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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | EFF | YEAR | Open Career Leaderboard |
|---|---|---|---|---|
| 1 | James Johnson | 1.235 | 1882 | |
| 2 | Rob Torry | 1.225 | 1884 | |
| 3 | Henri Bastien# | 1.215 | 1884 | |
| 4 | Hollis Gander | 1.187 | 1883 | |
| 5 | Joe Brehm | 1.173 | 1882 | |
| 6 | Hollis Gander | 1.147 | 1884 | |
| 7 | Oscar Atkinson# | 1.140 | 1889 | |
| 8 | Hollis Gander | 1.133 | 1882 | |
| 9 | David Doyle# | 1.116 | 1885 | |
| 10 | Jasper Bonner# | 1.101 | 1886 | |
| 11 | Johnny Robertson | 1.096 | 1884 | |
| 11 | Joe Bromley# | 1.096 | 1886 | |
| 13 | Oscar Curley# | 1.087 | 1885 | |
| 14 | Joe Bromley# | 1.084 | 1883 | |
| 15 | Alfred Marks# | 1.080 | 1889 | |
| 16 | Joe Bromley# | 1.071 | 1885 | |
| 17 | Levi Mueller# | 1.069 | 1889 | |
| 18 | Ed Fobbs# | 1.067 | 1886 | |
| 19 | Alfred Marks# | 1.064 | 1890 | |
| 20 | Clar Acheson# | 1.061 | 1890 | |
| 21 | Levi Mueller# | 1.060 | 1888 | |
| 22 | Lew Clancy# | 1.059 | 1888 | |
| 23 | Lew Clancy# | 1.058 | 1885 | |
| 24 | Lew Clancy# | 1.050 | 1889 | |
| 25 | Oscar Atkinson# | 1.042 | 1888 | |
| 26 | Elmer Gleason# | 1.040 | 1890 | |
| 27 | Joe Bromley# | 1.039 | 1887 | |
| 28 | Joe Bromley# | 1.029 | 1888 | |
| 29 | Joe Bromley# | 1.028 | 1884 | |
| 30 | Paul Moton | 1.025 | 1886 | |
| 31 | Levi Mueller# | 1.023 | 1890 | |
| 32 | Levi Mueller# | 1.022 | 1887 | |
| 33 | Bob Seigle# | 1.014 | 1889 | |
| 34 | Paul Moton | 1.011 | 1888 | |
| 35 | Al Lynn# | 1.010 | 1887 | |
| 36 | Oscar Foster# | 1.007 | 1883 | |
| 37 | Gene Barrett# | 1.002 | 1890 | |
| 38 | Harry Hall# | 1.001 | 1885 | |
| 39 | Bob Seigle# | 0.996 | 1887 | |
| 39 | Otis Watters# | 0.996 | 1887 | |
| 39 | Paul Moton | 0.996 | 1887 | |
| 42 | Oscar Curley# | 0.991 | 1883 | |
| 43 | Lew Clancy# | 0.989 | 1886 | |
| 44 | Paul Moton | 0.987 | 1885 | |
| 45 | Harry Hall# | 0.986 | 1886 | |
| 46 | Johnny Robertson | 0.983 | 1883 | |
| 47 | Jack Rawlins# | 0.982 | 1890 | |
| 48 | Lewis Netterville | 0.981 | 1884 | |
| 49 | Bob Seigle# | 0.976 | 1888 | |
| 50 | James Clark | 0.974 | 1886 | |
| 51 | Milo Rogers | 0.960 | 1883 | |
| 52 | Lew Clancy# | 0.957 | 1883 | |
| 53 | Harry Hall# | 0.955 | 1890 | |
| 54 | Walt McGee# | 0.952 | 1889 | |
| 55 | Lew Clancy# | 0.949 | 1887 | |
| 56 | Otis Watters# | 0.943 | 1888 | |
| 56 | Joe Bromley# | 0.943 | 1882 | |
| 58 | Lew Schroeder# | 0.939 | 1882 | |
| 59 | David Doyle# | 0.937 | 1889 | |
| 60 | Frank Harmon# | 0.930 | 1890 | |
| 61 | Lew Clancy# | 0.927 | 1884 | |
| 62 | Elmer Burnette | 0.926 | 1888 | |
| 63 | Harry Hamm# | 0.922 | 1887 | |
| 64 | Otis Watters# | 0.915 | 1889 | |
| 65 | Oscar Curley# | 0.911 | 1884 | |
| 66 | Mike Flynn# | 0.903 | 1886 | |
| 67 | Lew Schroeder# | 0.896 | 1883 | |
| 68 | David Doyle# | 0.895 | 1884 | |
| 69 | Harry Hamm# | 0.877 | 1886 | |
| 70 | Levi Mueller# | 0.863 | 1886 | |
| 71 | Emanuel Loftin | 0.833 | 1885 | |
| 72 | Oscar Foster# | 0.787 | 1882 | |
| 73 | Charles Brown | 0.783 | 1885 | |
| 74 | Emanuel Loftin | 0.739 | 1884 |
