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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | WHIP | YEAR | Open Season Leaderboard |
|---|---|---|---|---|
| 1 | Salvador Ibarra* | 0.924 | 2040-2058 | |
| 2 | Tony Simmons* | 0.930 | 2033-2051 | |
| 3 | Tony Paylor* | 0.936 | 2035-2049 | |
| 4 | Viriato Malh* | 0.957 | 2036-2055 | |
| 5 | Patrick Guilfolly* | 0.969 | 2034-2051 | |
| 6 | J.D. Durbin | 0.996 | 2007-2019 | |
| 7 | Greg Miller* | 1.004 | 2006-2023 | |
| 8 | Desmond Greenwood | 1.006 | 2045-2061 | |
| 9 | Pedro Martinez* | 1.009 | 1992-2009 | |
| 10 | Cy Young* | 1.014 | 1899-1910 | |
| 11 | Alfredo Perez* | 1.019 | 2012-2037 | |
| 12 | Thomas Diamond* | 1.022 | 2008-2021 | |
| 13 | Ernesto Matos* | 1.031 | 2035-2052 | |
| 14 | Edwin Jackson* | 1.033 | 2003-2022 | |
| 14 | Ernesto Nava# | 1.033 | 2055-2066 | |
| 16 | Mark Prior* | 1.035 | 2002-2019 | |
| 17 | Luis Barcelo* | 1.043 | 2018-2034 | |
| 18 | Corey McDonald* | 1.044 | 2031-2052 | |
| 19 | Stanley Desimone# | 1.053 | 2052-2066 | |
| 20 | Juan Rodríguez | 1.058 | 2044-2063 | |
| 21 | Juan Soto | 1.069 | 2036-2056 | |
| 22 | Luis Ramirez | 1.073 | 2018-2034 | |
| 23 | Alex Gibbs | 1.076 | 2046-2059 | |
| 23 | Mariano Rivera | 1.076 | 1995-2007 | |
| 25 | Antonio Reno* | 1.077 | 2009-2024 | |
| 25 | José Álvarez# | 1.077 | 2046-2066 | |
| 27 | Jesse Bashaw# | 1.079 | 2050-2066 | |
| 28 | Arthur Breckenridge* | 1.080 | 2016-2038 | |
| 29 | Alex Daniels# | 1.081 | 2053-2066 | |
| 30 | Domingo Fernández | 1.084 | 2046-2053 | |
| 31 | Mo-ruo Fang# | 1.087 | 2054-2066 | |
| 32 | Norberto López* | 1.092 | 2041-2058 | |
| 33 | Lyndon Badger# | 1.099 | 2047-2066 | |
| 34 | Pete Alexander* | 1.100 | 1911-1930 | |
| 35 | Keith Foulke | 1.102 | 1997-2008 | |
| 36 | Eric Gagne | 1.105 | 1999-2015 | |
| 36 | Richard Soltis | 1.105 | 2015-2028 | |
| 38 | Cam Briggs* | 1.108 | 2031-2050 | |
| 39 | Roy Halladay | 1.112 | 1998-2016 | |
| 40 | Alonso Ramírez | 1.114 | 2031-2037 | |
| 40 | Manuel González* | 1.114 | 2039-2053 | |
| 42 | Tyler Clippard | 1.120 | 2006-2022 | |
| 42 | Vic Willis* | 1.120 | 1906-1910 | |
| 44 | Chris Ashling# | 1.121 | 2056-2066 | |
| 45 | Leon Rodriguez* | 1.124 | 2019-2037 | |
| 45 | Rollie Fingers* | 1.124 | 1968-1985 | |
| 47 | Catfish Hunter* | 1.126 | 1965-1974 | |
| 48 | Hoyt Wilhelm* | 1.128 | 1957-1971 | |
| 49 | Greg Maddux* | 1.129 | 1986-2004 | |
| 50 | Doug Bennett | 1.130 | 2042-2061 | |
| 51 | Emílio Mendoza# | 1.131 | 2055-2066 | |
| 52 | António Flores | 1.133 | 2038-2046 | |
| 53 | Scott Autrey | 1.136 | 2004-2019 | |
| 54 | Wayne Wallace# | 1.139 | 2055-2066 | |
| 55 | Roland Noyola* | 1.140 | 2009-2027 | |
| 56 | Trevor Hoffman | 1.141 | 1993-2008 | |
| 57 | Babe Ruth* | 1.142 | 1914-1919 | |
| 58 | Yasutake Okuno | 1.143 | 2036-2045 | |
| 59 | Nick Kelly* | 1.145 | 2034-2054 | |
| 59 | Matt Helt# | 1.145 | 2052-2066 | |
| 61 | Neill Oulton* | 1.149 | 2038-2054 | |
| 62 | Shinsui Kichida | 1.150 | 2032-2049 | |
| 63 | Shan-tang Gan# | 1.153 | 2056-2066 | |
| 64 | Carl Smith | 1.154 | 2048-2054 | |
| 64 | Kris Honel | 1.154 | 2006-2021 | |
| 66 | Greg Hill* | 1.156 | 2037-2056 | |
| 67 | Ian Oquendo | 1.159 | 2006-2018 | |
| 67 | Dustin McGowan | 1.159 | 2004-2020 | |
| 69 | Charles West | 1.160 | 2039-2056 | |
| 69 | Dennis Eckersley* | 1.160 | 1975-1998 | |
| 69 | Curtis Pineda | 1.160 | 2015-2030 | |
| 72 | Irwin Spears* | 1.161 | 2034-2056 | |
| 73 | John Keller | 1.162 | 2047-2065 | |
| 73 | Alfred Fellers* | 1.162 | 2009-2027 | |
| 75 | Scott Fitzpatrick | 1.163 | 2038-2060 | |
| 75 | Woody Baker# | 1.163 | 2058-2066 | |
| 75 | Robin Roberts | 1.163 | 1948-1965 | |
| 75 | Gaylord Perry* | 1.163 | 1972-1982 | |
| 79 | Scott Holcomb | 1.164 | 2041-2060 | |
| 79 | Tom Allen | 1.164 | 2048-2058 | |
| 81 | Curt Schilling | 1.166 | 1988-2006 | |
| 81 | Nolan Ryan* | 1.166 | 1980-1991 | |
| 81 | Egbert van Woerkum | 1.166 | 2048-2060 | |
| 84 | Fergie Jenkins* | 1.169 | 1965-1981 | |
| 85 | Louis-Félix Roy# | 1.170 | 2052-2066 | |
| 86 | Arturo Franco | 1.171 | 2031-2043 | |
| 87 | Alan Walker# | 1.172 | 2055-2066 | |
| 87 | Ricardo Bautista | 1.172 | 2037-2054 | |
| 87 | Don Sutton* | 1.172 | 1981-1984 | |
| 87 | Samuel Rainey* | 1.172 | 2020-2039 | |
| 91 | Orlando Guerra | 1.173 | 2035-2047 | |
| 91 | Jim Bunning* | 1.173 | 1955-1971 | |
| 93 | Freddy Román | 1.175 | 2028-2041 | |
| 94 | Teodoro Erazo* | 1.177 | 2017-2040 | |
| 95 | Ching Lung Lo | 1.178 | 2006-2028 | |
| 96 | William Bailey | 1.179 | 2007-2021 | |
| 96 | Mike Brown | 1.179 | 2049-2058 | |
| 98 | Mike Mussina | 1.180 | 1991-2007 | |
| 98 | Jim Palmer* | 1.180 | 1965-1984 | |
| 98 | Jon Hanson | 1.180 | 2041-2059 |
