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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 | |
| 5 | Mike Prendergast | 0.87 | 1915 | |
| 7 | Addie Joss* | 0.91 | 1907 | |
| 8 | Walter Johnson* | 0.92 | 1913 | |
| 8 | Jack Pfiester | 0.92 | 1906 | |
| 8 | Ed Walsh* | 0.92 | 1910 | |
| 11 | Addie Joss* | 0.93 | 1909 | |
| 11 | Jack Chesbro | 0.93 | 1903 | |
| 13 | Addie Joss* | 0.94 | 1906 | |
| 13 | Pol Perritt | 0.94 | 1918 | |
| 13 | Harry Howell | 0.94 | 1905 | |
| 13 | Rube Waddell* | 0.94 | 1904 | |
| 13 | Tiny Bonham | 0.94 | 1942 | |
| 13 | Harry Brecheen# | 0.94 | 1943 | |
| 19 | Kid Nichols* | 0.95 | 1904 | |
| 19 | Tiny Bonham | 0.95 | 1943 | |
| 19 | Babe Adams* | 0.95 | 1920 | |
| 19 | Cy Young* | 0.95 | 1904 | |
| 19 | Ed Walsh* | 0.95 | 1906 | |
| 19 | Robin Roberts# | 0.95 | 1953 | |
| 25 | Addie Joss* | 0.96 | 1908 | |
| 25 | Hank Borowy | 0.96 | 1945 | |
| 25 | Harry Brecheen# | 0.96 | 1944 | |
| 25 | Noodles Hahn | 0.96 | 1905 | |
| 25 | Harry Howell | 0.96 | 1904 | |
| 25 | Curt Davis | 0.96 | 1940 | |
| 25 | Babe Adams* | 0.96 | 1919 | |
| 32 | Spud Chandler | 0.97 | 1944 | |
| 32 | Rube Benton | 0.97 | 1919 | |
| 32 | Jack Chesbro | 0.97 | 1905 | |
| 32 | Fred Glade | 0.97 | 1904 | |
| 36 | Charles Bender* | 0.98 | 1909 | |
| 36 | Jack Chesbro | 0.98 | 1907 | |
| 36 | Christy Mathewson* | 0.98 | 1908 | |
| 36 | Spud Chandler | 0.98 | 1943 | |
| 36 | Rube Vickers | 0.98 | 1907 | |
| 36 | Robin Roberts# | 0.98 | 1952 | |
| 36 | Carl Hubbell* | 0.98 | 1935 | |
| 36 | Allie Reynolds# | 0.98 | 1953 | |
| 36 | Howie Camnitz | 0.98 | 1910 | |
| 45 | Charles Bender* | 0.99 | 1908 | |
| 45 | Dizzy Trout | 0.99 | 1947 | |
| 47 | Christy Mathewson* | 1.00 | 1905 | |
| 47 | Whit Wyatt | 1.00 | 1942 | |
| 47 | Tex Hughson# | 1.00 | 1945 | |
| 47 | Cy Young* | 1.00 | 1906 | |
| 47 | Tiny Bonham | 1.00 | 1941 | |
| 47 | Addie Joss* | 1.00 | 1904 | |
| 47 | Jake Weimer | 1.00 | 1907 | |
| 47 | Addie Joss* | 1.00 | 1903 | |
| 47 | Jack Pfiester | 1.00 | 1909 | |
| 47 | Grover Cleveland Alexander* | 1.00 | 1915 | |
| 47 | Rube Benton | 1.00 | 1918 | |
| 47 | Addie Joss* | 1.00 | 1905 | |
| 47 | Preacher Roe# | 1.00 | 1949 | |
| 60 | Waite Hoyt | 1.01 | 1937 | |
| 60 | Spud Chandler | 1.01 | 1945 | |
| 60 | George McConnell | 1.01 | 1915 | |
| 60 | Ed Walsh* | 1.01 | 1907 | |
| 60 | Jesse Barnes | 1.01 | 1918 | |
| 60 | Lefty Leifield | 1.01 | 1907 | |
| 60 | Win Kellum | 1.01 | 1904 | |
| 60 | Jeff Pfeffer | 1.01 | 1917 | |
| 68 | Win Kellum | 1.02 | 1905 | |
| 68 | Carl Hubbell* | 1.02 | 1933 | |
| 68 | Ken Raffensberger | 1.02 | 1943 | |
| 68 | Cy Young* | 1.02 | 1903 | |
| 68 | Mordecai Brown* | 1.02 | 1907 | |
| 68 | Noodles Hahn | 1.02 | 1902 | |
| 68 | Alvin Crowder | 1.02 | 1931 | |
| 68 | Doc White | 1.02 | 1905 | |
| 68 | Larry Cheney | 1.02 | 1916 | |
| 77 | Rube Vickers | 1.03 | 1908 | |
| 77 | Christy Mathewson* | 1.03 | 1904 | |
| 77 | Kid Nichols* | 1.03 | 1905 | |
| 77 | Otto Hess | 1.03 | 1904 | |
| 77 | Luke Hamlin | 1.03 | 1937 | |
| 77 | Tom Hughes | 1.03 | 1916 | |
| 77 | Whit Wyatt | 1.03 | 1941 | |
| 77 | Elmer Steele | 1.03 | 1908 | |
| 77 | Tully Sparks | 1.03 | 1906 | |
| 77 | Pol Perritt | 1.03 | 1914 | |
| 77 | Christy Mathewson* | 1.03 | 1909 | |
| 77 | Barney Wolfe | 1.03 | 1904 | |
| 77 | Orval Overall | 1.03 | 1908 | |
| 77 | Frank Miller | 1.03 | 1918 | |
| 77 | Sam Leever | 1.03 | 1902 | |
| 77 | Cy Young* | 1.03 | 1901 | |
| 77 | Bob Ewing | 1.03 | 1907 | |
| 77 | Joe Williams* | 1.03 | 1909 | |
| 77 | Eppa Rixey | 1.03 | 1916 | |
| 77 | Kid Nichols* | 1.03 | 1898 | |
| 77 | Walter Johnson* | 1.03 | 1917 | |
| 98 | Al Orth | 1.04 | 1905 | |
| 98 | Fred Anderson | 1.04 | 1918 | |
| 98 | Dutch Leonard | 1.04 | 1944 |
