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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | EFF | YEAR | Open Season Leaderboard |
|---|---|---|---|---|
| 1 | Gene Ellis | 1.125 | 1876-1886 | |
| 2 | Buddy Slayton | 1.113 | 1943-1957 | |
| 3 | Bill Butler | 1.099 | 1882-1889 | |
| 4 | Prince Lyon | 1.094 | 1892-1910 | |
| 4 | Adam McRae | 1.094 | 1884-1897 | |
| 6 | Rip Gibbons | 1.090 | 1944-1960 | |
| 7 | John Webster | 1.088 | 1946-1956 | |
| 8 | Joe Seidel | 1.084 | 1943-1962 | |
| 9 | Orbert Gould | 1.082 | 1885-1894 | |
| 10 | Walker Maynard | 1.081 | 1892-1902 | |
| 10 | Gustav Webster | 1.081 | 1907-1915 | |
| 12 | Victor Morera | 1.080 | 1949-1964 | |
| 13 | Herbert Karr | 1.079 | 1895-1906 | |
| 14 | John Barrett | 1.071 | 1879-1888 | |
| 15 | Tom Birch | 1.069 | 1946-1960 | |
| 15 | Denis Bucher | 1.069 | 1896-1911 | |
| 17 | Ray Eckhardt | 1.068 | 1950-1964 | |
| 18 | Monroe Winkler | 1.065 | 1907-1920 | |
| 19 | Jake Rogers | 1.062 | 1927-1946 | |
| 19 | Brown Alexander | 1.062 | 1905-1918 | |
| 21 | Rankin Meadows | 1.061 | 1941-1954 | |
| 22 | Dad Highland | 1.060 | 1901-1915 | |
| 23 | Neil Brian | 1.059 | 1922-1936 | |
| 24 | Clement Vail | 1.057 | 1914-1924 | |
| 25 | Monte Anderson | 1.054 | 1938-1949 | |
| 25 | Dick Nolte | 1.054 | 1887-1896 | |
| 27 | Bob Raab# | 1.053 | 1963-1975 | |
| 28 | Gabe McDade | 1.050 | 1933-1946 | |
| 29 | George McMullen | 1.049 | 1942-1950 | |
| 29 | Gary Mitchell | 1.049 | 1952-1968 | |
| 31 | Snipe West | 1.046 | 1944-1953 | |
| 32 | Ollie Wait | 1.045 | 1895-1910 | |
| 33 | Dilly Whalen | 1.044 | 1883-1890 | |
| 33 | Doug Kroes | 1.044 | 1948-1965 | |
| 35 | Babe Bennett | 1.043 | 1943-1965 | |
| 35 | Dean Sullivan | 1.043 | 1906-1913 | |
| 35 | Jim Gober | 1.043 | 1932-1948 | |
| 38 | Steve Price | 1.042 | 1961-1973 | |
| 38 | Phil Mellon | 1.042 | 1951-1963 | |
| 40 | Chris Berman# | 1.041 | 1965-1975 | |
| 41 | Al Wallace | 1.040 | 1937-1949 | |
| 41 | Bingo Ritchie | 1.040 | 1914-1929 | |
| 43 | Harry Osborn* | 1.039 | 1943-1965 | |
| 43 | Wellington MacKinley | 1.039 | 1919-1929 | |
| 43 | Davis Chambliss | 1.039 | 1900-1914 | |
| 46 | Tom Dowden | 1.038 | 1943-1948 | |
| 46 | Orin McCue | 1.038 | 1916-1925 | |
| 48 | John McCallson# | 1.036 | 1967-1973 | |
| 49 | Jon Stites | 1.035 | 1954-1966 | |
| 49 | Samuel Snell | 1.035 | 1909-1917 | |
| 49 | Lance DeWald* | 1.035 | 1946-1965 | |
| 52 | Orange Koon | 1.034 | 1922-1937 | |
| 52 | Darryl Morton | 1.034 | 1952-1965 | |
| 54 | Adolph George | 1.033 | 1908-1922 | |
| 54 | John Crabtree# | 1.033 | 1964-1975 | |
| 56 | Don Bozza# | 1.032 | 1968-1975 | |
| 57 | Dustin Guest# | 1.031 | 1966-1975 | |
| 58 | John Seidler# | 1.030 | 1958-1975 | |
| 58 | Dave Robertson# | 1.030 | 1966-1975 | |
| 58 | Sammy Winter | 1.030 | 1915-1925 | |
| 61 | Charlie Steinberg | 1.028 | 1946-1967 | |
| 61 | Don Hill# | 1.028 | 1969-1975 | |
| 63 | Troy Stallings# | 1.027 | 1968-1975 | |
| 63 | Jim Casavant | 1.027 | 1931-1941 | |
| 63 | Rod Kremer# | 1.027 | 1964-1974 | |
| 63 | Sam Tucker | 1.027 | 1917-1931 | |
| 63 | Granville Crenshaw | 1.027 | 1898-1904 | |
| 68 | John Ellison# | 1.026 | 1966-1974 | |
| 69 | Tom Adams# | 1.024 | 1963-1975 | |
| 69 | Ron Boccia | 1.024 | 1951-1964 | |
| 69 | Armando Amador# | 1.024 | 1963-1975 | |
| 69 | Eddie Parker | 1.024 | 1956-1970 | |
| 73 | Jeff Pierce | 1.021 | 1882-1894 | |
| 74 | Karl Garrett | 1.020 | 1927-1941 | |
| 74 | Elias Schall | 1.020 | 1915-1919 | |
| 76 | Jimmy Milo | 1.019 | 1944-1956 | |
| 76 | Jim Horrigan | 1.019 | 1955-1970 | |
| 78 | Mickey Stallings | 1.018 | 1934-1942 | |
| 79 | Ron Somers# | 1.017 | 1968-1975 | |
| 80 | Eugene Lusk | 1.016 | 1917-1922 | |
| 81 | Ed Harper | 1.015 | 1925-1937 | |
| 81 | Mike Jeanty | 1.015 | 1947-1967 | |
| 83 | Danny Allen | 1.014 | 1950-1962 | |
| 83 | Bill Swafford | 1.014 | 1958-1969 | |
| 85 | Eddie McClellan | 1.013 | 1942-1949 | |
| 86 | Alex Robinson# | 1.012 | 1967-1975 | |
| 87 | Don Fox | 1.009 | 1957-1971 | |
| 87 | Ron Williams | 1.009 | 1955-1971 | |
| 87 | John Sledd# | 1.009 | 1968-1975 | |
| 87 | Terry Steuart | 1.009 | 1949-1969 | |
| 91 | Robert Bolen* | 1.008 | 1946-1963 | |
| 92 | Doc Theel | 1.007 | 1931-1946 | |
| 92 | Armando Carrillo | 1.007 | 1957-1970 | |
| 92 | Gabe Hoffman | 1.007 | 1882-1889 | |
| 92 | Chuck Hays | 1.007 | 1942-1952 | |
| 92 | Dan Casey | 1.007 | 1876-1885 | |
| 97 | Ben Lasker | 1.005 | 1946-1954 | |
| 97 | Giles Spain | 1.005 | 1890-1896 | |
| 97 | Ray Baum | 1.005 | 1957-1973 | |
| 100 | John Clark | 1.002 | 1882-1890 |
