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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | EFF | YEAR | Open Career Leaderboard |
|---|---|---|---|---|
| 1 | Martin Bidwell# | 1.084 | 1885 | |
| 2 | Martin Bidwell# | 1.073 | 1886 | |
| 3 | Gus Copeland# | 1.064 | 1887 | |
| 3 | Martin Bidwell# | 1.064 | 1887 | |
| 5 | Martin Bidwell# | 1.062 | 1890 | |
| 6 | Martin Bidwell# | 1.056 | 1889 | |
| 7 | James Wells | 1.055 | 1882 | |
| 7 | Will Stone# | 1.055 | 1889 | |
| 9 | Martin Bidwell# | 1.049 | 1888 | |
| 10 | Gus Copeland# | 1.047 | 1890 | |
| 11 | Dave Greenblatt | 1.044 | 1883 | |
| 11 | Gus Copeland# | 1.044 | 1888 | |
| 13 | Ray Miser# | 1.038 | 1886 | |
| 13 | Sam Buteau# | 1.038 | 1885 | |
| 13 | Frank McCabe# | 1.038 | 1888 | |
| 16 | Ray Miser# | 1.035 | 1887 | |
| 17 | Harry Hall# | 1.033 | 1883 | |
| 18 | David McDuffie# | 1.030 | 1885 | |
| 19 | Sam Buteau# | 1.028 | 1884 | |
| 19 | Oliver Cushing# | 1.028 | 1890 | |
| 21 | Sam Carter | 1.026 | 1884 | |
| 22 | Ray Miser# | 1.024 | 1890 | |
| 23 | Jack Johnson | 1.018 | 1884 | |
| 23 | Walt McGee# | 1.018 | 1888 | |
| 25 | Sam Carter | 1.017 | 1882 | |
| 26 | Gene Ellerbe# | 1.016 | 1890 | |
| 27 | Lou Curzon# | 1.015 | 1886 | |
| 28 | Ray Miser# | 1.014 | 1888 | |
| 28 | Silas Allen | 1.014 | 1886 | |
| 30 | Jack Johnson | 1.013 | 1885 | |
| 31 | Frank Moorman | 1.010 | 1883 | |
| 32 | George Maroney# | 1.008 | 1886 | |
| 33 | Ed Ballard# | 1.007 | 1890 | |
| 34 | Ed Austin# | 1.006 | 1889 | |
| 34 | Paul Dexter# | 1.006 | 1889 | |
| 36 | Oscar Faust | 1.005 | 1884 | |
| 37 | Tom Volk# | 1.004 | 1888 | |
| 37 | Ed Austin# | 1.004 | 1887 | |
| 39 | Will Donovan# | 1.003 | 1884 | |
| 40 | Gus Copeland# | 1.000 | 1884 | |
| 40 | Dan Theobald# | 1.000 | 1882 | |
| 42 | Harvey Gibbons# | 0.998 | 1884 | |
| 43 | Al Myrick | 0.995 | 1883 | |
| 44 | Sam Carter | 0.994 | 1883 | |
| 45 | Dan Colby# | 0.992 | 1884 | |
| 46 | Jack Rawlins# | 0.990 | 1887 | |
| 47 | Pete Harris | 0.989 | 1882 | |
| 48 | Will Tucker# | 0.984 | 1883 | |
| 49 | Harvey Gibbons# | 0.982 | 1886 | |
| 49 | Nate Locke# | 0.982 | 1885 | |
| 51 | Paul Dexter# | 0.980 | 1888 | |
| 51 | Jack Johnson | 0.980 | 1882 | |
| 53 | Charlie McCleod | 0.974 | 1888 | |
| 54 | Nate Locke# | 0.972 | 1884 | |
| 55 | Johnny Ellison | 0.969 | 1889 | |
| 56 | George Ellis | 0.967 | 1883 | |
| 57 | Nate Locke# | 0.963 | 1887 | |
| 58 | Danny Leary | 0.960 | 1885 | |
| 59 | Roy Forsyth# | 0.955 | 1890 | |
| 59 | Ray Miser# | 0.955 | 1889 | |
| 59 | George Ellis | 0.955 | 1884 | |
| 62 | Dan Theobald# | 0.953 | 1883 | |
| 63 | Elmer Meier# | 0.951 | 1887 | |
| 64 | Will Donovan# | 0.950 | 1885 | |
| 65 | George Ellis | 0.948 | 1885 | |
| 65 | Will Tucker# | 0.948 | 1882 | |
| 67 | Charlie Rodgers | 0.945 | 1887 | |
| 68 | Walt Harkness# | 0.941 | 1887 | |
| 68 | Nate Locke# | 0.941 | 1886 | |
| 70 | Gene Ellerbe# | 0.938 | 1889 | |
| 71 | Will Donovan# | 0.935 | 1886 | |
| 72 | George Smith | 0.887 | 1888 | |
| 73 | Elias Renshaw# | 0.875 | 1890 |
