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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | EFF | YEAR | Open Career Leaderboard |
|---|---|---|---|---|
| 1 | Oscar Featherstone# | 1.188 | 1883 | |
| 2 | Abel Schmidt# | 1.180 | 1883 | |
| 3 | Abel Schmidt# | 1.163 | 1884 | |
| 4 | Frank Maher# | 1.153 | 1883 | |
| 5 | Oscar Featherstone# | 1.148 | 1884 | |
| 6 | Hiram Neely# | 1.134 | 1882 | |
| 6 | Hugh McCray# | 1.134 | 1890 | |
| 8 | Joe Amaker | 1.133 | 1884 | |
| 9 | Gene Kruger# | 1.125 | 1888 | |
| 10 | Gene Kruger# | 1.121 | 1889 | |
| 11 | Frank Maher# | 1.115 | 1884 | |
| 12 | George Rooney# | 1.111 | 1887 | |
| 13 | Silas Hartley# | 1.110 | 1886 | |
| 14 | Oscar Engel# | 1.109 | 1886 | |
| 15 | Charlie Earle | 1.107 | 1885 | |
| 16 | Henri Bastien# | 1.106 | 1890 | |
| 17 | Percy Fretwell# | 1.103 | 1889 | |
| 18 | George Rooney# | 1.100 | 1888 | |
| 19 | George Rooney# | 1.095 | 1889 | |
| 19 | Joe Cook | 1.095 | 1885 | |
| 21 | Joe Cook | 1.090 | 1886 | |
| 22 | George Rooney# | 1.089 | 1890 | |
| 23 | Joe Cook | 1.070 | 1887 | |
| 24 | Frank Maher# | 1.067 | 1888 | |
| 25 | Walt Koenig# | 1.065 | 1889 | |
| 26 | Steve Benham# | 1.054 | 1890 | |
| 27 | George Rooney# | 1.044 | 1886 | |
| 28 | Oscar Engel# | 1.040 | 1889 | |
| 29 | Frank Maher# | 1.039 | 1887 | |
| 30 | Oscar Engel# | 1.038 | 1887 | |
| 31 | Percy Fretwell# | 1.028 | 1890 | |
| 32 | Sam Richardson | 1.027 | 1885 | |
| 33 | Steve Benham# | 1.017 | 1889 | |
| 34 | Tommy Avery | 1.015 | 1882 | |
| 35 | Elmer Filer | 1.002 | 1882 | |
| 35 | Oscar Featherstone# | 1.002 | 1885 | |
| 37 | Lewis Netterville | 0.991 | 1882 | |
| 38 | Oscar Engel# | 0.981 | 1890 | |
| 39 | Tom Moran# | 0.979 | 1886 | |
| 40 | Bill Miller | 0.976 | 1882 | |
| 41 | Sam Lovette | 0.968 | 1888 | |
| 42 | Tom Moran# | 0.958 | 1885 | |
| 43 | Peter Bradley | 0.955 | 1885 | |
| 44 | Dan Hawley# | 0.954 | 1883 | |
| 45 | Len Cooper | 0.950 | 1887 | |
| 46 | Oscar Engel# | 0.947 | 1888 | |
| 47 | Nate Hill# | 0.944 | 1888 | |
| 48 | Vic VanAlstyne# | 0.941 | 1884 | |
| 48 | Fred Wilkins# | 0.941 | 1887 | |
| 50 | Tim Clements | 0.931 | 1882 | |
| 51 | Lewis Netterville | 0.928 | 1883 | |
| 52 | Frank Maher# | 0.924 | 1886 | |
| 53 | Frank Maher# | 0.923 | 1885 | |
| 53 | Len Cooper | 0.923 | 1888 | |
| 55 | Walt Harkness# | 0.915 | 1885 | |
| 56 | Harry Hall# | 0.912 | 1884 | |
| 56 | Mike Davis | 0.912 | 1888 | |
| 58 | Sam Richardson | 0.911 | 1884 | |
| 59 | Nate Hill# | 0.910 | 1887 | |
| 60 | Mike Davis | 0.903 | 1887 | |
| 61 | Ram Page | 0.902 | 1884 | |
| 62 | Hal Simon# | 0.897 | 1890 | |
| 63 | Elmer Filer | 0.884 | 1883 | |
| 64 | Walt Harkness# | 0.880 | 1884 | |
| 65 | Walt Harkness# | 0.877 | 1883 | |
| 66 | Mike Davis | 0.872 | 1886 | |
| 67 | James Johnson | 0.868 | 1886 | |
| 68 | Peter Bradley | 0.855 | 1883 | |
| 69 | Peter Bradley | 0.837 | 1884 | |
| 70 | Mike Flynn# | 0.829 | 1889 | |
| 71 | Neil McNair# | 0.826 | 1889 | |
| 72 | Nate Hill# | 0.806 | 1889 | |
| 73 | Steve Neal# | 0.790 | 1890 |
