.1032	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 · 26 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
Foster Griffin	7	-0.0136	no
Tanner Gordon	8	+0.0144	no
Cam Schlittler	16	+0.0602	no
Zac Thornton	9	+0.0730	no
Logan Gilbert	16	+0.1089	no
George Kirby	7	+0.1331	no
Michael Wacha	8	+0.1589	no
Parker Messick	6	+0.1722	no
Drew Rasmussen	17	+0.1733	no
Jacob deGrom	7	+0.1768	no
Gerrit Cole	14	+0.2069	no
Cal Quantrill	8	+0.2150	no
Chris Sale	6	+0.2747	no
Kevin Gausman	8	+0.2836	no
Cristopher Sánchez	7	+0.3235	no
Yoshinobu Yamamoto	15	+0.3290	no
Brandon Pfaadt	8	+0.3518	no
Tarik Skubal	7	+0.4701	no
Michael Soroka	15	+0.4764	no
Kyle Freeland	13	+0.5014	no

Players the KPI cells blame

player	metric / side	games	PA	real per PA	KPI line per PA	gain	by starter hand
Jacob Misiorowski	SO / pitcher	26	107	0.252	0.409	-3.832	vs R: 0.239 real / 0.396 KPI (71 PA)
Logan Gilbert	SO / pitcher	16	69	0.188	0.335	-2.212	vs R: 0.175 real / 0.326 KPI (40 PA)
Yoshinobu Yamamoto	SO / pitcher	15	59	0.254	0.321	-0.977	vs R: 0.143 real / 0.300 KPI (35 PA)
Lake Bachar	SO / pitcher	14	63	0.254	0.270	-0.727	vs R: 0.258 real / 0.249 KPI (31 PA)
Rafael Flores Jr.	SO / batter	4	16	0.125	0.318	-0.721	vs L: 0.250 real / 0.279 KPI (4 PA); vs R: 0.250 real / 0.215 KPI (4 PA)
Konnor Griffin	SO / batter	4	17	0.118	0.323	-0.657	vs L: 0.000 real / 0.263 KPI (4 PA); vs R: 0.250 real / 0.264 KPI (4 PA)
Coby Mayo	SO / batter	4	16	0.188	0.353	-0.644	vs R: 0.182 real / 0.370 KPI (11 PA)
Jeremiah Jackson	SO / batter	4	14	0.286	0.295	-0.598	vs R: 0.200 real / 0.318 KPI (10 PA)
Pete Alonso	SO / batter	4	17	0.294	0.286	-0.556	vs R: 0.250 real / 0.303 KPI (12 PA)
Nick Gonzales	SO / batter	4	16	0.125	0.211	-0.399	vs L: 0.250 real / 0.180 KPI (4 PA); vs R: 0.000 real / 0.174 KPI (4 PA)
Ryan Johnson	HR / pitcher	27	114	0.018	0.032	-0.378	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)
Andrew Painter	HR / pitcher	9	40	0.000	0.033	-0.112	vs R: 0.000 real / 0.033 KPI (40 PA)
Logan Gilbert	HR / pitcher	16	69	0.058	0.038	-0.103	vs R: 0.075 real / 0.046 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	180	+0.0032	batter_walk_rate +0.168 (n 152); pitcher_barrel_rate_vs_rhh -0.120 (n 180); pitcher_barrel_rate_vs_lhh +0.084 (n 180); batter_contact_rate_vs_breaking -0.080 (n 153)
SO\|batter\|batter_strikeout_rate\|average	614	+0.0109	pitcher_whiff_rate_vs_lhh -0.144 (n 547); pitcher_whiff_rate -0.141 (n 574); pitcher_strikeout_rate -0.131 (n 569); pitcher_whiff_rate_fastball -0.127 (n 555)
SO\|batter\|batter_strikeout_rate\|all	1250	+0.0011	pitcher_whiff_rate_vs_lhh -0.102 (n 1120); pitcher_whiff_rate -0.100 (n 1169); pitcher_whiff_rate_fastball -0.089 (n 1129); pitcher_strikeout_rate -0.086 (n 1161)
HR\|pitcher\|pitcher_home_run_rate_allowed\|weak	202	-0.0013	batter_ground_ball_rate_vs_slider +0.178 (n 180); batter_ground_ball_rate_vs_fastball +0.155 (n 179); batter_exit_velocity_vs_fastball +0.118 (n 179); pitcher_barrel_rate_vs_rhh -0.116 (n 188)
SO\|batter\|batter_strikeout_rate\|strong	243	+0.0009	pitcher_release_speed -0.139 (n 223); batter_contact_rate_vs_breaking -0.136 (n 242); pitcher_strikeout_rate -0.136 (n 222); pitcher_whiff_rate_fastball -0.133 (n 217)
SO\|pitcher\|pitcher_strikeout_rate\|all	1250	+0.0011	pitcher_whiff_rate_vs_lhh -0.102 (n 1120); pitcher_whiff_rate -0.100 (n 1169); pitcher_whiff_rate_fastball -0.089 (n 1129); pitcher_strikeout_rate -0.086 (n 1161)
SO\|pitcher\|pitcher_strikeout_rate\|strong	195	+0.0063	pitcher_hard_hit_rate_allowed +0.168 (n 195); pitcher_release_speed +0.156 (n 195); pitcher_barrel_rate_vs_rhh +0.150 (n 186); pitcher_barrel_rate_allowed +0.132 (n 195)
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)
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	1250	-0.0070	pitcher_walk_rate +0.095 (n 1161); pitcher_ground_ball_rate_induced -0.054 (n 1169); batter_exit_velocity_vs_fastball +0.045 (n 1065); pitcher_barrel_rate_vs_lhh +0.043 (n 1129)
BB\|pitcher\|pitcher_walk_rate\|all	1250	-0.0070	pitcher_walk_rate +0.095 (n 1161); pitcher_ground_ball_rate_induced -0.054 (n 1169); batter_exit_velocity_vs_fastball +0.045 (n 1065); pitcher_barrel_rate_vs_lhh +0.043 (n 1129)
HR\|batter\|batter_home_run_rate\|all	1250	-0.0027	pitcher_barrel_rate_vs_rhh -0.066 (n 1133); pitcher_strikeout_rate -0.063 (n 1161); pitcher_whiff_rate_fastball -0.060 (n 1129); pitcher_barrel_rate_allowed -0.053 (n 1208)
HR\|pitcher\|pitcher_home_run_rate_allowed\|all	1250	-0.0027	pitcher_barrel_rate_vs_rhh -0.066 (n 1133); pitcher_strikeout_rate -0.063 (n 1161); pitcher_whiff_rate_fastball -0.060 (n 1129); pitcher_barrel_rate_allowed -0.053 (n 1208)

