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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | EFF | YEAR | Open Season Leaderboard |
|---|---|---|---|---|
| 1 | Evan Botts | 1.119 | 1893-1903 | |
| 2 | Dave Tislow# | 1.084 | 1963-1968 | |
| 3 | Nelson Napier | 1.082 | 1907-1917 | |
| 4 | Tom Guthrie* | 1.078 | 1882-1895 | |
| 5 | Edmund Bolton | 1.077 | 1883-1892 | |
| 5 | Robbie Henry | 1.077 | 1927-1940 | |
| 7 | Juan Roy | 1.075 | 1900-1914 | |
| 8 | Alfred Sherrill | 1.074 | 1920-1930 | |
| 9 | Alphonse Chism | 1.070 | 1899-1911 | |
| 10 | Windy Cochran | 1.064 | 1913-1927 | |
| 11 | Pete Hay | 1.063 | 1944-1955 | |
| 12 | Winslow Beaver* | 1.062 | 1935-1954 | |
| 12 | Darins Keys | 1.062 | 1887-1895 | |
| 14 | Dick Lyon# | 1.060 | 1952-1967 | |
| 15 | Casper Mobley | 1.059 | 1889-1898 | |
| 15 | Orie Sanders | 1.059 | 1945-1957 | |
| 17 | Leroy Klein | 1.058 | 1948-1957 | |
| 18 | Joe Slone | 1.057 | 1878-1889 | |
| 18 | Harold Batkin# | 1.057 | 1950-1968 | |
| 20 | Sydney Hanes | 1.055 | 1887-1897 | |
| 20 | Ron Schneider | 1.055 | 1951-1963 | |
| 20 | Jim Lee* | 1.055 | 1929-1944 | |
| 23 | Greg Gray# | 1.054 | 1957-1968 | |
| 23 | Madison Field | 1.054 | 1906-1921 | |
| 25 | Frank Patterson | 1.051 | 1941-1954 | |
| 26 | Jim Hammerton | 1.050 | 1948-1962 | |
| 27 | Moe Hebert | 1.049 | 1884-1894 | |
| 28 | Bob Chamberlin | 1.047 | 1876-1889 | |
| 28 | Ervin Jeffers | 1.047 | 1884-1890 | |
| 30 | Pete Williams# | 1.046 | 1954-1968 | |
| 31 | Dilly Joyner | 1.045 | 1897-1909 | |
| 32 | Lee Haynes | 1.044 | 1945-1956 | |
| 32 | Don Hatton# | 1.044 | 1947-1967 | |
| 34 | Raglan Rooney | 1.042 | 1917-1925 | |
| 35 | Danny Phillips# | 1.041 | 1961-1968 | |
| 36 | Melvin Olmstead | 1.040 | 1893-1909 | |
| 36 | Leo Volk# | 1.040 | 1956-1966 | |
| 36 | Harry Chadwick | 1.040 | 1882-1890 | |
| 36 | Jake Morford | 1.040 | 1910-1923 | |
| 36 | Mike McManus# | 1.040 | 1960-1968 | |
| 41 | Larry Callahan | 1.039 | 1949-1958 | |
| 42 | Ron Semmens | 1.038 | 1953-1965 | |
| 42 | Doc Moore* | 1.038 | 1925-1935 | |
| 44 | Bruce Roberts | 1.037 | 1932-1945 | |
| 45 | Art Eichenberger | 1.036 | 1932-1947 | |
| 46 | Richie Dingman | 1.035 | 1949-1963 | |
| 47 | Bill Fulton# | 1.034 | 1952-1968 | |
| 47 | Tommy Robinson | 1.034 | 1926-1935 | |
| 49 | Les Carlton | 1.033 | 1923-1932 | |
| 50 | Carl Catlin | 1.032 | 1917-1922 | |
| 50 | Steve Hurst | 1.032 | 1949-1964 | |
| 52 | Eddie Hensley | 1.029 | 1909-1923 | |
| 52 | Abel Sage | 1.029 | 1908-1919 | |
| 54 | John Sublett | 1.028 | 1954-1964 | |
| 55 | Hank Farley | 1.027 | 1943-1954 | |
| 56 | Russell Fankester | 1.026 | 1892-1908 | |
| 56 | Smith Cheney | 1.026 | 1891-1897 | |
| 58 | Lanny Johnson# | 1.025 | 1948-1968 | |
| 59 | Gustave Ellsworth | 1.024 | 1904-1913 | |
| 60 | Fred Wells | 1.023 | 1935-1948 | |
| 60 | Wilber Dubois | 1.023 | 1901-1907 | |
| 62 | Nick Barnett | 1.022 | 1922-1936 | |
| 63 | Manny Riojas# | 1.021 | 1958-1968 | |
| 63 | Hugh Cane | 1.021 | 1941-1954 | |
| 65 | Morris Williams | 1.020 | 1916-1925 | |
| 65 | Hugh Woods | 1.020 | 1877-1889 | |
| 67 | Fritz Custer | 1.019 | 1946-1962 | |
| 67 | Emmet Carlin* | 1.019 | 1891-1907 | |
| 67 | Fabian Read | 1.019 | 1929-1943 | |
| 70 | Steve Peyton# | 1.017 | 1947-1968 | |
| 71 | Mel Hunt* | 1.015 | 1927-1944 | |
| 71 | Mike Tracey | 1.015 | 1946-1954 | |
| 71 | Porter Chism | 1.015 | 1883-1897 | |
| 71 | Danilo Basilio# | 1.015 | 1957-1968 | |
| 71 | Fletcher Burgess | 1.015 | 1890-1908 | |
| 76 | Juan Teal | 1.014 | 1897-1910 | |
| 77 | Chuck Olsen# | 1.013 | 1951-1968 | |
| 77 | Spook Hiatt | 1.013 | 1905-1915 | |
| 77 | Larry Graber | 1.013 | 1946-1963 | |
| 77 | Bill White | 1.013 | 1939-1952 | |
| 81 | Al Bruning* | 1.012 | 1927-1941 | |
| 82 | John Warlick | 1.010 | 1941-1964 | |
| 82 | Herb Ferguson | 1.010 | 1921-1931 | |
| 84 | Milton Currie* | 1.009 | 1901-1918 | |
| 85 | Charlie Bohan | 1.008 | 1928-1943 | |
| 86 | Ron Dougherty | 1.007 | 1952-1961 | |
| 86 | Jason Wall* | 1.007 | 1923-1938 | |
| 86 | Tim Grange# | 1.007 | 1959-1968 | |
| 89 | Daryl Kenner | 1.005 | 1958-1965 | |
| 90 | Frances Walter | 1.003 | 1889-1902 | |
| 91 | Burt Reid | 1.002 | 1954-1961 | |
| 91 | Alan Grown | 1.002 | 1952-1966 | |
| 93 | Julius Kaatmann | 1.001 | 1887-1897 | |
| 93 | Hawk Conaway | 1.001 | 1893-1905 | |
| 93 | Ray Jones | 1.001 | 1946-1956 | |
| 96 | Al Cobley | 1.000 | 1946-1965 | |
| 97 | Randy Adams | 0.997 | 1949-1963 | |
| 97 | Wallace Magee | 0.997 | 1914-1922 | |
| 99 | Billy Petersen* | 0.995 | 1920-1932 | |
| 100 | Jim Gibson | 0.993 | 1882-1890 |
