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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | EFF | YEAR | Open Season Leaderboard |
|---|---|---|---|---|
| 1 | Quincy Trouppe# | 1.077 | 1933-1941 | |
| 2 | Ed Fernandes# | 1.058 | 1937-1941 | |
| 3 | Ted Radcliffe# | 1.050 | 1930-1941 | |
| 4 | John Bottarini# | 1.046 | 1930-1941 | |
| 5 | Bill Brenzel# | 1.044 | 1927-1941 | |
| 6 | George Detore# | 1.042 | 1937-1941 | |
| 7 | Frank Duncan | 1.040 | 1923-1940 | |
| 8 | Frank Cox | 1.037 | 1928-1936 | |
| 9 | Larry Woodall | 1.035 | 1926-1936 | |
| 10 | Truck Hannah | 1.023 | 1921-1933 | |
| 11 | Larry Brown# | 1.017 | 1921-1941 | |
| 12 | Biz Mackey# | 1.016 | 1921-1939 | |
| 13 | Josh Gibson# | 1.015 | 1931-1941 | |
| 13 | Ernie Lombardi# | 1.015 | 1927-1941 | |
| 15 | Merv Shea | 1.009 | 1922-1934 | |
| 16 | John Fitzpatrick | 1.008 | 1931-1936 | |
| 17 | Jose Maria Fernandez | 1.003 | 1921-1936 | |
| 18 | Julio Rojo | 0.988 | 1923-1929 | |
| 18 | Red Baldwin | 0.988 | 1921-1930 | |
| 20 | Mickey Cochrane | 0.986 | 1924-1935 | |
| 21 | Johnny Bassler | 0.981 | 1928-1939 | |
| 22 | Art Koehler | 0.971 | 1921-1931 | |
| 23 | Les Cook | 0.967 | 1921-1933 | |
| 24 | Gilly Campbell# | 0.938 | 1931-1941 | |
| 25 | Danny Murphy | 0.935 | 1921-1927 | |
| 26 | Chink Outen | 0.918 | 1935-1938 |
