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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | EFF | YEAR | Open Season Leaderboard |
|---|---|---|---|---|
| 1 | Nap Lajoie# | 1.073 | 1896-1915 | |
| 2 | Frank Isbell | 1.051 | 1898-1909 | |
| 3 | Chick Gandil# | 1.046 | 1910-1915 | |
| 3 | John Ganzel | 1.046 | 1898-1908 | |
| 5 | John Hummel# | 1.045 | 1905-1915 | |
| 6 | Mike Grady | 1.039 | 1894-1906 | |
| 7 | Bill Pettus# | 1.036 | 1909-1915 | |
| 8 | Frank Chance | 1.032 | 1898-1914 | |
| 9 | Jiggs Donahue | 1.031 | 1900-1909 | |
| 9 | John Anderson | 1.031 | 1894-1908 | |
| 11 | Ed Konetchy# | 1.030 | 1907-1915 | |
| 12 | Dots Miller# | 1.029 | 1909-1915 | |
| 13 | Fred Tenney | 1.028 | 1894-1911 | |
| 13 | Fred Merkle# | 1.028 | 1907-1915 | |
| 15 | Bob Unglaub | 1.025 | 1904-1910 | |
| 16 | Fred Luderus# | 1.024 | 1909-1915 | |
| 17 | Stuffy McInnis# | 1.021 | 1909-1915 | |
| 17 | Jake Daubert# | 1.021 | 1910-1915 | |
| 19 | George Stovall | 1.019 | 1904-1913 | |
| 20 | Joe Kelley | 1.009 | 1891-1908 | |
| 21 | Dan McGann | 1.007 | 1896-1908 | |
| 22 | Del Gainer# | 1.004 | 1909-1915 | |
| 23 | Jake Beckley | 1.001 | 1888-1907 | |
| 24 | Jack Doyle | 0.999 | 1889-1904 | |
| 25 | Candy LaChance | 0.998 | 1893-1905 | |
| 25 | Vic Saier# | 0.998 | 1911-1915 | |
| 27 | Ed Delahanty* | 0.996 | 1888-1903 | |
| 28 | Scoops Carey | 0.995 | 1895-1903 | |
| 29 | Jake Stahl | 0.993 | 1903-1913 | |
| 29 | Hal Chase# | 0.993 | 1905-1915 | |
| 31 | Kitty Bransfield | 0.988 | 1898-1911 | |
| 32 | Shad Barry | 0.987 | 1899-1908 | |
| 33 | Harry Davis# | 0.986 | 1895-1915 | |
| 34 | Charlie Hickman | 0.981 | 1897-1908 | |
| 35 | Tim Jordan | 0.977 | 1901-1910 | |
| 36 | Solly Hofman# | 0.970 | 1903-1915 | |
| 37 | Jack Lelivelt | 0.967 | 1909-1914 | |
| 38 | Dick Hoblitzel# | 0.964 | 1908-1915 | |
| 39 | Claude Rossman | 0.957 | 1904-1909 | |
| 40 | Hughie Jennings | 0.955 | 1891-1912 | |
| 41 | Bill Everitt | 0.949 | 1895-1901 | |
| 41 | Buck Freeman | 0.949 | 1891-1907 | |
| 43 | Doc Gessler | 0.941 | 1903-1911 | |
| 44 | Harry Wolter# | 0.940 | 1907-1915 | |
| 45 | John Henry# | 0.925 | 1910-1915 | |
| 46 | Dan Brouthers | 0.000 | 1879-1896 |
