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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | EFF | YEAR | Open Season Leaderboard |
|---|---|---|---|---|
| 1 | Lou Criger | 1.105 | 1896-1912 | |
| 2 | Hick Cady# | 1.100 | 1912-1915 | |
| 3 | Tommy Clarke# | 1.096 | 1909-1915 | |
| 4 | Joe Sugden | 1.091 | 1893-1905 | |
| 5 | Malachi Kittridge | 1.082 | 1890-1906 | |
| 6 | Gabby Street# | 1.080 | 1904-1910 | |
| 7 | Pearl Webster# | 1.074 | 1911-1915 | |
| 8 | Charles Zimmer | 1.063 | 1884-1903 | |
| 9 | Jim Stephens | 1.058 | 1908-1912 | |
| 10 | George Gibson# | 1.054 | 1907-1915 | |
| 11 | Jimmy Archer# | 1.045 | 1904-1913 | |
| 11 | Bill Carrigan# | 1.045 | 1906-1915 | |
| 13 | Bruce Petway# | 1.043 | 1906-1915 | |
| 14 | Jack Warner | 1.041 | 1895-1908 | |
| 15 | Heinie Peitz | 1.036 | 1892-1911 | |
| 16 | Bill Pierce# | 1.026 | 1910-1915 | |
| 16 | Jack Lapp# | 1.026 | 1909-1915 | |
| 18 | Harry Bemis | 1.021 | 1902-1910 | |
| 19 | Larry McLean | 1.020 | 1901-1915 | |
| 20 | Roger Bresnahan | 1.016 | 1897-1915 | |
| 21 | Ed McFarland | 1.015 | 1893-1908 | |
| 22 | Pat Moran | 1.014 | 1901-1913 | |
| 22 | Boileryard Clarke | 1.014 | 1893-1905 | |
| 24 | Billy Sullivan | 1.012 | 1899-1912 | |
| 25 | Admiral Schlei | 1.011 | 1904-1910 | |
| 26 | Gervasio Gonzalez# | 1.010 | 1904-1915 | |
| 27 | Lew Ritter | 1.008 | 1902-1908 | |
| 28 | Jack Meyers# | 1.007 | 1909-1915 | |
| 29 | Johnny Kling | 1.005 | 1900-1913 | |
| 30 | Ossee Schreckengost | 1.003 | 1897-1908 | |
| 31 | Frank Bowerman | 0.995 | 1895-1909 | |
| 31 | Bill Rariden# | 0.995 | 1909-1915 | |
| 33 | Jack O'Connor | 0.987 | 1887-1905 | |
| 34 | Duke Farrell | 0.982 | 1888-1905 | |
| 35 | Deacon McGuire | 0.981 | 1884-1906 | |
| 36 | Les Nunamaker# | 0.975 | 1911-1915 | |
| 37 | Regino Garcia | 0.960 | 1901-1912 | |
| 38 | Doc Powers | 0.947 | 1898-1903 | |
| 39 | Klondike Douglass | 0.935 | 1896-1904 | |
| 40 | Red Dooin# | 0.933 | 1902-1915 | |
| 41 | Louis Santop# | 0.929 | 1910-1915 | |
| 42 | Mike Grady | 0.905 | 1894-1906 | |
| 43 | Jay Clarke# | 0.904 | 1905-1910 | |
| 44 | Wilbert Robinson | 0.855 | 1886-1902 | |
| 45 | Jack Ryan | 0.670 | 1889-1906 | |
| 46 | Lave Cross | 0.000 | 1887-1907 | |
| 46 | Tom Daly | 0.000 | 1884-1903 | |
| 46 | Tim Donahue | 0.000 | 1891-1902 | |
| 46 | Bud Fowler | 0.000 | 1877-1898 | |
| 46 | Morgan Murphy | 0.000 | 1890-1901 | |
| 46 | Pop Schriver | 0.000 | 1886-1901 |
