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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | EFF | YEAR | Open Season Leaderboard |
|---|---|---|---|---|
| 1 | Turkey Stearnes# | 1.068 | 1921-1941 | |
| 2 | Bob Meusel | 1.056 | 1921-1928 | |
| 3 | Johnny Frederick# | 1.051 | 1923-1941 | |
| 4 | Emil Mailho# | 1.044 | 1931-1941 | |
| 5 | Rap Dixon | 1.007 | 1924-1935 | |
| 6 | Buzz Arlett | 0.999 | 1921-1937 | |
| 7 | Jesse Hill# | 0.997 | 1930-1934 | |
| 8 | Chick Hafey | 0.974 | 1924-1938 | |
| 9 | Ted Williams# | 0.967 | 1936-1941 | |
| 10 | Hank Steinbacher# | 0.965 | 1930-1936 | |
| 11 | Harry Heilmann | 0.949 | 1921-1931 | |
| 12 | Mike Hunt# | 0.944 | 1930-1941 | |
| 13 | Bevo LeBourveau | 0.901 | 1924-1932 | |
| 14 | Smead Jolley# | 0.900 | 1925-1941 |
