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| |
| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | EFF | YEAR | Open Season Leaderboard |
|---|---|---|---|---|
| 1 | Phil Goff# | 1.128 | 1878-1889 | |
| 2 | Hank Seidel | 1.107 | 1880-1895 | |
| 3 | Clarence Tate# | 1.096 | 1885-1899 | |
| 4 | John Martin | 1.090 | 1876-1888 | |
| 5 | Art Penick | 1.084 | 1881-1897 | |
| 6 | Percy Fretwell# | 1.063 | 1892-1899 | |
| 7 | Clar Booker# | 1.053 | 1890-1899 | |
| 8 | Henri Bastien | 1.051 | 1886-1899 | |
| 9 | Otto Keating# | 1.043 | 1888-1899 | |
| 10 | George Rooney | 1.038 | 1884-1897 | |
| 11 | Oscar Engel# | 1.037 | 1892-1899 | |
| 12 | Walt Koenig# | 1.034 | 1887-1899 | |
| 13 | Silas Hartley# | 1.030 | 1880-1889 | |
| 14 | Cal Middleton# | 0.994 | 1880-1899 | |
| 15 | Frank McGrath# | 0.987 | 1892-1899 | |
| 16 | Roy Malone# | 0.971 | 1892-1899 | |
| 17 | George Merritt | 0.966 | 1883-1889 | |
| 18 | Alfred Cole# | 0.963 | 1890-1899 | |
| 19 | Charley Mertens# | 0.958 | 1891-1899 | |
| 20 | Steve Airington | 0.844 | 1876-1889 |
