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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | EFF | YEAR | Open Season Leaderboard |
|---|---|---|---|---|
| 1 | Jake Early# | 1.036 | 1939-1946 | |
| 2 | Bill Baker# | 0.000 | 1940-1946 | |
| 2 | Walker Cooper# | 0.000 | 1940-1946 | |
| 2 | Gene Desautels# | 0.000 | 1930-1946 | |
| 2 | Bill Dickey# | 0.000 | 1928-1946 | |
| 2 | Al Evans# | 0.000 | 1939-1946 | |
| 2 | Mike Guerra# | 0.000 | 1937-1946 | |
| 2 | Frankie Hayes# | 0.000 | 1933-1946 | |
| 2 | Rollie Hemsley# | 0.000 | 1928-1946 | |
| 2 | Stew Hofferth# | 0.000 | 1944-1946 | |
| 2 | Clyde Kluttz# | 0.000 | 1942-1946 | |
| 2 | Al Lakeman# | 0.000 | 1942-1946 | |
| 2 | Ray Lamanno# | 0.000 | 1942-1946 | |
| 2 | Mickey Livingston# | 0.000 | 1938-1946 | |
| 2 | Ernie Lombardi# | 0.000 | 1931-1946 | |
| 2 | Al Lopez# | 0.000 | 1928-1946 | |
| 2 | Frank Mancuso# | 0.000 | 1944-1946 | |
| 2 | Phil Masi# | 0.000 | 1939-1946 | |
| 2 | Clyde McCullough# | 0.000 | 1940-1946 | |
| 2 | Ray Mueller# | 0.000 | 1935-1946 | |
| 2 | Ken O'Dea# | 0.000 | 1935-1946 | |
| 2 | Don Padgett# | 0.000 | 1937-1946 | |
| 2 | Roy Partee# | 0.000 | 1943-1946 | |
| 2 | Frankie Pytlak# | 0.000 | 1932-1945 | |
| 2 | Paul Richards# | 0.000 | 1932-1946 | |
| 2 | Buddy Rosar# | 0.000 | 1939-1946 | |
| 2 | Bill Salkeld# | 0.000 | 1945-1946 | |
| 2 | Andy Seminick# | 0.000 | 1943-1946 | |
| 2 | Bob Swift# | 0.000 | 1940-1946 | |
| 2 | Birdie Tebbetts# | 0.000 | 1936-1946 | |
| 2 | Mike Tresh# | 0.000 | 1938-1946 | |
| 2 | Hal Wagner# | 0.000 | 1938-1946 | |
| 2 | Bennie Warren# | 0.000 | 1939-1946 | |
| 2 | Dewey Williams# | 0.000 | 1944-1945 | |
| 2 | Rudy York# | 0.000 | 1934-1946 |
