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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | EFF | YEAR | Open Season Leaderboard |
|---|---|---|---|---|
| 1 | Crush Holloway | 1.067 | 1921-1931 | |
| 2 | Lou Almada | 1.064 | 1928-1939 | |
| 3 | Earl Averill# | 1.061 | 1926-1941 | |
| 4 | Wally Berger# | 1.055 | 1927-1941 | |
| 5 | Ross Eldred | 1.038 | 1921-1928 | |
| 6 | Frank Demaree# | 1.023 | 1930-1932 | |
| 7 | Jeff Heath# | 1.003 | 1936-1941 | |
| 8 | Frank Osborn | 1.002 | 1924-1928 | |
| 9 | Irvin Hufft | 0.983 | 1926-1935 | |
| 10 | Bob Johnson# | 0.982 | 1929-1941 | |
| 11 | George Quellich | 0.976 | 1923-1932 | |
| 12 | Mule Suttles# | 0.974 | 1922-1930 | |
| 13 | Chick Hafey | 0.965 | 1924-1938 | |
| 14 | Ox Eckhardt | 0.951 | 1929-1940 | |
| 15 | Lefty O'Doul | 0.944 | 1921-1937 | |
| 15 | Smead Jolley# | 0.944 | 1925-1941 | |
| 17 | Ike Boone | 0.918 | 1926-1932 | |
| 18 | Heavy Johnson | 0.912 | 1921-1930 |