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	0.003581	694 rows, -0.000235	330 rows / 5 slates, 0.000123, [-0.00074, 0.00072]	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	-0.003961	694 rows, 3e-06	330 rows / 5 slates, 0.000836, [-0.00041, 0.00492]	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	0.005067	208 rows, 0.000378	122 rows / 4 slates, 0.000301, [-0.00273, 0.00205]	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	0.000783	902 rows, -0.000443	122 rows / 4 slates, -3.7e-05, [-0.00013, 3e-05]	The average pitcher strikeout cell has a positive residual, pitcher contact_xwoba allowed has corr -0.1099 over 417 qualified rows, and the right-handed-starter residual is positive while the left-handed split is near ze
luna_pitcher_whiff_rate_breaking_vs_left_handed_hitters_for_hits	shadow	pitcher whiff_rate [pitch_type=CU,KC,SL,ST; stand=L] min 60	H	derived_pitcher_hit_rate_allowed	20260924	-0.003892	461 rows, 0.00018	122 rows / 4 slates, -0.003444, [-0.00557, -0.00112]	The weak pitcher hit cell has a negative residual, pitcher breaking-ball whiff rate has corr -0.1637, and pitcher whiff rate against left-handed hitters has corr -0.1957 over the full 153-row cell.
luna_pitcher_home_run_rate_vs_righthanded_starters	shadow	pitcher home_run_rate [p_throws=R] min 120	HR	pitcher_home_run_rate_allowed	20260925	-0.004034	902 rows, -8.9e-05	122 rows / 4 slates, 0.002747, [-0.00098, 0.00563]	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	0.000147	244 rows, 3.4e-05	86 rows / 3 slates, -3.9e-05, [-0.0001, -2e-05]	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	-3.3e-05	973 rows, -3.7e-05	51 rows / 2 slates, -0.000323, –	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.