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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | EFF | YEAR | Open Career Leaderboard |
|---|---|---|---|---|
| 1 | Moses Benjamin | 1.309 | 1884 | |
| 2 | Cornelius Quimby# | 1.264 | 1885 | |
| 3 | Cal Middleton# | 1.248 | 1884 | |
| 4 | Cornelius Quimby# | 1.223 | 1890 | |
| 5 | Cornelius Quimby# | 1.208 | 1886 | |
| 6 | Cornelius Quimby# | 1.202 | 1887 | |
| 7 | Cornelius Quimby# | 1.183 | 1884 | |
| 8 | John Patrick | 1.172 | 1883 | |
| 9 | Otis Wentworth# | 1.171 | 1888 | |
| 10 | Moses Benjamin | 1.153 | 1883 | |
| 11 | Glenn Fittan | 1.150 | 1878 | |
| 12 | Cyrus McKelvie# | 1.142 | 1884 | |
| 13 | Ed Monahan# | 1.137 | 1887 | |
| 14 | Moses Benjamin | 1.122 | 1886 | |
| 15 | Hugo Lamb | 1.117 | 1880 | |
| 16 | Milton Gatlin# | 1.116 | 1888 | |
| 17 | Jimmie Casimir | 1.113 | 1885 | |
| 18 | Cliff Holland | 1.111 | 1879 | |
| 18 | Cal Middleton# | 1.111 | 1883 | |
| 20 | Otis Wentworth# | 1.107 | 1889 | |
| 21 | Cal Middleton# | 1.100 | 1888 | |
| 22 | Cal Middleton# | 1.097 | 1886 | |
| 23 | Eddie Jackson | 1.085 | 1886 | |
| 24 | Eddie Jackson | 1.080 | 1884 | |
| 24 | David Meehan# | 1.080 | 1889 | |
| 26 | Cornelius Quimby# | 1.074 | 1888 | |
| 27 | Judson Perry | 1.065 | 1885 | |
| 27 | Moses Benjamin | 1.065 | 1885 | |
| 29 | Hugh Weaver# | 1.064 | 1890 | |
| 30 | Joe Whitcomb# | 1.062 | 1878 | |
| 31 | Cornelius Quimby# | 1.058 | 1882 | |
| 31 | Cornelius Quimby# | 1.058 | 1881 | |
| 33 | Elmer Aubert# | 1.057 | 1889 | |
| 34 | Otto Keating# | 1.056 | 1889 | |
| 35 | Cal Middleton# | 1.054 | 1887 | |
| 35 | Milton Beach# | 1.054 | 1883 | |
| 37 | Charlie DeVault | 1.053 | 1887 | |
| 38 | Elmer Aubert# | 1.044 | 1890 | |
| 39 | Joe Whitcomb# | 1.033 | 1876 | |
| 39 | Cyrus McKelvie# | 1.033 | 1881 | |
| 41 | Milton Gatlin# | 1.021 | 1890 | |
| 41 | Nate Maston# | 1.021 | 1887 | |
| 41 | Moses Benjamin | 1.021 | 1882 | |
| 44 | Glenn Fittan | 1.019 | 1880 | |
| 45 | Cal Middleton# | 1.018 | 1889 | |
| 46 | Ben Milon | 1.017 | 1876 | |
| 47 | Hal Ryder# | 1.011 | 1890 | |
| 48 | Milton Gatlin# | 1.008 | 1889 | |
| 49 | Glenn Fittan | 1.004 | 1881 | |
| 50 | Otto Keating# | 1.000 | 1888 | |
| 51 | Andy Stanhope# | 0.999 | 1885 | |
| 52 | Steve Airington | 0.995 | 1883 | |
| 53 | Elmer Aubert# | 0.986 | 1888 | |
| 54 | Joe Whitcomb# | 0.966 | 1883 | |
| 54 | Hugo Lamb | 0.966 | 1877 | |
| 56 | Steve Airington | 0.964 | 1876 | |
| 57 | Cal Jones | 0.945 | 1876 | |
| 57 | Hugo Lamb | 0.945 | 1879 | |
| 59 | Nate Galvin# | 0.932 | 1887 | |
| 60 | Cliff Holland | 0.928 | 1876 | |
| 60 | Nate Galvin# | 0.928 | 1889 | |
| 60 | Elmer Aubert# | 0.928 | 1887 | |
| 63 | Joe Whitcomb# | 0.925 | 1877 | |
| 64 | Ben Gladstone | 0.922 | 1879 | |
| 65 | Otis Wentworth# | 0.920 | 1884 | |
| 66 | Glenn Fittan | 0.919 | 1882 | |
| 67 | Oscar Featherstone# | 0.917 | 1888 | |
| 68 | Otis Wentworth# | 0.915 | 1886 | |
| 69 | Eddie Jackson | 0.913 | 1885 | |
| 69 | Theo Black# | 0.913 | 1881 | |
| 71 | Cliff Holland | 0.910 | 1878 | |
| 71 | Otis Wentworth# | 0.910 | 1887 | |
| 73 | Eddie Jackson | 0.909 | 1882 | |
| 74 | Cal Middleton# | 0.907 | 1881 | |
| 75 | Jean Beckwith# | 0.894 | 1890 | |
| 76 | Ed Monahan# | 0.888 | 1889 | |
| 76 | Nate Maston# | 0.888 | 1890 | |
| 78 | Otis Wentworth# | 0.878 | 1885 | |
| 79 | Harry Hamm# | 0.877 | 1885 | |
| 80 | Jimmy Graham | 0.870 | 1880 | |
| 81 | Eddie Jackson | 0.868 | 1883 | |
| 82 | Dan Colby# | 0.867 | 1882 | |
| 83 | Harry Coady# | 0.847 | 1886 | |
| 84 | Walt McKinnon# | 0.839 | 1884 | |
| 85 | Ephraim Gallagher# | 0.831 | 1881 | |
| 86 | Samuel Schuyler | 0.830 | 1877 | |
| 87 | Vic Nesbitt# | 0.829 | 1890 | |
| 88 | Jimmy Graham | 0.826 | 1879 | |
| 89 | Otis Wentworth# | 0.815 | 1879 | |
| 90 | Nate Galvin# | 0.813 | 1888 | |
| 91 | Cliff Holland | 0.810 | 1877 | |
| 92 | Glenn Fittan | 0.808 | 1879 | |
| 93 | Lou Lindley# | 0.807 | 1882 | |
| 94 | Rick Roy | 0.798 | 1882 | |
| 95 | Cal Middleton# | 0.797 | 1880 | |
| 96 | Cornelius Quimby# | 0.796 | 1878 | |
| 97 | Theo Black# | 0.783 | 1884 | |
| 98 | Elmer Aubert# | 0.774 | 1885 | |
| 99 | Bill Miller | 0.772 | 1878 | |
| 100 | Art Phelps# | 0.770 | 1882 |
