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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | EFF | YEAR | Open Season Leaderboard |
|---|---|---|---|---|
| 1 | George Kelly | 1.070 | 1921-1935 | |
| 2 | Ray Jacobs | 1.065 | 1923-1938 | |
| 3 | Buck Leonard# | 1.059 | 1934-1941 | |
| 4 | John Beckwith* | 1.047 | 1921-1935 | |
| 5 | Jim West# | 1.043 | 1937-1941 | |
| 6 | Bill Sweeney | 1.040 | 1936-1940 | |
| 7 | Jim Poole | 1.036 | 1921-1924 | |
| 8 | Wally Judnich# | 1.026 | 1937-1941 | |
| 9 | Dolph Camilli# | 1.025 | 1926-1933 | |
| 10 | George Grantham | 1.022 | 1921-1926 | |
| 11 | George LaFayette | 1.018 | 1921-1927 | |
| 12 | Harry Heilmann | 1.013 | 1921-1931 | |
| 13 | Mickey Heath | 1.012 | 1927-1934 | |
| 14 | Mule Suttles# | 1.000 | 1922-1930 | |
| 15 | Jim Oglesby | 0.997 | 1932-1937 | |
| 16 | Buzz Arlett | 0.986 | 1921-1937 | |
| 17 | Bob Johnson# | 0.962 | 1929-1941 | |
| 18 | Heavy Johnson | 0.925 | 1921-1930 | |
| 19 | Jack Fournier | 0.916 | 1923-1928 | |
| 20 | George H Burns | 0.914 | 1930-1934 | |
| 21 | Ox Eckhardt | 0.797 | 1929-1940 |
