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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | EFF | YEAR | Open Career Leaderboard |
|---|---|---|---|---|
| 1 | Fin Anderson | 1.814 | 1884 | |
| 2 | Moses Benjamin | 1.774 | 1884 | |
| 3 | Michael Fuller | 1.686 | 1888 | |
| 4 | Cliff Holland | 1.597 | 1884 | |
| 5 | Marsh Perry | 1.577 | 1884 | |
| 6 | Jack Easton | 1.563 | 1884 | |
| 7 | Eddie Jackson | 1.535 | 1884 | |
| 8 | Sam Murphy | 1.518 | 1884 | |
| 9 | Tommy Allen | 1.515 | 1884 | |
| 10 | Tommy Allen | 1.510 | 1885 | |
| 10 | Tom Hardeman | 1.510 | 1885 | |
| 12 | Jimmie Casimir | 1.502 | 1883 | |
| 13 | Jimmie Casimir | 1.498 | 1885 | |
| 14 | Clyde Milson | 1.487 | 1888 | |
| 15 | Cliff Holland | 1.481 | 1883 | |
| 16 | John Garnett | 1.479 | 1885 | |
| 17 | Joe Hill | 1.478 | 1884 | |
| 17 | John Patrick | 1.478 | 1884 | |
| 19 | Judson Perry | 1.471 | 1885 | |
| 20 | Eddie Jackson | 1.469 | 1883 | |
| 21 | Marsh Perry | 1.463 | 1886 | |
| 22 | Cliff Holland | 1.450 | 1876 | |
| 23 | John Seigle | 1.448 | 1888 | |
| 24 | Frank Sobreville | 1.446 | 1884 | |
| 25 | Daniel Brown | 1.442 | 1885 | |
| 26 | Lynwood Trease | 1.435 | 1884 | |
| 27 | Harvey Reese | 1.432 | 1884 | |
| 27 | Tom Hardeman | 1.432 | 1883 | |
| 29 | Daniel Gladney | 1.429 | 1885 | |
| 30 | Clyde Milson | 1.428 | 1885 | |
| 30 | Al Lowther | 1.428 | 1883 | |
| 32 | Moses Benjamin | 1.420 | 1885 | |
| 33 | Michael Colman | 1.414 | 1885 | |
| 34 | Moses Benjamin | 1.413 | 1883 | |
| 34 | Eddie Cooper | 1.413 | 1891 | |
| 36 | George Williams | 1.408 | 1885 | |
| 37 | Eddie Jackson | 1.406 | 1886 | |
| 38 | Frank Sobreville | 1.405 | 1885 | |
| 39 | Clyde Milson | 1.404 | 1886 | |
| 40 | Hugo Lamb | 1.397 | 1880 | |
| 41 | Ben Lengel | 1.394 | 1913 | |
| 42 | John Patrick | 1.389 | 1883 | |
| 43 | Tommy Allen | 1.385 | 1886 | |
| 44 | Steve Airington | 1.378 | 1876 | |
| 45 | Albert Bedard | 1.375 | 1886 | |
| 46 | Amos Gatlin | 1.373 | 1899 | |
| 46 | Henry Dixon | 1.373 | 1884 | |
| 48 | John Patrick | 1.370 | 1885 | |
| 49 | Tom Hardeman | 1.364 | 1886 | |
| 50 | Tom Hardeman | 1.363 | 1888 | |
| 51 | Daniel Gladney | 1.362 | 1888 | |
| 52 | Jack Taylor | 1.361 | 1888 | |
| 53 | George Smith | 1.357 | 1886 | |
| 53 | Frank Sobreville | 1.357 | 1886 | |
| 55 | Ernst Meier | 1.356 | 1924 | |
| 56 | Willie Daniels | 1.352 | 1883 | |
| 57 | Tom Hardeman | 1.350 | 1889 | |
| 58 | Ed Shaw | 1.348 | 1920 | |
| 59 | Bill Watson | 1.346 | 1901 | |
| 60 | Mike Taylor | 1.341 | 1934 | |
| 61 | Steve Airington | 1.340 | 1883 | |
| 62 | Glenn Fittan | 1.338 | 1880 | |
| 63 | Marsh Perry | 1.333 | 1883 | |
| 63 | Tommy Allen | 1.333 | 1888 | |
| 63 | George Nickelson | 1.333 | 1888 | |
| 63 | Frank Sobreville | 1.333 | 1888 | |
| 63 | George Johnson | 1.333 | 1885 | |
| 68 | Glenn Fittan | 1.327 | 1878 | |
| 69 | John Garrett | 1.326 | 1886 | |
| 69 | Jack Easton | 1.326 | 1886 | |
| 71 | Glenn Fittan | 1.321 | 1882 | |
| 71 | John Patrick | 1.321 | 1880 | |
| 73 | Tommy Allen | 1.319 | 1890 | |
| 74 | John Condon | 1.318 | 1916 | |
| 75 | Michael Fuller | 1.315 | 1889 | |
| 76 | George Nickelson | 1.310 | 1889 | |
| 77 | Donny Monaghan | 1.309 | 1876 | |
| 78 | Michael Fuller | 1.306 | 1891 | |
| 78 | Charlie DeVault | 1.306 | 1887 | |
| 80 | Willie Witter | 1.302 | 1888 | |
| 80 | Jake Perkins | 1.302 | 1883 | |
| 80 | David Winston | 1.302 | 1895 | |
| 83 | Tommy Allen | 1.300 | 1887 | |
| 84 | Albert Bedard | 1.296 | 1889 | |
| 85 | Sam Hurse | 1.294 | 1900 | |
| 86 | Jim DuShane | 1.293 | 1908 | |
| 87 | George Smith | 1.292 | 1889 | |
| 88 | Cliff Holland | 1.289 | 1887 | |
| 88 | Joe Holmes | 1.289 | 1892 | |
| 90 | Fred Barrell | 1.288 | 1941 | |
| 91 | Amos Gatlin | 1.287 | 1887 | |
| 92 | Ed Peacher | 1.286 | 1876 | |
| 93 | Amos Gatlin | 1.285 | 1898 | |
| 94 | Charlie Ward | 1.284 | 1935 | |
| 95 | Pete Casstevens | 1.282 | 1955 | |
| 96 | Frank Sobreville | 1.280 | 1889 | |
| 97 | Tommy Allen | 1.278 | 1891 | |
| 97 | Fred Wicker | 1.278 | 1893 | |
| 99 | George Nickelson | 1.276 | 1891 | |
| 100 | Harvey Reese | 1.275 | 1890 |
