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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | EFF | YEAR | Open Season Leaderboard |
|---|---|---|---|---|
| 1 | Chick Stahl | 1.115 | 1897-1906 | |
| 2 | Harry Hooper# | 1.093 | 1909-1915 | |
| 3 | Sammy Strang | 1.090 | 1896-1908 | |
| 4 | Danny Green | 1.088 | 1898-1905 | |
| 5 | Danny Moeller# | 1.084 | 1907-1915 | |
| 6 | Cy Seymour | 1.075 | 1896-1913 | |
| 7 | Denny Sullivan | 1.073 | 1905-1909 | |
| 8 | Socks Seybold | 1.070 | 1899-1908 | |
| 9 | Jimmy Sebring | 1.063 | 1902-1909 | |
| 10 | Mike Mitchell | 1.051 | 1907-1914 | |
| 11 | Spike Shannon | 1.050 | 1904-1908 | |
| 12 | Red Murray# | 1.049 | 1906-1915 | |
| 13 | Owen Wilson# | 1.036 | 1908-1915 | |
| 13 | Ty Cobb# | 1.036 | 1905-1915 | |
| 15 | Fielder Jones | 1.034 | 1896-1908 | |
| 16 | Mike Donlin | 1.031 | 1899-1913 | |
| 17 | Hurley McNair# | 1.030 | 1910-1915 | |
| 18 | Jules Thomas# | 1.029 | 1908-1915 | |
| 19 | Johnny Bates | 1.023 | 1906-1914 | |
| 20 | Patsy Donovan | 1.017 | 1890-1907 | |
| 21 | Harry Lumley | 1.010 | 1904-1910 | |
| 22 | Davy Jones# | 1.000 | 1901-1915 | |
| 23 | Bob Ganley | 0.996 | 1905-1909 | |
| 24 | Elmer Flick | 0.994 | 1898-1910 | |
| 25 | Cozy Dolan | 0.993 | 1895-1906 | |
| 26 | Steve Evans | 0.986 | 1908-1913 | |
| 27 | Joe Jackson# | 0.985 | 1908-1915 | |
| 28 | John Anderson | 0.982 | 1894-1908 | |
| 29 | John Titus | 0.979 | 1903-1913 | |
| 29 | Harry Buckner | 0.979 | 1896-1914 | |
| 31 | Danny Murphy | 0.977 | 1900-1912 | |
| 32 | Sam Crawford# | 0.969 | 1899-1915 | |
| 33 | Willie Keeler* | 0.965 | 1892-1910 | |
| 34 | Charlie Hickman | 0.956 | 1897-1908 | |
| 35 | Pat Carney | 0.955 | 1901-1904 | |
| 35 | Frank Isbell | 0.955 | 1898-1909 | |
| 37 | Frank Schulte# | 0.951 | 1904-1915 | |
| 38 | Buck Freeman | 0.934 | 1891-1907 | |
| 39 | Gavvy Cravath# | 0.920 | 1908-1915 | |
| 40 | Eustaquio Pedroso# | 0.917 | 1907-1915 | |
| 41 | Jack McCarthy | 0.916 | 1893-1907 | |
| 42 | Jack Lelivelt | 0.908 | 1909-1914 | |
| 43 | Tommy Dowd | 0.000 | 1891-1901 | |
| 43 | Hugh Duffy* | 0.000 | 1888-1905 | |
| 43 | Tom McCreery | 0.000 | 1895-1903 | |
| 43 | Jimmy Ryan | 0.000 | 1885-1903 | |
| 43 | Sam Thompson | 0.000 | 1885-1898 |
