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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | EFF | YEAR | Open Career Leaderboard |
|---|---|---|---|---|
| 1 | Johnny King | 1.069 | 1883 | |
| 2 | Otis Watters# | 1.067 | 1884 | |
| 3 | Vic VanAlstyne# | 1.065 | 1882 | |
| 4 | George Ellis | 1.059 | 1886 | |
| 5 | Lewis Dansby | 1.057 | 1884 | |
| 6 | Nate Locke# | 1.051 | 1888 | |
| 6 | Vic VanAlstyne# | 1.051 | 1885 | |
| 8 | Vic VanAlstyne# | 1.047 | 1890 | |
| 9 | Nate Locke# | 1.044 | 1887 | |
| 10 | Jack Rawlins# | 1.043 | 1883 | |
| 11 | Vic VanAlstyne# | 1.040 | 1883 | |
| 12 | Danny Leary | 1.036 | 1884 | |
| 13 | Hiram Neely# | 1.035 | 1883 | |
| 13 | Dave Greenblatt | 1.035 | 1884 | |
| 15 | Alfred Mercier# | 1.034 | 1888 | |
| 15 | Walt Harkness# | 1.034 | 1886 | |
| 17 | John Bates | 1.032 | 1882 | |
| 18 | Will Kuehn# | 1.031 | 1888 | |
| 19 | Ray Hayden# | 1.028 | 1887 | |
| 20 | Will Kuehn# | 1.026 | 1889 | |
| 21 | Johnny Kildare | 1.025 | 1884 | |
| 22 | Bob Perry# | 1.023 | 1890 | |
| 23 | Ben Hyde# | 1.022 | 1887 | |
| 24 | Abraham Martin | 1.020 | 1889 | |
| 24 | Ben Hyde# | 1.020 | 1886 | |
| 26 | Lew Haynes# | 1.019 | 1886 | |
| 27 | Ernest Hathaway# | 1.018 | 1886 | |
| 27 | Charley Lucas# | 1.018 | 1889 | |
| 29 | Lou Kerr# | 1.017 | 1884 | |
| 30 | Frederic Kennedy | 1.016 | 1884 | |
| 31 | Frederic Kennedy | 1.015 | 1882 | |
| 32 | Dave Greenblatt | 1.014 | 1885 | |
| 33 | Will Kuehn# | 1.013 | 1890 | |
| 34 | Frederic Kennedy | 1.011 | 1885 | |
| 35 | George Dietrich# | 1.010 | 1887 | |
| 36 | Lou Kerr# | 1.008 | 1883 | |
| 37 | George Dietrich# | 1.004 | 1889 | |
| 37 | Otis Watters# | 1.004 | 1885 | |
| 39 | Alfred Charbonneau# | 1.000 | 1890 | |
| 39 | Alfred Mercier# | 1.000 | 1885 | |
| 41 | Alfred Mercier# | 0.997 | 1887 | |
| 42 | Pat Hopkins# | 0.995 | 1890 | |
| 42 | Hugh Harley | 0.995 | 1885 | |
| 44 | Clar Malloy# | 0.994 | 1890 | |
| 44 | Lew Colman# | 0.994 | 1882 | |
| 44 | Ben Hyde# | 0.994 | 1889 | |
| 47 | Walt Harkness# | 0.993 | 1888 | |
| 48 | Tommy Milligan | 0.992 | 1887 | |
| 48 | George Maroney# | 0.992 | 1887 | |
| 50 | Vic VanAlstyne# | 0.991 | 1888 | |
| 51 | Will Kuehn# | 0.985 | 1887 | |
| 52 | Walt Harkness# | 0.982 | 1889 | |
| 53 | Nate Vaughn# | 0.980 | 1882 | |
| 54 | Lew Schroeder# | 0.977 | 1885 | |
| 54 | George Dietrich# | 0.977 | 1888 | |
| 54 | Clar Schultz# | 0.977 | 1889 | |
| 57 | Otis Watters# | 0.973 | 1886 | |
| 58 | Charley Keeler# | 0.972 | 1890 | |
| 59 | Lou Hearns# | 0.967 | 1883 | |
| 59 | Nate Hauser# | 0.967 | 1887 | |
| 61 | Lew Schroeder# | 0.966 | 1886 | |
| 62 | Ben Hyde# | 0.964 | 1890 | |
| 63 | Nate Locke# | 0.961 | 1883 | |
| 64 | Herbert Vogel# | 0.960 | 1887 | |
| 64 | Oscar Foster# | 0.960 | 1884 | |
| 66 | Charley Keeler# | 0.955 | 1889 | |
| 67 | Wilbur Jordan | 0.954 | 1882 | |
| 68 | Nate Vaughn# | 0.946 | 1885 | |
| 68 | Joe Foster | 0.946 | 1888 | |
| 70 | Dave Greenblatt | 0.943 | 1886 | |
| 71 | Roy Becker# | 0.936 | 1883 | |
| 72 | Charley Vinton# | 0.934 | 1888 | |
| 73 | Alfred Marks# | 0.924 | 1884 | |
| 74 | Tim Clements | 0.881 | 1884 |
