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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 Bieler# | 1.094 | 1964-1974 | |
| 3 | Rafael Fuentes# | 1.083 | 1968-1974 | |
| 4 | Nelson Napier | 1.082 | 1907-1917 | |
| 5 | Tim Hunt# | 1.080 | 1965-1974 | |
| 6 | Tom Guthrie* | 1.078 | 1882-1895 | |
| 7 | Edmund Bolton | 1.077 | 1883-1892 | |
| 7 | Robbie Henry | 1.077 | 1927-1940 | |
| 9 | Jean Roy | 1.075 | 1900-1914 | |
| 10 | Alfred Sherrill | 1.074 | 1920-1930 | |
| 11 | Rob Isenbarger# | 1.070 | 1970-1974 | |
| 11 | Alphonse Chism | 1.070 | 1899-1911 | |
| 13 | Steve Wright# | 1.065 | 1969-1974 | |
| 14 | Windy Cochran | 1.064 | 1913-1927 | |
| 15 | Pete Hay | 1.063 | 1944-1955 | |
| 16 | Winslow Beaver* | 1.062 | 1935-1954 | |
| 16 | Darins Keys | 1.062 | 1887-1895 | |
| 18 | Dick Lyon | 1.060 | 1952-1968 | |
| 18 | Charlie Hall# | 1.060 | 1966-1974 | |
| 20 | Casper Mobley | 1.059 | 1889-1898 | |
| 20 | Orie Sanders | 1.059 | 1945-1957 | |
| 22 | Leroy Klein | 1.058 | 1948-1957 | |
| 23 | Joe Slone | 1.057 | 1878-1889 | |
| 23 | Ricardo Castillo# | 1.057 | 1964-1974 | |
| 25 | Sydney Hanes | 1.055 | 1887-1897 | |
| 25 | Ron Schneider | 1.055 | 1951-1963 | |
| 25 | Jim Lee* | 1.055 | 1929-1944 | |
| 28 | Madison Field | 1.054 | 1906-1921 | |
| 29 | Roberto Palacios# | 1.053 | 1969-1974 | |
| 30 | Dave Tislow# | 1.052 | 1963-1974 | |
| 31 | Frank Patterson | 1.051 | 1941-1954 | |
| 32 | Greg Gray | 1.050 | 1957-1969 | |
| 32 | Jim Hammerton | 1.050 | 1948-1962 | |
| 34 | Moe Hebert | 1.049 | 1884-1894 | |
| 35 | Bob Chamberlin | 1.047 | 1876-1889 | |
| 35 | Ervin Jeffers | 1.047 | 1884-1890 | |
| 37 | Jim Farrar# | 1.045 | 1964-1974 | |
| 37 | Dilly Joyner | 1.045 | 1897-1909 | |
| 39 | Lee Haynes | 1.044 | 1945-1956 | |
| 39 | Don Hatton | 1.044 | 1947-1967 | |
| 41 | Raglan Rooney | 1.042 | 1917-1925 | |
| 42 | Leo Volk | 1.041 | 1956-1968 | |
| 43 | Melvin Olmstead | 1.040 | 1893-1909 | |
| 43 | Harry Chadwick | 1.040 | 1882-1890 | |
| 43 | Jake Morford | 1.040 | 1910-1923 | |
| 43 | Mike McManus | 1.040 | 1960-1968 | |
| 47 | Harold Batkin# | 1.039 | 1950-1974 | |
| 47 | Larry Callahan | 1.039 | 1949-1958 | |
| 49 | Ron Semmens | 1.038 | 1953-1965 | |
| 49 | Doc Moore* | 1.038 | 1925-1935 | |
| 51 | Bruce Roberts | 1.037 | 1932-1945 | |
| 52 | Art Eichenberger | 1.036 | 1932-1947 | |
| 53 | Richie Dingman | 1.035 | 1949-1963 | |
| 54 | Tommy Robinson | 1.034 | 1926-1935 | |
| 54 | Pete Williams | 1.034 | 1954-1970 | |
| 54 | Bill Fulton | 1.034 | 1952-1970 | |
| 57 | Les Carlton | 1.033 | 1923-1932 | |
| 58 | Carl Catlin | 1.032 | 1917-1922 | |
| 58 | Steve Hurst | 1.032 | 1949-1964 | |
| 60 | Eddie Hensley | 1.029 | 1909-1923 | |
| 60 | Abel Sage | 1.029 | 1908-1919 | |
| 62 | John Sublett | 1.028 | 1954-1964 | |
| 63 | Hank Farley | 1.027 | 1943-1954 | |
| 64 | Russell Fankester | 1.026 | 1892-1908 | |
| 64 | Smith Cheney | 1.026 | 1891-1897 | |
| 66 | Lanny Johnson | 1.025 | 1948-1969 | |
| 67 | Gustave Ellsworth | 1.024 | 1904-1913 | |
| 68 | Fred Wells | 1.023 | 1935-1948 | |
| 68 | Wilber Dubois | 1.023 | 1901-1907 | |
| 68 | Danny Phillips# | 1.023 | 1961-1973 | |
| 71 | Nick Barnett | 1.022 | 1922-1936 | |
| 72 | Hugh Cane | 1.021 | 1941-1954 | |
| 73 | Morris Williams | 1.020 | 1916-1925 | |
| 73 | Hugh Woods | 1.020 | 1877-1889 | |
| 75 | Fritz Custer | 1.019 | 1946-1962 | |
| 75 | Emmet Carlin* | 1.019 | 1891-1907 | |
| 75 | Fabian Read | 1.019 | 1929-1943 | |
| 78 | Mel Hunt* | 1.015 | 1927-1944 | |
| 78 | Mike Tracey | 1.015 | 1946-1954 | |
| 78 | Porter Chism | 1.015 | 1883-1897 | |
| 78 | Steve Peyton | 1.015 | 1947-1968 | |
| 78 | Fletcher Burgess | 1.015 | 1890-1908 | |
| 83 | Juan Teal | 1.014 | 1897-1910 | |
| 84 | Spook Hiatt | 1.013 | 1905-1915 | |
| 84 | Larry Graber* | 1.013 | 1946-1963 | |
| 84 | Bill White | 1.013 | 1939-1952 | |
| 87 | Al Bruning* | 1.012 | 1927-1941 | |
| 88 | Lou Ward# | 1.010 | 1969-1974 | |
| 88 | John Warlick | 1.010 | 1941-1964 | |
| 88 | Herb Ferguson | 1.010 | 1921-1931 | |
| 91 | Milton Currie* | 1.009 | 1901-1918 | |
| 92 | Charlie Bohan | 1.008 | 1928-1943 | |
| 93 | Ron Dougherty | 1.007 | 1952-1961 | |
| 93 | Jason Wall* | 1.007 | 1923-1938 | |
| 95 | Chuck Olsen | 1.006 | 1951-1968 | |
| 96 | Daryl Kenner | 1.005 | 1958-1965 | |
| 97 | Frances Walter | 1.003 | 1889-1902 | |
| 98 | Burt Reid | 1.002 | 1954-1961 | |
| 98 | Tim Grange# | 1.002 | 1959-1974 | |
| 98 | Alan Grown | 1.002 | 1952-1966 |
