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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 | Tiny Bonham | 1.09 | 1940-1950 | |
| 5 | Rube Vickers | 1.10 | 1902-1909 | |
| 5 | Barney Wolfe | 1.10 | 1903-1906 | |
| 5 | Hod Eller | 1.10 | 1917-1920 | |
| 5 | Christy Mathewson* | 1.10 | 1900-1916 | |
| 9 | Pol Perritt | 1.13 | 1912-1921 | |
| 9 | Fred Glade | 1.13 | 1903-1907 | |
| 9 | Mordecai Brown* | 1.13 | 1903-1916 | |
| 12 | Orval Overall | 1.14 | 1905-1913 | |
| 12 | Jake Weimer | 1.14 | 1903-1909 | |
| 12 | Noodles Hahn | 1.14 | 1899-1906 | |
| 12 | Babe Adams* | 1.14 | 1906-1926 | |
| 16 | Deacon Phillippe | 1.15 | 1899-1911 | |
| 16 | George Winter | 1.15 | 1901-1908 | |
| 16 | Hooks Wiltse | 1.15 | 1904-1914 | |
| 16 | Jack Chesbro | 1.15 | 1899-1909 | |
| 16 | Hank Robinson | 1.15 | 1911-1918 | |
| 21 | Tom Hughes | 1.16 | 1906-1917 | |
| 21 | Robin Roberts# | 1.16 | 1948-1954 | |
| 21 | Cy Young* | 1.16 | 1890-1911 | |
| 21 | Spud Chandler | 1.16 | 1937-1952 | |
| 21 | Nick Altrock | 1.16 | 1898-1929 | |
| 21 | Frank Arellanes | 1.16 | 1908-1910 | |
| 21 | Ed Killian | 1.16 | 1903-1910 | |
| 28 | Rube Waddell* | 1.17 | 1897-1910 | |
| 28 | Glenn Liebhardt | 1.17 | 1906-1909 | |
| 28 | Sam Leever | 1.17 | 1898-1909 | |
| 28 | Ed Karger | 1.17 | 1906-1911 | |
| 32 | Doc White | 1.18 | 1901-1912 | |
| 32 | Charles Bender* | 1.18 | 1903-1924 | |
| 32 | Johnny Taylor | 1.18 | 1907-1915 | |
| 32 | Jesse Tannehill | 1.18 | 1894-1910 | |
| 32 | Walter Johnson* | 1.18 | 1907-1927 | |
| 32 | Slim Sallee | 1.18 | 1908-1921 | |
| 38 | Dick Rudolph | 1.19 | 1912-1926 | |
| 38 | Reb Russell | 1.19 | 1913-1923 | |
| 38 | Charlie Smith | 1.19 | 1903-1914 | |
| 38 | Harry Howell | 1.19 | 1898-1909 | |
| 38 | Fred Toney | 1.19 | 1914-1923 | |
| 38 | Heinie Berger | 1.19 | 1907-1910 | |
| 44 | Fred Anderson | 1.20 | 1909-1918 | |
| 44 | Howie Camnitz | 1.20 | 1904-1913 | |
| 46 | Barney Pelty | 1.21 | 1903-1912 | |
| 46 | Leon Cadore | 1.21 | 1916-1923 | |
| 46 | Bob Ewing | 1.21 | 1902-1910 | |
| 46 | Russ Ford | 1.21 | 1909-1913 | |
| 46 | Jeff Tesreau | 1.21 | 1912-1918 | |
| 46 | Claude Hendrix | 1.21 | 1911-1920 | |
| 46 | Erskine Mayer | 1.21 | 1913-1919 | |
| 46 | Babe Ruth* | 1.21 | 1914-1935 | |
| 46 | Tully Sparks | 1.21 | 1897-1909 | |
| 55 | Kid Nichols* | 1.22 | 1890-1906 | |
| 55 | Ben Cantwell | 1.22 | 1927-1945 | |
| 55 | Harry Coveleski | 1.22 | 1907-1917 | |
| 55 | Art Nehf | 1.22 | 1915-1929 | |
| 55 | Ed Siever | 1.22 | 1901-1908 | |
| 55 | Rube Manning | 1.22 | 1907-1910 | |
| 55 | Bugs Raymond | 1.22 | 1904-1910 | |
| 55 | Ed Reulbach | 1.22 | 1905-1916 | |
| 55 | George McQuillan | 1.22 | 1907-1917 | |
| 55 | Irv Young | 1.22 | 1905-1911 | |
| 55 | Jimmy Dygert | 1.22 | 1905-1910 | |
| 66 | Johnny Lush | 1.23 | 1904-1910 | |
| 66 | Ned Garvin | 1.23 | 1896-1904 | |
| 66 | Joe Williams* | 1.23 | 1907-1930 | |
| 66 | Lefty Leifield | 1.23 | 1905-1920 | |
| 66 | Eddie Plank* | 1.23 | 1901-1917 | |
| 71 | George McConnell | 1.24 | 1912-1916 | |
| 71 | Satchel Paige | 1.24 | 1927-1951 | |
| 71 | Hank Borowy | 1.24 | 1942-1948 | |
| 71 | Red Ames* | 1.24 | 1903-1919 | |
| 71 | Tommy de la Cruz# | 1.24 | 1944-1954 | |
| 71 | John Donaldson | 1.24 | 1913-1921 | |
| 77 | Joe Wood | 1.25 | 1908-1922 | |
| 77 | Jose Mendez* | 1.25 | 1907-1926 | |
| 77 | Jesse Barnes | 1.25 | 1915-1927 | |
| 77 | Mickey Haefner | 1.25 | 1943-1948 | |
| 77 | Carl Hubbell* | 1.25 | 1928-1948 | |
| 77 | Lefty Williams | 1.25 | 1915-1923 | |
| 77 | Roy Patterson | 1.25 | 1901-1907 | |
| 77 | Harry Brecheen# | 1.25 | 1942-1954 | |
| 77 | Joe McGinnity | 1.25 | 1899-1908 | |
| 77 | Wilbur Cooper | 1.25 | 1912-1926 | |
| 77 | Bill James | 1.25 | 1913-1919 | |
| 77 | Freddie Fitzsimmons | 1.25 | 1925-1941 | |
| 77 | Frank Miller | 1.25 | 1915-1923 | |
| 77 | Grover Cleveland Alexander* | 1.25 | 1911-1930 | |
| 91 | Harry Krause | 1.26 | 1908-1911 | |
| 91 | Jack Powell | 1.26 | 1897-1912 | |
| 91 | Bill Dinneen | 1.26 | 1898-1909 | |
| 91 | Frank Smith | 1.26 | 1904-1911 | |
| 91 | George Mullin | 1.26 | 1902-1913 | |
| 91 | Otto Hess | 1.26 | 1902-1914 | |
| 91 | Hippo Vaughn | 1.26 | 1909-1921 | |
| 91 | Bobby Shantz# | 1.26 | 1949-1954 | |
| 91 | Monty Stratton# | 1.26 | 1934-1954 | |
| 91 | Carl Mays | 1.26 | 1915-1929 |
