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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | EFF | YEAR | Open Career Leaderboard |
|---|---|---|---|---|
| 1 | Charles Underwood | 1.223 | 1878 | |
| 2 | Pat Ramsey | 1.217 | 1878 | |
| 3 | Al Sanderson | 1.201 | 1879 | |
| 4 | Roger Frace | 1.200 | 1876 | |
| 5 | Bob Moore | 1.180 | 1876 | |
| 6 | Jack Wakeham | 1.165 | 1880 | |
| 7 | Charles Underwood | 1.162 | 1884 | |
| 8 | Charlie Dozier | 1.155 | 1884 | |
| 8 | Mike Atwell | 1.155 | 1876 | |
| 10 | Ed Moffitt# | 1.150 | 1885 | |
| 10 | Dan Mitchell# | 1.150 | 1889 | |
| 12 | Ed Moffitt# | 1.132 | 1887 | |
| 13 | Al Sanderson | 1.126 | 1880 | |
| 14 | Frank Daniels# | 1.125 | 1890 | |
| 14 | Charles Underwood | 1.125 | 1877 | |
| 16 | Cal Hoffmann# | 1.122 | 1889 | |
| 17 | Ronald Houp | 1.120 | 1879 | |
| 18 | Edgar Woodard# | 1.119 | 1883 | |
| 19 | Charles Underwood | 1.117 | 1879 | |
| 19 | Ed Moffitt# | 1.117 | 1886 | |
| 21 | Bob Moore | 1.116 | 1877 | |
| 22 | Ronald Houp | 1.111 | 1880 | |
| 23 | Pat Ramsey | 1.110 | 1885 | |
| 24 | Ed Moffitt# | 1.100 | 1882 | |
| 25 | Cal Hoffmann# | 1.099 | 1884 | |
| 25 | Charlie Dozier | 1.099 | 1883 | |
| 27 | Jack Wakeham | 1.094 | 1877 | |
| 28 | Ed Moffitt# | 1.090 | 1883 | |
| 29 | Charles Underwood | 1.086 | 1876 | |
| 29 | Ed Moffitt# | 1.086 | 1881 | |
| 31 | Silas Harper# | 1.079 | 1886 | |
| 31 | Pat Ramsey | 1.079 | 1877 | |
| 33 | Jeff Work | 1.078 | 1882 | |
| 34 | Ken Tarran | 1.075 | 1882 | |
| 35 | Charles Underwood | 1.072 | 1882 | |
| 36 | Dan Mitchell# | 1.066 | 1888 | |
| 37 | Edgar Woodard# | 1.064 | 1886 | |
| 38 | Cal Hoffmann# | 1.063 | 1883 | |
| 39 | Cal Hoffmann# | 1.060 | 1888 | |
| 40 | Charles Underwood | 1.059 | 1883 | |
| 40 | Hank Seidel# | 1.059 | 1882 | |
| 40 | Henri Bastien# | 1.059 | 1886 | |
| 43 | Lou Richter# | 1.055 | 1890 | |
| 44 | Edgar Woodard# | 1.053 | 1884 | |
| 44 | Frank Daniels# | 1.053 | 1889 | |
| 46 | Ed Moffitt# | 1.051 | 1889 | |
| 47 | Dan Mitchell# | 1.047 | 1887 | |
| 48 | Frank Daniels# | 1.045 | 1887 | |
| 48 | Silas Harper# | 1.045 | 1888 | |
| 50 | Charles Underwood | 1.043 | 1881 | |
| 51 | Sam George | 1.041 | 1880 | |
| 51 | Dan Mitchell# | 1.041 | 1886 | |
| 53 | Ed Stark# | 1.038 | 1890 | |
| 54 | Ken Tarran | 1.030 | 1881 | |
| 55 | Al Sanderson | 1.029 | 1881 | |
| 56 | John Martin | 1.028 | 1885 | |
| 57 | Frank Daniels# | 1.023 | 1888 | |
| 58 | Cal Hoffmann# | 1.011 | 1887 | |
| 58 | Charlie Dozier | 1.011 | 1885 | |
| 60 | Ed Moffitt# | 1.010 | 1888 | |
| 61 | Silas Harper# | 1.007 | 1887 | |
| 62 | Edgar Woodard# | 1.000 | 1889 | |
| 63 | Gene Deschamps# | 0.999 | 1884 | |
| 64 | Sam Kelly# | 0.997 | 1884 | |
| 64 | Duane Chilson | 0.997 | 1878 | |
| 66 | Bob Moore | 0.995 | 1879 | |
| 66 | Rowland Wilson | 0.995 | 1878 | |
| 68 | Dan Moriarty# | 0.986 | 1885 | |
| 69 | Henry Tegtmeyer | 0.983 | 1880 | |
| 70 | Tom Gagnon# | 0.981 | 1887 | |
| 71 | Cornelius Quimby# | 0.980 | 1883 | |
| 72 | Elmer Sparks# | 0.978 | 1890 | |
| 73 | Tom Gagnon# | 0.975 | 1890 | |
| 74 | Jack O'Brien | 0.972 | 1876 | |
| 74 | Sam George | 0.972 | 1881 | |
| 74 | Dan Moriarty# | 0.972 | 1890 | |
| 77 | Edgar Woodard# | 0.967 | 1888 | |
| 78 | Will Marsh# | 0.960 | 1890 | |
| 79 | Rob Torry | 0.951 | 1887 | |
| 80 | Sam Kelly# | 0.949 | 1885 | |
| 81 | Charlie Dozier | 0.948 | 1882 | |
| 82 | Dan Moriarty# | 0.942 | 1887 | |
| 83 | Rufus Smiley | 0.939 | 1879 | |
| 84 | Rowland Wilson | 0.932 | 1881 | |
| 85 | Roger Frace | 0.929 | 1879 | |
| 86 | Ed Moffitt# | 0.928 | 1880 | |
| 87 | Cal Jones | 0.923 | 1881 | |
| 88 | Edgar Woodard# | 0.915 | 1885 | |
| 89 | Ephraim Gallagher# | 0.913 | 1886 | |
| 90 | John Martin | 0.911 | 1887 | |
| 91 | Fred Mathews | 0.908 | 1888 | |
| 91 | John Martin | 0.908 | 1888 | |
| 93 | Cal Hoffmann# | 0.907 | 1886 | |
| 94 | Ephraim Gallagher# | 0.902 | 1889 | |
| 95 | Paul Bell | 0.892 | 1878 | |
| 96 | Al Sanderson | 0.891 | 1878 | |
| 97 | George Rooney# | 0.886 | 1884 | |
| 98 | Johnny Bowens | 0.879 | 1881 | |
| 99 | Al Chatman# | 0.876 | 1889 | |
| 100 | Al Myers | 0.875 | 1885 |
