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| |
| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | EFF | YEAR | Open Season Leaderboard |
|---|---|---|---|---|
| 1 | Albert Bedard | 1.103 | 1886-1889 | |
| 2 | Herbert Bennett# | 1.097 | 1886-1890 | |
| 3 | Lew Cormack# | 1.090 | 1888-1890 | |
| 4 | Cyrus McKelvie# | 1.088 | 1885-1890 | |
| 5 | David Meehan# | 1.087 | 1884-1888 | |
| 6 | Cliff Holland | 1.081 | 1882-1889 | |
| 7 | Harvey Keller# | 1.063 | 1884-1889 | |
| 8 | Frank Hale# | 1.025 | 1882-1890 | |
| 9 | Johnny King | 0.996 | 1883-1887 | |
| 10 | Alfred Mercier# | 0.987 | 1884-1888 | |
| 11 | Harry Hall# | 0.985 | 1882-1890 | |
| 12 | Art Brogan# | 0.954 | 1887-1890 | |
| 13 | Fred Farnham# | 0.946 | 1886-1889 | |
| 14 | John Patrick | 0.937 | 1884-1888 | |
| 15 | Willard Powell | 0.916 | 1882-1889 | |
| 16 | George Smith | 0.908 | 1884-1889 | |
| 17 | Nate Galvin# | 0.851 | 1884-1886 |
