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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | EFF | YEAR | Open Season Leaderboard |
|---|---|---|---|---|
| 1 | Bones Ely | 1.110 | 1884-1902 | |
| 1 | Billy Clingman | 1.110 | 1890-1903 | |
| 3 | Lee Tannehill | 1.082 | 1903-1912 | |
| 4 | Joe Tinker# | 1.071 | 1902-1915 | |
| 5 | Rabbit Maranville# | 1.063 | 1912-1915 | |
| 6 | John Knight | 1.053 | 1905-1913 | |
| 7 | Art Fletcher# | 1.051 | 1909-1915 | |
| 8 | Bobby Wallace# | 1.050 | 1894-1915 | |
| 9 | Terry Turner# | 1.049 | 1901-1915 | |
| 10 | Roger Peckinpaugh# | 1.047 | 1910-1915 | |
| 11 | Kid Elberfeld | 1.042 | 1898-1914 | |
| 12 | Freddy Parent | 1.037 | 1899-1911 | |
| 13 | Buck Weaver# | 1.028 | 1912-1915 | |
| 13 | Herman Long | 1.028 | 1889-1904 | |
| 13 | Grant Johnson | 1.028 | 1895-1914 | |
| 16 | Tom Downey | 1.027 | 1909-1912 | |
| 17 | Honus Wagner# | 1.026 | 1897-1915 | |
| 18 | Wid Conroy | 1.019 | 1901-1911 | |
| 18 | Jack Barry# | 1.019 | 1908-1915 | |
| 18 | Bill Dahlen | 1.019 | 1891-1911 | |
| 21 | George McBride# | 1.018 | 1901-1915 | |
| 22 | Neal Ball | 1.017 | 1907-1913 | |
| 23 | Donie Bush# | 1.016 | 1908-1915 | |
| 24 | Ashes Jackson | 1.013 | 1909-1912 | |
| 25 | Bill Monroe | 0.997 | 1899-1913 | |
| 26 | George Davis | 0.986 | 1890-1909 | |
| 27 | Alfredo Cabrera# | 0.985 | 1901-1915 | |
| 28 | Eddie Foster# | 0.959 | 1911-1915 | |
| 29 | Tommy Corcoran | 0.957 | 1890-1907 | |
| 30 | Pelayo Chacon# | 0.955 | 1909-1915 | |
| 31 | George Magoon | 0.951 | 1898-1903 | |
| 31 | John Henry Lloyd# | 0.951 | 1906-1915 | |
| 33 | Monte Cross | 0.946 | 1892-1907 | |
| 34 | Al Bridwell | 0.945 | 1905-1913 | |
| 35 | Danny Shay | 0.941 | 1901-1906 | |
| 36 | Frank Scheibeck | 0.933 | 1887-1905 | |
| 37 | Rudy Hulswitt | 0.930 | 1902-1910 | |
| 38 | Ed Abbaticchio | 0.928 | 1897-1910 | |
| 39 | Dave Altizer | 0.922 | 1906-1911 | |
| 40 | Ray Chapman# | 0.908 | 1912-1915 | |
| 41 | Hughie Jennings | 0.860 | 1891-1912 | |
| 42 | Gene DeMontreville | 0.763 | 1894-1904 | |
| 43 | Frank Shugart | 0.000 | 1890-1901 |
