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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | EFF | YEAR | Open Season Leaderboard |
|---|---|---|---|---|
| 1 | Willie Kamm | 1.072 | 1921-1937 | |
| 2 | Martín Dihigo# | 1.055 | 1924-1941 | |
| 3 | Judy Johnson | 1.048 | 1922-1935 | |
| 4 | Steve Mesner# | 1.042 | 1934-1941 | |
| 5 | Ray Dandridge# | 1.033 | 1934-1941 | |
| 6 | Lonny Backer | 1.019 | 1925-1937 | |
| 7 | Dick Gyselman# | 1.015 | 1931-1941 | |
| 8 | Dario Lodigiani# | 1.012 | 1935-1937 | |
| 9 | John Beckwith* | 1.006 | 1921-1935 | |
| 10 | Joe Manger | 0.993 | 1922-1930 | |
| 11 | Hal Luby# | 0.990 | 1938-1941 | |
| 12 | Leo Ostenberg | 0.985 | 1926-1935 | |
| 13 | Jud Wilson# | 0.984 | 1923-1930 | |
| 14 | Johnny Vergez# | 0.983 | 1928-1941 | |
| 15 | Gene Lillard# | 0.982 | 1932-1941 | |
| 16 | Dutch Holland | 0.981 | 1930-1936 | |
| 17 | Sammy Hale | 0.978 | 1921-1934 | |
| 18 | Ray Jacobs | 0.976 | 1923-1938 | |
| 19 | Don Brown | 0.974 | 1921-1925 | |
| 20 | Frank Brazill | 0.970 | 1922-1928 | |
| 20 | Steve Barath# | 0.970 | 1934-1941 |
