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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | EFF | YEAR | Open Season Leaderboard |
|---|---|---|---|---|
| 1 | Bolan Austin# | 1.043 | 1893-1897 | |
| 2 | Troilo Andino# | 1.042 | 1893-1893 | |
| 3 | Ford Greene# | 1.039 | 1892-1894 | |
| 4 | Jay Kreamer# | 1.035 | 1892-1897 | |
| 5 | Jesús López# | 1.032 | 1892-1897 | |
| 6 | C.J. Griffin# | 1.028 | 1892-1897 | |
| 7 | Malik Knight# | 1.027 | 1892-1897 | |
| 8 | Facundo Figueroa# | 1.026 | 1896-1897 | |
| 9 | Brian Tait# | 1.024 | 1892-1897 | |
| 10 | Don Wellon# | 1.019 | 1892-1897 | |
| 11 | Cody Ransom | 1.010 | 1892-1896 | |
| 12 | Ryan Hicks# | 1.009 | 1892-1897 | |
| 13 | John Wakeley# | 1.004 | 1892-1897 | |
| 14 | Nathan Winters | 1.000 | 1895-1896 | |
| 15 | Chris Haines | 0.995 | 1892-1893 | |
| 16 | Wilfred Newcomb | 0.994 | 1892-1896 | |
| 17 | Caleb Pilgram# | 0.992 | 1893-1897 | |
| 18 | Trevor Hemphill | 0.990 | 1892-1895 | |
| 19 | Stewart Haley# | 0.985 | 1892-1897 | |
| 20 | Winn Waterman# | 0.980 | 1892-1897 | |
| 21 | Stanford Marleau | 0.978 | 1892-1894 | |
| 22 | Tommy Hollett# | 0.973 | 1892-1897 | |
| 23 | Will Pickering | 0.965 | 1892-1895 | |
| 24 | Charles Payne# | 0.958 | 1892-1897 |
