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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | WHIP | YEAR | Open Career Leaderboard |
|---|---|---|---|---|
| 1 | Mordecai Brown# | 0.78 | 1908 | |
| 2 | Jose Mendez# | 0.84 | 1907 | |
| 2 | Ed Walsh# | 0.84 | 1908 | |
| 4 | Mordecai Brown# | 0.85 | 1909 | |
| 5 | Mordecai Brown# | 0.87 | 1906 | |
| 6 | Addie Joss | 0.91 | 1907 | |
| 7 | Walter Johnson# | 0.92 | 1913 | |
| 7 | Jack Pfiester | 0.92 | 1906 | |
| 7 | Ed Walsh# | 0.92 | 1910 | |
| 10 | Addie Joss | 0.93 | 1909 | |
| 10 | Jack Chesbro | 0.93 | 1903 | |
| 12 | Addie Joss | 0.94 | 1906 | |
| 12 | Harry Howell | 0.94 | 1905 | |
| 12 | Rube Waddell | 0.94 | 1904 | |
| 15 | Kid Nichols* | 0.95 | 1904 | |
| 15 | Cy Young | 0.95 | 1904 | |
| 15 | Ed Walsh# | 0.95 | 1906 | |
| 18 | Addie Joss | 0.96 | 1908 | |
| 18 | Noodles Hahn | 0.96 | 1905 | |
| 18 | Harry Howell | 0.96 | 1904 | |
| 21 | Jack Chesbro | 0.97 | 1905 | |
| 21 | Fred Glade | 0.97 | 1904 | |
| 23 | Charles Bender# | 0.98 | 1909 | |
| 23 | Jack Chesbro | 0.98 | 1907 | |
| 23 | Christy Mathewson# | 0.98 | 1908 | |
| 23 | Rube Vickers | 0.98 | 1907 | |
| 23 | Howie Camnitz | 0.98 | 1910 | |
| 28 | Charles Bender# | 0.99 | 1908 | |
| 29 | Christy Mathewson# | 1.00 | 1905 | |
| 29 | Cy Young | 1.00 | 1906 | |
| 29 | Addie Joss | 1.00 | 1904 | |
| 29 | Jake Weimer | 1.00 | 1907 | |
| 29 | Addie Joss | 1.00 | 1903 | |
| 29 | Jack Pfiester | 1.00 | 1909 | |
| 29 | Addie Joss | 1.00 | 1905 | |
| 36 | Ed Walsh# | 1.01 | 1907 | |
| 36 | Lefty Leifield# | 1.01 | 1907 | |
| 36 | Win Kellum | 1.01 | 1904 | |
| 39 | Win Kellum | 1.02 | 1905 | |
| 39 | Cy Young | 1.02 | 1903 | |
| 39 | Mordecai Brown# | 1.02 | 1907 | |
| 39 | Noodles Hahn | 1.02 | 1902 | |
| 39 | Doc White | 1.02 | 1905 | |
| 44 | Rube Vickers | 1.03 | 1908 | |
| 44 | Christy Mathewson# | 1.03 | 1904 | |
| 44 | Kid Nichols* | 1.03 | 1905 | |
| 44 | Otto Hess# | 1.03 | 1904 | |
| 44 | Elmer Steele | 1.03 | 1908 | |
| 44 | Tully Sparks | 1.03 | 1906 | |
| 44 | Pol Perritt# | 1.03 | 1914 | |
| 44 | Christy Mathewson# | 1.03 | 1909 | |
| 44 | Barney Wolfe | 1.03 | 1904 | |
| 44 | Orval Overall | 1.03 | 1908 | |
| 44 | Sam Leever | 1.03 | 1902 | |
| 44 | Cy Young | 1.03 | 1901 | |
| 44 | Bob Ewing | 1.03 | 1907 | |
| 44 | Joe Williams# | 1.03 | 1909 | |
| 44 | Kid Nichols* | 1.03 | 1898 | |
| 59 | Al Orth | 1.04 | 1905 | |
| 59 | Jack Pfiester | 1.04 | 1907 | |
| 59 | Otto Hess# | 1.04 | 1906 | |
| 59 | Norwood Gibson | 1.04 | 1904 | |
| 59 | Howie Camnitz | 1.04 | 1908 | |
| 64 | Cy Young | 1.05 | 1908 | |
| 64 | Jack Pfiester | 1.05 | 1908 | |
| 64 | Ed Walsh# | 1.05 | 1912 | |
| 64 | Jose Mendez# | 1.05 | 1909 | |
| 64 | Babe Adams# | 1.05 | 1909 | |
| 64 | Orval Overall | 1.05 | 1910 | |
| 64 | Jesse Tannehill | 1.05 | 1905 | |
| 64 | Tully Sparks | 1.05 | 1905 | |
| 64 | Gus Weyhing | 1.05 | 1888 | |
| 64 | Nick Altrock# | 1.05 | 1903 | |
| 64 | Walter Johnson# | 1.05 | 1909 | |
| 64 | Addie Joss | 1.05 | 1902 | |
| 76 | Dummy Taylor | 1.06 | 1904 | |
| 76 | Dick Rudolph# | 1.06 | 1914 | |
| 76 | Ed Walsh# | 1.06 | 1909 | |
| 76 | Cy Young | 1.06 | 1905 | |
| 76 | Eddie Plank# | 1.06 | 1905 | |
| 76 | Christy Mathewson# | 1.06 | 1902 | |
| 76 | Doc White | 1.06 | 1906 | |
| 76 | Barney Pelty | 1.06 | 1906 | |
| 76 | Jose Mendez# | 1.06 | 1908 | |
| 76 | Joe Williams# | 1.06 | 1907 | |
| 76 | Cy Young | 1.06 | 1892 | |
| 76 | Ed Walsh# | 1.06 | 1905 | |
| 76 | Barney Pelty | 1.06 | 1905 | |
| 76 | Fred Beebe# | 1.06 | 1906 | |
| 90 | Ed Reulbach# | 1.07 | 1905 | |
| 90 | George Winter | 1.07 | 1908 | |
| 90 | Al Maul | 1.07 | 1898 | |
| 90 | Walter Johnson# | 1.07 | 1907 | |
| 90 | Fred Glade | 1.07 | 1905 | |
| 90 | Charles Bender# | 1.07 | 1903 | |
| 90 | Orval Overall | 1.07 | 1907 | |
| 90 | Eddie Plank# | 1.07 | 1908 | |
| 90 | Bob Ewing | 1.07 | 1904 | |
| 90 | Bill Bernhard | 1.07 | 1905 | |
| 100 | Hooks Wiltse | 1.08 | 1908 |
