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| |
| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | EFF | YEAR | Open Season Leaderboard |
|---|---|---|---|---|
| 1 | Topper Stephens# | 1.126 | 1890-1899 | |
| 2 | Charley Boyd# | 1.111 | 1890-1899 | |
| 3 | Martin Jarvis | 1.104 | 1879-1897 | |
| 4 | Rufus Cassidy# | 1.102 | 1891-1899 | |
| 5 | Jeff Work | 1.091 | 1876-1886 | |
| 6 | Walt Alden# | 1.063 | 1892-1899 | |
| 6 | Reginald Lafleur | 1.063 | 1880-1893 | |
| 8 | Alfred Burgess# | 1.049 | 1890-1899 | |
| 9 | Rufus Riddick | 1.046 | 1878-1896 | |
| 10 | Elmer Beyah# | 1.038 | 1887-1899 | |
| 11 | Ned Dupree | 1.034 | 1879-1886 | |
| 12 | Andy Stanhope | 1.013 | 1879-1889 | |
| 13 | Silas Hance# | 0.973 | 1892-1899 | |
| 14 | Pedro Valdez# | 0.943 | 1894-1899 | |
| 15 | Will Hughes# | 0.942 | 1890-1899 | |
| 16 | Hank Seidel | 0.929 | 1880-1895 | |
| 17 | Harry Munroe# | 0.925 | 1888-1899 | |
| 18 | Ephraim Gallagher | 0.915 | 1881-1889 | |
| 19 | Ned Long# | 0.903 | 1892-1899 |
