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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | EFF | YEAR | Open Season Leaderboard |
|---|---|---|---|---|
| 1 | Eddie R Miller# | 1.165 | 1936-1941 | |
| 2 | Billy Rogell# | 1.073 | 1925-1941 | |
| 3 | Everett Scott | 1.061 | 1914-1925 | |
| 4 | Sam Bankhead# | 1.060 | 1934-1939 | |
| 5 | Bill Knickerbocker# | 1.047 | 1933-1941 | |
| 6 | Cecil Travis# | 1.044 | 1933-1941 | |
| 7 | Hal Rhyne | 1.039 | 1926-1937 | |
| 7 | Ike Caveney | 1.039 | 1921-1933 | |
| 9 | Billy Jurges# | 1.032 | 1931-1941 | |
| 10 | Dick Lundy | 1.031 | 1934-1939 | |
| 10 | Skeeter Webb# | 1.031 | 1932-1941 | |
| 12 | Doc Lavan | 1.028 | 1913-1925 | |
| 13 | Glenn Wright | 1.025 | 1924-1934 | |
| 13 | Eric McNair# | 1.025 | 1929-1941 | |
| 15 | Leo Durocher# | 1.022 | 1925-1941 | |
| 15 | Joe Boley | 1.022 | 1927-1932 | |
| 15 | Gordon Slade | 1.022 | 1930-1940 | |
| 18 | Charlie Gelbert# | 1.021 | 1929-1941 | |
| 18 | Woody English | 1.021 | 1927-1939 | |
| 20 | Hod Ford | 1.013 | 1919-1932 | |
| 21 | Travis Jackson | 1.012 | 1922-1938 | |
| 21 | Dick Bartell# | 1.012 | 1927-1941 | |
| 21 | Roger Peckinpaugh | 1.012 | 1910-1928 | |
| 24 | Billy Urbanski | 1.011 | 1931-1938 | |
| 24 | Jackie Tavener | 1.011 | 1921-1934 | |
| 26 | Ernie R Johnson | 1.009 | 1912-1925 | |
| 27 | Ed Montague | 1.008 | 1923-1936 | |
| 27 | Wally Gerber | 1.008 | 1914-1928 | |
| 29 | Donie Bush | 1.007 | 1908-1924 | |
| 30 | Luke Appling# | 1.004 | 1930-1941 | |
| 31 | Sparky Adams | 1.002 | 1922-1935 | |
| 32 | Rabbit Maranville | 0.997 | 1912-1935 | |
| 32 | Charlie Hollocher | 0.997 | 1918-1925 | |
| 34 | Joe Sewell | 0.990 | 1920-1935 | |
| 34 | Dave Bancroft | 0.990 | 1915-1928 | |
| 34 | Billy Myers# | 0.990 | 1935-1941 | |
| 34 | Joe Dugan | 0.990 | 1917-1930 | |
| 38 | Topper Rigney | 0.984 | 1922-1929 | |
| 39 | Larry Kopf | 0.983 | 1913-1925 | |
| 40 | Mark Koenig | 0.981 | 1926-1938 | |
| 41 | Specs Toporcer | 0.974 | 1921-1934 | |
| 42 | Chick Galloway | 0.970 | 1919-1928 | |
| 43 | Johnny Burnett | 0.948 | 1927-1939 | |
| 44 | Red Kress# | 0.940 | 1927-1941 | |
| 45 | Howie Shanks | 0.939 | 1912-1927 | |
| 46 | Bob Gilman Allen | 0.000 | 1890-1900 | |
| 46 | Jack Barry | 0.000 | 1908-1919 | |
| 46 | Al Bridwell | 0.000 | 1905-1915 | |
| 46 | Tom Burns | 0.000 | 1880-1892 | |
| 46 | Ray Chapman | 0.000 | 1912-1920 | |
| 46 | Tommy Corcoran | 0.000 | 1890-1907 | |
| 46 | Monte Cross | 0.000 | 1892-1907 | |
| 46 | Bill Dahlen | 0.000 | 1891-1911 | |
| 46 | George Davis | 0.000 | 1890-1909 | |
| 46 | Mickey Doolan | 0.000 | 1905-1918 | |
| 46 | Kid Elberfeld | 0.000 | 1898-1914 | |
| 46 | Bones Ely | 0.000 | 1884-1902 | |
| 46 | Frank Fennelly | 0.000 | 1884-1890 | |
| 46 | Art Fletcher | 0.000 | 1909-1920 | |
| 46 | Davy Force | 0.000 | 1871-1886 | |
| 46 | Shorty Fuller | 0.000 | 1888-1896 | |
| 46 | Jack Glasscock | 0.000 | 1879-1895 | |
| 46 | Bill G Gleason | 0.000 | 1882-1889 | |
| 46 | Buck Herzog | 0.000 | 1908-1920 | |
| 46 | Sadie Houck | 0.000 | 1879-1887 | |
| 46 | Rudy Hulswitt | 0.000 | 1899-1910 | |
| 46 | Arthur Irwin | 0.000 | 1880-1894 | |
| 46 | Hughie Jennings | 0.000 | 1891-1918 | |
| 46 | Herman Long | 0.000 | 1889-1904 | |
| 46 | George McBride | 0.000 | 1901-1920 | |
| 46 | Ed McKean | 0.000 | 1887-1899 | |
| 46 | Candy Nelson | 0.000 | 1872-1890 | |
| 46 | Charley O'Leary | 0.000 | 1904-1913 | |
| 46 | Charley O'Leary | 0.000 | 1904-1913 | |
| 46 | Ivy Olson | 0.000 | 1911-1923 | |
| 46 | Freddy Parent | 0.000 | 1899-1911 | |
| 46 | John P Peters | 0.000 | 1874-1884 | |
| 46 | Jack Rowe | 0.000 | 1879-1890 | |
| 46 | Frank Shugart | 0.000 | 1890-1901 | |
| 46 | Germany Smith | 0.000 | 1884-1898 | |
| 46 | Joe Tinker | 0.000 | 1902-1916 | |
| 46 | Terry Turner | 0.000 | 1901-1919 | |
| 46 | Heinie Wagner | 0.000 | 1902-1918 | |
| 46 | Honus Wagner* | 0.000 | 1897-1917 | |
| 46 | Bobby Wallace | 0.000 | 1894-1918 | |
| 46 | Monte Ward | 0.000 | 1878-1894 | |
| 46 | Buck Weaver | 0.000 | 1912-1920 | |
| 46 | Sam Wise | 0.000 | 1881-1893 | |
| 46 | George Wright | 0.000 | 1871-1882 |
