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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | WHIP | YEAR | Open Season Leaderboard |
|---|---|---|---|---|
| 1 | Pedro Martinez# | 1.02 | 1992-2001 | |
| 2 | Trevor Hoffman# | 1.04 | 1993-2001 | |
| 3 | Keith Foulke# | 1.07 | 1997-2001 | |
| 4 | Troy Percival# | 1.08 | 1995-2001 | |
| 4 | Mariano Rivera# | 1.08 | 1995-2001 | |
| 6 | Billy Wagner# | 1.10 | 1995-2001 | |
| 7 | Greg Maddux# | 1.12 | 1986-2001 | |
| 8 | Mark Buehrle# | 1.14 | 2000-2001 | |
| 8 | Curt Schilling# | 1.14 | 1988-2001 | |
| 10 | Mike Mussina# | 1.16 | 1991-2001 | |
| 11 | Roger Clemens# | 1.17 | 1984-2001 | |
| 12 | John Smoltz# | 1.18 | 1988-2001 | |
| 13 | Kerry Ligtenberg# | 1.19 | 1997-2001 | |
| 13 | Randy Johnson# | 1.19 | 1988-2001 | |
| 15 | Mike Jackson# | 1.20 | 1986-2001 | |
| 15 | Armando Benitez# | 1.20 | 1994-2001 | |
| 17 | Kevin Brown# | 1.21 | 1986-2001 | |
| 17 | Gabe White# | 1.21 | 1994-2001 | |
| 17 | Rick Reed# | 1.21 | 1988-2001 | |
| 17 | Barry Zito# | 1.21 | 2000-2001 | |
| 21 | Scott Sullivan# | 1.22 | 1995-2001 | |
| 21 | Robb Nen# | 1.22 | 1993-2001 | |
| 21 | Byung-hyun Kim# | 1.22 | 1999-2001 | |
| 24 | Kevin Millwood# | 1.23 | 1997-2001 | |
| 25 | Ugueth Urbina# | 1.24 | 1995-2001 | |
| 25 | Antonio Osuna# | 1.24 | 1995-2001 | |
| 27 | Jesse Orosco# | 1.25 | 1979-2001 | |
| 27 | Steve Reed# | 1.25 | 1992-2001 | |
| 27 | Orlando Hernandez# | 1.25 | 1998-2001 | |
| 27 | David Wells# | 1.25 | 1987-2001 | |
| 31 | Jose Rijo# | 1.26 | 1984-2001 | |
| 31 | Tim Hudson# | 1.26 | 1999-2001 | |
| 31 | Greg Swindell# | 1.26 | 1986-2001 | |
| 31 | Jeff Tam# | 1.26 | 1998-2001 | |
| 35 | Ismael Valdez# | 1.27 | 1994-2001 | |
| 35 | Matt Morris# | 1.27 | 1997-2001 | |
| 35 | Brad Radke# | 1.27 | 1995-2001 | |
| 38 | Derek Lowe# | 1.28 | 1997-2001 | |
| 38 | Jon Lieber# | 1.28 | 1994-2001 | |
| 38 | Kevin Appier# | 1.28 | 1989-2001 | |
| 38 | Cory Lidle# | 1.28 | 1997-2001 | |
| 38 | Brad Penny# | 1.28 | 2000-2001 | |
| 38 | Roberto Hernandez# | 1.28 | 1991-2001 | |
| 44 | Shane Reynolds# | 1.29 | 1992-2001 | |
| 44 | Rheal Cormier# | 1.29 | 1991-2001 | |
| 44 | Donovan Osborne# | 1.29 | 1992-1999 | |
| 44 | Bob Howry# | 1.29 | 1998-2001 | |
| 44 | Ricardo Rincon# | 1.29 | 1997-2001 | |
| 44 | Tom Glavine# | 1.29 | 1987-2001 | |
| 44 | Dan Plesac# | 1.29 | 1986-2001 | |
| 44 | Graeme Lloyd# | 1.29 | 1993-2001 | |
| 44 | Jarrod Washburn# | 1.29 | 1998-2001 | |
| 44 | Denny Neagle# | 1.29 | 1991-2001 | |
| 54 | Scott Williamson# | 1.30 | 1999-2001 | |
| 54 | Kerry Wood# | 1.30 | 1998-2001 | |
| 54 | Jose Cabrera# | 1.30 | 1997-2001 | |
| 54 | Wade Miller# | 1.30 | 1999-2001 | |
| 58 | Nelson Cruz# | 1.31 | 1997-2001 | |
| 58 | T.J. Mathews# | 1.31 | 1995-2001 | |
| 58 | Freddy Garcia# | 1.31 | 1999-2001 | |
| 58 | Jim Mecir# | 1.31 | 1995-2001 | |
| 58 | Andy Benes# | 1.31 | 1989-2001 | |
| 58 | Brian Anderson# | 1.31 | 1993-2001 | |
| 58 | Jeff D'Amico# | 1.31 | 1996-2001 | |
| 58 | Eric Milton# | 1.31 | 1998-2001 | |
| 66 | Hideo Nomo# | 1.32 | 1995-2001 | |
| 66 | Rich Garces# | 1.32 | 1990-2001 | |
| 66 | Andy Ashby# | 1.32 | 1991-2001 | |
| 66 | Chan-ho Park# | 1.32 | 1994-2001 | |
| 66 | Brett Tomko# | 1.32 | 1997-2001 | |
| 66 | Bruce Chen# | 1.32 | 1998-2001 | |
| 66 | Ramiro Mendoza# | 1.32 | 1996-2001 | |
| 66 | Donne Wall# | 1.32 | 1995-2001 | |
| 66 | Justin Speier# | 1.32 | 1998-2001 | |
| 75 | Dennis Cook# | 1.33 | 1988-2001 | |
| 75 | Javier Vazquez# | 1.33 | 1998-2001 | |
| 75 | Josias Manzanillo# | 1.33 | 1991-2001 | |
| 75 | Jeff Nelson# | 1.33 | 1992-2001 | |
| 75 | Mike Stanton# | 1.33 | 1989-2001 | |
| 75 | Jamie Moyer# | 1.33 | 1986-2001 | |
| 75 | Dave Veres# | 1.33 | 1994-2001 | |
| 75 | Woody Williams# | 1.33 | 1993-2001 | |
| 83 | Jeff Weaver# | 1.34 | 1999-2001 | |
| 83 | Terry Mulholland# | 1.34 | 1986-2001 | |
| 83 | Billy Koch# | 1.34 | 1999-2001 | |
| 83 | John Burkett# | 1.34 | 1987-2001 | |
| 83 | Mike Timlin# | 1.34 | 1991-2001 | |
| 83 | Jeff Fassero# | 1.34 | 1991-2001 | |
| 83 | Jose Lima# | 1.34 | 1994-2001 | |
| 83 | Bobby Jones# | 1.34 | 1993-2001 | |
| 83 | Matt Herges# | 1.34 | 1999-2001 | |
| 92 | Lou Pote# | 1.35 | 1999-2001 | |
| 92 | Frank Castillo# | 1.35 | 1991-2001 | |
| 92 | Kris Benson# | 1.35 | 1999-2000 | |
| 92 | Todd Ritchie# | 1.35 | 1997-2001 | |
| 92 | Danny Graves# | 1.35 | 1996-2001 | |
| 92 | CC Sabathia# | 1.35 | 2001-2001 | |
| 92 | Arthur Rhodes# | 1.35 | 1991-2001 | |
| 99 | Brian Tollberg# | 1.36 | 2000-2001 | |
| 99 | Al Leiter# | 1.36 | 1987-2001 |
