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| |
| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | EFF | YEAR | Open Season Leaderboard |
|---|---|---|---|---|
| 1 | Roy Bancroft# | 1.063 | 1888-1899 | |
| 2 | Jim Scarborough | 1.062 | 1876-1886 | |
| 3 | Lou Kirchner# | 1.059 | 1886-1899 | |
| 3 | Ed Dibrell | 1.059 | 1880-1895 | |
| 5 | Charley Mertens# | 1.057 | 1891-1899 | |
| 6 | Paul Buehler | 1.036 | 1876-1889 | |
| 7 | Joe Whiteside# | 1.032 | 1885-1899 | |
| 8 | Joe Osborn# | 1.027 | 1883-1889 | |
| 9 | Otis Wentworth# | 1.026 | 1878-1899 | |
| 10 | Lou Jewett# | 1.010 | 1887-1899 | |
| 11 | Otis Collier | 1.008 | 1876-1895 | |
| 12 | Paul Moton | 1.006 | 1879-1884 | |
| 13 | Otis Watters# | 1.003 | 1892-1899 | |
| 14 | Ed Reed# | 0.997 | 1885-1896 | |
| 15 | Fred Lorraine# | 0.988 | 1891-1899 | |
| 16 | Tom Dunn# | 0.974 | 1879-1899 | |
| 17 | Walt Harkness# | 0.969 | 1892-1899 | |
| 18 | Dave White# | 0.942 | 1894-1899 | |
| 19 | Jean Beaulieu# | 0.903 | 1880-1899 |
