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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 | Orlander 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 | Bob Raab# | 1.067 | 1963-1968 | |
| 19 | Monroe Winkler | 1.065 | 1907-1920 | |
| 20 | Jake Rogers | 1.062 | 1927-1946 | |
| 20 | Brown Alexander | 1.062 | 1905-1918 | |
| 22 | Rankin Meadows | 1.061 | 1941-1954 | |
| 23 | Dad Highland | 1.060 | 1901-1915 | |
| 24 | Neil Brian | 1.059 | 1922-1936 | |
| 25 | Clement Vail | 1.057 | 1914-1924 | |
| 26 | Monte Anderson | 1.054 | 1938-1949 | |
| 26 | Dick Nolte | 1.054 | 1887-1896 | |
| 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 | Steve Price# | 1.044 | 1961-1968 | |
| 33 | Doug Kroes | 1.044 | 1948-1965 | |
| 36 | Babe Bennett | 1.043 | 1943-1965 | |
| 36 | Dean Sullivan | 1.043 | 1906-1913 | |
| 36 | Jim Gober | 1.043 | 1932-1948 | |
| 39 | Phil Mellon | 1.042 | 1951-1963 | |
| 40 | Al Wallace | 1.040 | 1937-1949 | |
| 40 | Bingo Ritchie | 1.040 | 1914-1929 | |
| 42 | Harry Osborn | 1.039 | 1943-1965 | |
| 42 | Wellington MacKinley | 1.039 | 1919-1929 | |
| 42 | Davis Chambliss | 1.039 | 1900-1914 | |
| 45 | Tom Dowden | 1.038 | 1943-1948 | |
| 45 | Orin McCue | 1.038 | 1916-1925 | |
| 47 | Jon Stites | 1.035 | 1954-1966 | |
| 47 | Samuel Snell | 1.035 | 1909-1917 | |
| 47 | Lance DeWald | 1.035 | 1946-1965 | |
| 50 | Orange Koon | 1.034 | 1922-1937 | |
| 50 | Darryl Morton | 1.034 | 1952-1965 | |
| 52 | Adolph George | 1.033 | 1908-1922 | |
| 53 | Swanee Winter | 1.030 | 1915-1925 | |
| 54 | Charlie Steinberg | 1.028 | 1946-1967 | |
| 54 | Ron Williams# | 1.028 | 1955-1968 | |
| 56 | Jim Casavant | 1.027 | 1931-1941 | |
| 56 | Sam Tucker | 1.027 | 1917-1931 | |
| 56 | Granville Crenshaw | 1.027 | 1898-1904 | |
| 59 | Ron Boccia | 1.024 | 1951-1964 | |
| 60 | John Seidler# | 1.022 | 1958-1968 | |
| 61 | Jeff Pierce | 1.021 | 1882-1894 | |
| 62 | Karl Garrett | 1.020 | 1927-1941 | |
| 62 | Elias Schall | 1.020 | 1915-1919 | |
| 64 | Jimmy Milo | 1.019 | 1944-1956 | |
| 64 | Jim Horrigan# | 1.019 | 1955-1968 | |
| 66 | Mickey Stallings | 1.018 | 1934-1942 | |
| 67 | Terry Steuart# | 1.017 | 1949-1968 | |
| 68 | Eugene Lusk | 1.016 | 1917-1922 | |
| 69 | Ed Harper | 1.015 | 1925-1937 | |
| 69 | Mike Jeanty | 1.015 | 1947-1967 | |
| 71 | Danny Allen | 1.014 | 1950-1962 | |
| 72 | Eddie McClellan | 1.013 | 1942-1949 | |
| 73 | Don Fox# | 1.009 | 1957-1968 | |
| 73 | Ray Baum# | 1.009 | 1957-1968 | |
| 75 | Armando Carrillo# | 1.008 | 1957-1968 | |
| 75 | Irv Olson# | 1.008 | 1954-1968 | |
| 75 | Robert Bolen | 1.008 | 1946-1963 | |
| 78 | Doc Theel | 1.007 | 1931-1946 | |
| 78 | Gabe Hoffman | 1.007 | 1882-1889 | |
| 78 | Chuck Hays | 1.007 | 1942-1952 | |
| 78 | Dan Casey | 1.007 | 1876-1885 | |
| 82 | Ben Lasker | 1.005 | 1946-1954 | |
| 82 | Giles Spain | 1.005 | 1890-1896 | |
| 84 | John Clark | 1.002 | 1882-1890 | |
| 85 | Whitey White | 1.001 | 1925-1937 | |
| 85 | Dick Smith | 1.001 | 1876-1883 | |
| 87 | Tom McNeese# | 1.000 | 1946-1967 | |
| 88 | Glen Carpenter# | 0.999 | 1956-1968 | |
| 89 | Ed Fry | 0.998 | 1921-1930 | |
| 90 | Hugo Beyer | 0.997 | 1900-1908 | |
| 91 | Fred Dunn | 0.994 | 1929-1944 | |
| 91 | Pete Humphrey | 0.994 | 1922-1935 | |
| 91 | Dave Riley | 0.994 | 1881-1890 | |
| 91 | Sam Clemons | 0.994 | 1876-1886 | |
| 95 | Ralph King# | 0.993 | 1953-1968 | |
| 96 | Chris Wellington | 0.992 | 1899-1904 | |
| 97 | Gary Martin# | 0.989 | 1959-1968 | |
| 97 | Joseph Madison | 0.989 | 1895-1911 | |
| 99 | Bob Messinger# | 0.988 | 1956-1968 | |
| 99 | Red Bradley | 0.988 | 1931-1948 |
