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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | EFF | YEAR | Open Season Leaderboard |
|---|---|---|---|---|
| 1 | Eddie Rodgerson | 1.124 | 1922-1930 | |
| 2 | Leonard Ziegler | 1.103 | 1877-1883 | |
| 3 | Tom Taylor | 1.097 | 1928-1939 | |
| 4 | Glenn Tweed | 1.095 | 1922-1930 | |
| 5 | Bernie Trumaine | 1.091 | 1915-1925 | |
| 6 | Art Manos | 1.090 | 1916-1923 | |
| 7 | Chick Futrell | 1.089 | 1884-1901 | |
| 8 | Ed McCorkel | 1.079 | 1899-1910 | |
| 9 | Elmer Selders | 1.074 | 1886-1903 | |
| 9 | Lew Sharper | 1.074 | 1885-1896 | |
| 11 | Buck Torchon | 1.072 | 1910-1917 | |
| 12 | Bill Harbin | 1.063 | 1952-1962 | |
| 12 | Frank Jones | 1.063 | 1888-1896 | |
| 14 | John Campbell | 1.060 | 1881-1892 | |
| 14 | Joe Hill | 1.060 | 1882-1892 | |
| 16 | Rod Shearer | 1.059 | 1950-1973 | |
| 17 | Fred Washington | 1.058 | 1890-1898 | |
| 18 | Bill Morrison | 1.052 | 1950-1971 | |
| 18 | Pete Day | 1.052 | 1934-1949 | |
| 18 | Armando Estrada | 1.052 | 1956-1967 | |
| 21 | John Goodman | 1.050 | 1923-1927 | |
| 22 | Earl Howe | 1.049 | 1954-1971 | |
| 22 | Jason Burk | 1.049 | 1897-1906 | |
| 24 | Joe Thompson | 1.048 | 1882-1898 | |
| 25 | Fred Lainhart | 1.046 | 1955-1969 | |
| 25 | Al Eide | 1.046 | 1908-1919 | |
| 25 | Milo Almes | 1.046 | 1876-1892 | |
| 28 | Bill Tutwiler | 1.045 | 1956-1969 | |
| 29 | Hal Turner | 1.044 | 1916-1928 | |
| 30 | Danny Clark | 1.043 | 1917-1927 | |
| 31 | James Holmes | 1.042 | 1883-1895 | |
| 31 | Pat Davis# | 1.042 | 1961-1974 | |
| 31 | Jim Ross | 1.042 | 1916-1924 | |
| 34 | Jim Shelton | 1.041 | 1915-1932 | |
| 35 | Buzz McIlwain | 1.039 | 1950-1960 | |
| 36 | Jerry McMillan# | 1.038 | 1958-1974 | |
| 37 | Jack Linares | 1.037 | 1914-1922 | |
| 37 | Leon Drake | 1.037 | 1929-1948 | |
| 39 | Joe Brumfield | 1.036 | 1912-1920 | |
| 40 | Rats McGonigle | 1.035 | 1939-1960 | |
| 40 | Lou Allen | 1.035 | 1958-1971 | |
| 42 | Pat Adair | 1.034 | 1956-1969 | |
| 43 | George Reid | 1.032 | 1899-1917 | |
| 44 | Lou Balk | 1.030 | 1936-1945 | |
| 44 | Roy McGee# | 1.030 | 1962-1974 | |
| 44 | George Williams | 1.030 | 1892-1900 | |
| 47 | John Edwards# | 1.029 | 1963-1974 | |
| 48 | Ralph Johnson | 1.028 | 1946-1963 | |
| 49 | Babe Harris# | 1.027 | 1964-1974 | |
| 49 | Jacob Gray | 1.027 | 1885-1895 | |
| 49 | Ben Cheney | 1.027 | 1909-1918 | |
| 52 | Fritz Cameron | 1.026 | 1889-1905 | |
| 53 | Buddy Miller# | 1.025 | 1951-1974 | |
| 53 | Dan Rhodes | 1.025 | 1909-1916 | |
| 55 | Bob McNall# | 1.024 | 1968-1974 | |
| 56 | Bill Greene | 1.023 | 1940-1952 | |
| 56 | Joe Phelan | 1.023 | 1890-1904 | |
| 56 | Hank Cox | 1.023 | 1907-1911 | |
| 59 | Quinton Vincent# | 1.022 | 1968-1974 | |
| 59 | Frank Lightbody | 1.022 | 1928-1942 | |
| 59 | Freeman Rogers* | 1.022 | 1886-1906 | |
| 62 | Jimmy Massey* | 1.021 | 1893-1907 | |
| 63 | Bob Starr# | 1.020 | 1963-1974 | |
| 63 | Ray Buckner | 1.020 | 1918-1928 | |
| 65 | George Blankenship | 1.019 | 1887-1900 | |
| 66 | Bill Craigen* | 1.018 | 1899-1917 | |
| 66 | Steve Prather# | 1.018 | 1967-1974 | |
| 66 | Sam Forrester# | 1.018 | 1964-1974 | |
| 69 | Rick Masters | 1.017 | 1951-1966 | |
| 69 | Cliff Moss | 1.017 | 1928-1945 | |
| 69 | Johnny Terrell | 1.017 | 1893-1898 | |
| 69 | Earl Skains# | 1.017 | 1966-1974 | |
| 69 | Andy Babel# | 1.017 | 1966-1974 | |
| 74 | Frank Robinson | 1.016 | 1896-1907 | |
| 74 | Jim Underwood | 1.016 | 1901-1907 | |
| 74 | George Henderson | 1.016 | 1907-1918 | |
| 74 | Bill McMurtrie | 1.016 | 1908-1925 | |
| 78 | Bill Barrett* | 1.015 | 1938-1960 | |
| 79 | Fred Davis# | 1.014 | 1962-1974 | |
| 80 | Bobby Barrell* | 1.013 | 1931-1952 | |
| 80 | Joseph Turner | 1.013 | 1893-1905 | |
| 80 | Artie Summers | 1.013 | 1899-1907 | |
| 80 | Bobby Martinez# | 1.013 | 1962-1974 | |
| 84 | Ed MacNaughton# | 1.012 | 1962-1974 | |
| 84 | Ed Bogan# | 1.012 | 1966-1974 | |
| 86 | Charlie Moore | 1.011 | 1895-1909 | |
| 87 | Gianfranco Vaccarini# | 1.010 | 1968-1974 | |
| 87 | Jackie Daniels# | 1.010 | 1970-1974 | |
| 89 | Hal Lane# | 1.009 | 1963-1974 | |
| 89 | Ike Barnett# | 1.009 | 1972-1974 | |
| 91 | Edwin Hackberry* | 1.008 | 1946-1969 | |
| 91 | Don Benford | 1.008 | 1916-1925 | |
| 91 | Rudy Powell | 1.008 | 1909-1918 | |
| 94 | Jim Hendricks# | 1.007 | 1966-1974 | |
| 94 | George Zimmerman | 1.007 | 1909-1917 | |
| 96 | Bobby Bond | 1.006 | 1930-1943 | |
| 96 | Jim Stogner# | 1.006 | 1967-1974 | |
| 96 | Abel Man | 1.006 | 1927-1937 | |
| 96 | Woody Pike | 1.006 | 1917-1924 | |
| 100 | Ray Moore | 1.005 | 1911-1921 |
