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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | WHIP | YEAR | Open Season Leaderboard |
|---|---|---|---|---|
| 1 | Addie Joss | 0.99 | 1902-1910 | |
| 2 | Ed Walsh# | 1.03 | 1904-1914 | |
| 3 | Jack Pfiester | 1.08 | 1904-1911 | |
| 4 | Win Kellum | 1.09 | 1901-1905 | |
| 5 | Rube Vickers | 1.10 | 1902-1909 | |
| 5 | Barney Wolfe | 1.10 | 1903-1906 | |
| 5 | Christy Mathewson# | 1.10 | 1900-1914 | |
| 5 | Norwood Gibson | 1.10 | 1903-1906 | |
| 9 | Walter Johnson# | 1.11 | 1907-1914 | |
| 10 | Reb Russell# | 1.12 | 1913-1914 | |
| 10 | Mordecai Brown# | 1.12 | 1903-1912 | |
| 12 | Ed Summers | 1.13 | 1908-1912 | |
| 12 | Fred Glade | 1.13 | 1903-1907 | |
| 14 | Orval Overall | 1.14 | 1905-1913 | |
| 14 | Jake Weimer | 1.14 | 1903-1909 | |
| 14 | Noodles Hahn | 1.14 | 1899-1906 | |
| 14 | Babe Adams# | 1.14 | 1906-1914 | |
| 14 | Charles Bender# | 1.14 | 1903-1914 | |
| 14 | Jose Mendez# | 1.14 | 1907-1914 | |
| 20 | Deacon Phillippe | 1.15 | 1899-1911 | |
| 20 | George Winter | 1.15 | 1901-1908 | |
| 20 | Hooks Wiltse | 1.15 | 1904-1914 | |
| 20 | Nick Altrock# | 1.15 | 1898-1911 | |
| 20 | Jack Chesbro | 1.15 | 1899-1909 | |
| 25 | John Donaldson# | 1.16 | 1913-1914 | |
| 25 | Cy Young | 1.16 | 1890-1911 | |
| 25 | Frank Arellanes | 1.16 | 1908-1910 | |
| 25 | Ed Killian | 1.16 | 1903-1910 | |
| 29 | Rube Waddell | 1.17 | 1897-1910 | |
| 29 | Glenn Liebhardt | 1.17 | 1906-1909 | |
| 29 | Sam Leever | 1.17 | 1898-1909 | |
| 29 | Hank Robinson# | 1.17 | 1911-1914 | |
| 29 | Ed Karger | 1.17 | 1906-1911 | |
| 34 | Doc White | 1.18 | 1901-1912 | |
| 34 | Johnny Taylor# | 1.18 | 1907-1914 | |
| 34 | Jesse Tannehill | 1.18 | 1894-1910 | |
| 37 | Charlie Chech | 1.19 | 1905-1909 | |
| 37 | Charlie Smith | 1.19 | 1903-1914 | |
| 37 | Slim Sallee# | 1.19 | 1908-1914 | |
| 37 | Harry Howell | 1.19 | 1898-1909 | |
| 37 | Claude Hendrix# | 1.19 | 1911-1914 | |
| 37 | Heinie Berger | 1.19 | 1907-1910 | |
| 43 | Ed Reulbach# | 1.20 | 1905-1914 | |
| 43 | Charlie Case | 1.20 | 1901-1906 | |
| 43 | Howie Camnitz | 1.20 | 1904-1913 | |
| 46 | Barney Pelty | 1.21 | 1903-1912 | |
| 46 | Bob Ewing | 1.21 | 1902-1910 | |
| 46 | Russ Ford | 1.21 | 1909-1913 | |
| 46 | Eddie Plank# | 1.21 | 1901-1914 | |
| 46 | Tully Sparks | 1.21 | 1897-1909 | |
| 51 | Joe Williams# | 1.22 | 1907-1914 | |
| 51 | Kid Nichols* | 1.22 | 1890-1906 | |
| 51 | Dutch Leonard# | 1.22 | 1913-1914 | |
| 51 | Pol Perritt# | 1.22 | 1912-1914 | |
| 51 | Ed Siever | 1.22 | 1901-1908 | |
| 51 | George McQuillan# | 1.22 | 1907-1914 | |
| 51 | Rube Manning | 1.22 | 1907-1910 | |
| 51 | Bugs Raymond | 1.22 | 1904-1910 | |
| 51 | Irv Young | 1.22 | 1905-1911 | |
| 51 | Jimmy Dygert | 1.22 | 1905-1910 | |
| 51 | Lefty Leifield# | 1.22 | 1905-1913 | |
| 62 | Johnny Lush | 1.23 | 1904-1910 | |
| 62 | Ned Garvin | 1.23 | 1896-1904 | |
| 62 | Tom Hughes# | 1.23 | 1906-1914 | |
| 62 | Jose Acosta# | 1.23 | 1912-1914 | |
| 66 | Jeff Tesreau# | 1.24 | 1912-1914 | |
| 67 | Frank Wickware# | 1.25 | 1910-1914 | |
| 67 | Roy Patterson | 1.25 | 1901-1907 | |
| 67 | Pop Williams | 1.25 | 1898-1903 | |
| 67 | Joe McGinnity | 1.25 | 1899-1908 | |
| 67 | Rube Foster# | 1.25 | 1902-1914 | |
| 67 | Joe Harris | 1.25 | 1905-1907 | |
| 67 | Joe Wood# | 1.25 | 1908-1914 | |
| 74 | Harry Krause | 1.26 | 1908-1911 | |
| 74 | Jack Powell | 1.26 | 1897-1912 | |
| 74 | Bill Dinneen | 1.26 | 1898-1909 | |
| 74 | Frank Smith | 1.26 | 1904-1911 | |
| 74 | George Mullin | 1.26 | 1902-1913 | |
| 74 | Otto Hess# | 1.26 | 1902-1914 | |
| 74 | Jack Coombs# | 1.26 | 1906-1914 | |
| 74 | Red Ames# | 1.26 | 1903-1914 | |
| 82 | Bill Bernhard | 1.27 | 1899-1907 | |
| 82 | Frank Owen | 1.27 | 1901-1909 | |
| 82 | Frank Kitson | 1.27 | 1898-1907 | |
| 82 | Cy Morgan | 1.27 | 1904-1912 | |
| 82 | Walter Ball# | 1.27 | 1903-1914 | |
| 82 | Beany Jacobson | 1.27 | 1904-1907 | |
| 88 | Ray Collins# | 1.28 | 1909-1914 | |
| 88 | Joe Benz# | 1.28 | 1911-1914 | |
| 88 | Art Fromme# | 1.28 | 1906-1914 | |
| 88 | Nap Rucker# | 1.28 | 1907-1914 | |
| 92 | Harry Coveleski# | 1.29 | 1907-1914 | |
| 92 | Eddie Cicotte# | 1.29 | 1906-1914 | |
| 92 | Jack Taylor | 1.29 | 1898-1907 | |
| 92 | Slow Joe Doyle | 1.29 | 1906-1909 | |
| 96 | Al Orth | 1.30 | 1895-1909 | |
| 96 | Jim Scott# | 1.30 | 1909-1914 | |
| 96 | Bill Doak# | 1.30 | 1913-1914 | |
| 96 | Ray Caldwell# | 1.30 | 1910-1914 | |
| 96 | Doc Newton | 1.30 | 1900-1909 |
