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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | EFF | YEAR | Open Season Leaderboard |
|---|---|---|---|---|
| 1 | Dode Paskert# | 1.078 | 1907-1915 | |
| 2 | Ducky Holmes | 1.076 | 1895-1905 | |
| 3 | Harry Hooper# | 1.063 | 1909-1915 | |
| 4 | Amos Strunk# | 1.059 | 1908-1915 | |
| 5 | Zack Wheat# | 1.058 | 1909-1915 | |
| 6 | Matty McIntyre | 1.056 | 1901-1912 | |
| 7 | Fred Snodgrass# | 1.053 | 1908-1915 | |
| 8 | Hugh Duffy* | 1.051 | 1888-1905 | |
| 9 | Beals Becker | 1.050 | 1908-1915 | |
| 10 | Bobby Veach# | 1.048 | 1912-1915 | |
| 11 | Jesse Burkett* | 1.047 | 1890-1905 | |
| 12 | Andrew Payne# | 1.046 | 1903-1915 | |
| 13 | Bris Lord | 1.042 | 1905-1913 | |
| 14 | Jimmy Sheckard | 1.040 | 1897-1913 | |
| 14 | Tilly Walker# | 1.040 | 1911-1915 | |
| 16 | Sam Crawford# | 1.037 | 1899-1915 | |
| 17 | Danny Hoffman | 1.036 | 1903-1911 | |
| 18 | Fred Clarke | 1.025 | 1894-1912 | |
| 19 | Duff Cooley | 1.024 | 1893-1905 | |
| 20 | Max Carey# | 1.023 | 1910-1915 | |
| 20 | Davy Jones# | 1.023 | 1901-1915 | |
| 22 | Mike Donlin | 1.019 | 1899-1913 | |
| 23 | George Stone | 1.016 | 1903-1910 | |
| 24 | Johnny Bates | 1.013 | 1906-1914 | |
| 25 | Rube Oldring# | 1.011 | 1905-1915 | |
| 26 | Charlie Hemphill | 1.004 | 1899-1911 | |
| 27 | Jimmy Slagle | 1.002 | 1899-1908 | |
| 28 | Sherry Magee# | 0.992 | 1904-1915 | |
| 29 | Sam Mertes | 0.983 | 1896-1906 | |
| 30 | Frank Schulte# | 0.977 | 1904-1915 | |
| 31 | Josh Clarke | 0.972 | 1898-1911 | |
| 32 | Joe Kelley | 0.966 | 1891-1908 | |
| 33 | John Titus | 0.963 | 1903-1913 | |
| 33 | Jack Graney# | 0.963 | 1910-1915 | |
| 35 | George Burns# | 0.961 | 1911-1915 | |
| 35 | Kip Selbach | 0.961 | 1894-1906 | |
| 37 | Dick Harley | 0.956 | 1897-1903 | |
| 38 | Rube Ellis | 0.950 | 1909-1912 | |
| 39 | Joe Connolly# | 0.946 | 1913-1915 | |
| 40 | Jack McCarthy | 0.942 | 1893-1907 | |
| 40 | Birdie Cree | 0.942 | 1908-1915 | |
| 42 | Ed Delahanty* | 0.936 | 1888-1903 | |
| 42 | Bill Hinchman# | 0.936 | 1905-1915 | |
| 44 | Bob Bescher# | 0.935 | 1908-1915 | |
| 45 | John Anderson | 0.934 | 1894-1908 | |
| 46 | Patsy Dougherty | 0.931 | 1902-1911 | |
| 47 | Topsy Hartsel | 0.928 | 1898-1911 | |
| 48 | Duffy Lewis# | 0.910 | 1910-1915 | |
| 49 | Elmer Smith | 0.894 | 1886-1901 | |
| 50 | Billy Hamilton* | 0.000 | 1888-1901 | |
| 50 | Jim O'Rourke | 0.000 | 1874-1893 | |
| 50 | Jimmy Ryan | 0.000 | 1885-1903 | |
| 50 | George Van Haltren | 0.000 | 1887-1903 |
