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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | EFF | YEAR | Open Career Leaderboard |
|---|---|---|---|---|
| 1 | Gus Copeland# | 1.087 | 1885 | |
| 2 | Tom Newcomb# | 1.085 | 1888 | |
| 3 | Walt Ray# | 1.079 | 1886 | |
| 4 | Leonard Ziegler | 1.069 | 1884 | |
| 4 | Charles Brown | 1.069 | 1884 | |
| 6 | Neil McNair# | 1.067 | 1884 | |
| 7 | Neil McNair# | 1.049 | 1885 | |
| 8 | Sam Smith | 1.042 | 1887 | |
| 9 | Walt Ray# | 1.041 | 1885 | |
| 9 | Irving Sullivan# | 1.041 | 1883 | |
| 11 | Ed Bannister# | 1.038 | 1888 | |
| 12 | Will Donovan# | 1.037 | 1883 | |
| 12 | Herbert Simpson# | 1.037 | 1889 | |
| 12 | Neil McNair# | 1.037 | 1883 | |
| 15 | Nate Locke# | 1.035 | 1889 | |
| 16 | John Dorce | 1.033 | 1884 | |
| 17 | Walt Ray# | 1.030 | 1887 | |
| 18 | Jim Rockwell# | 1.029 | 1890 | |
| 19 | Lou Quinn# | 1.027 | 1882 | |
| 20 | Luther Smallwood | 1.026 | 1884 | |
| 20 | Frederic Kennedy | 1.026 | 1883 | |
| 22 | Fred Parmelee# | 1.025 | 1890 | |
| 22 | Walt Ray# | 1.025 | 1890 | |
| 22 | Frank McGrath# | 1.025 | 1890 | |
| 22 | Neil McNair# | 1.025 | 1886 | |
| 22 | George Ellis | 1.025 | 1887 | |
| 27 | Luther Smallwood | 1.024 | 1885 | |
| 28 | Gus Copeland# | 1.023 | 1886 | |
| 29 | Danny Braxton | 1.022 | 1887 | |
| 30 | Walt Ray# | 1.018 | 1889 | |
| 30 | Vic VanAlstyne# | 1.018 | 1889 | |
| 32 | Tom Ford | 1.016 | 1884 | |
| 33 | Ben McPhail# | 1.014 | 1885 | |
| 34 | Nate Hauser# | 1.012 | 1886 | |
| 35 | Neil McNair# | 1.010 | 1887 | |
| 35 | Silas Keane# | 1.010 | 1889 | |
| 37 | Lou Quinn# | 1.009 | 1883 | |
| 37 | Ben Hyde# | 1.009 | 1887 | |
| 39 | Walt Ray# | 1.008 | 1888 | |
| 39 | Danny O'Riordan | 1.008 | 1882 | |
| 41 | Silas Keane# | 0.999 | 1888 | |
| 41 | Abel Prescott# | 0.999 | 1886 | |
| 43 | Mike Flynn# | 0.997 | 1888 | |
| 43 | Ray Lorenz# | 0.997 | 1889 | |
| 45 | Rabbit Sutton# | 0.996 | 1886 | |
| 46 | Walt Paris# | 0.991 | 1890 | |
| 47 | David Doyle# | 0.988 | 1882 | |
| 48 | Fred Hudson | 0.986 | 1888 | |
| 49 | Neil McNair# | 0.981 | 1888 | |
| 50 | Ray Lorenz# | 0.980 | 1890 | |
| 50 | John Dorce | 0.980 | 1882 | |
| 50 | Jack Johnson | 0.980 | 1888 | |
| 53 | Jim Conner# | 0.979 | 1890 | |
| 54 | David Doyle# | 0.978 | 1883 | |
| 55 | Silas Keane# | 0.975 | 1890 | |
| 56 | Tommy Avery | 0.973 | 1883 | |
| 57 | Alfred Barker# | 0.971 | 1882 | |
| 57 | Fred Mathews | 0.971 | 1884 | |
| 59 | Alfred Barker# | 0.969 | 1886 | |
| 59 | Jack Pinkerton | 0.969 | 1884 | |
| 61 | Tom Volk# | 0.965 | 1887 | |
| 62 | Lew Schroeder# | 0.957 | 1884 | |
| 63 | Paul Bell | 0.955 | 1888 | |
| 64 | Lew Schroeder# | 0.954 | 1887 | |
| 65 | Alfred Barker# | 0.951 | 1884 | |
| 66 | Tommy Avery | 0.945 | 1884 | |
| 66 | Alfred Barker# | 0.945 | 1883 | |
| 68 | Charlie Rodgers | 0.944 | 1885 | |
| 69 | Alfred Barker# | 0.941 | 1885 | |
| 70 | Tom Ford | 0.924 | 1885 | |
| 71 | Joe Foster | 0.923 | 1887 | |
| 72 | Charley Vinton# | 0.898 | 1889 | |
| 73 | Tom Ford | 0.893 | 1886 |
