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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | EFF | YEAR | Open Career Leaderboard |
|---|---|---|---|---|
| 1 | Johnny Kildare | 1.358 | 1883 | |
| 2 | David Meehan# | 1.287 | 1884 | |
| 3 | David Meehan# | 1.231 | 1885 | |
| 4 | Albert Bedard | 1.229 | 1886 | |
| 5 | Cliff Holland | 1.205 | 1884 | |
| 6 | Frank Hale# | 1.197 | 1889 | |
| 7 | Harvey Keller# | 1.163 | 1888 | |
| 8 | Harvey Keller# | 1.148 | 1886 | |
| 9 | Steve Neal# | 1.134 | 1887 | |
| 10 | Lew Cormack# | 1.125 | 1890 | |
| 11 | Herbert Bennett# | 1.124 | 1889 | |
| 11 | Cliff Holland | 1.124 | 1883 | |
| 13 | David Meehan# | 1.121 | 1887 | |
| 14 | Lew Cormack# | 1.100 | 1889 | |
| 15 | Alfred Mercier# | 1.096 | 1884 | |
| 16 | Harry Hall# | 1.084 | 1888 | |
| 17 | Lew Cormack# | 1.081 | 1888 | |
| 18 | John Patrick | 1.054 | 1884 | |
| 19 | Jimmie Casimir | 1.045 | 1883 | |
| 20 | Cyrus McKelvie# | 1.044 | 1887 | |
| 21 | Frank Hale# | 1.041 | 1885 | |
| 22 | Elmer McKinzy# | 1.040 | 1890 | |
| 22 | Herbert Bennett# | 1.040 | 1888 | |
| 24 | Cliff Holland | 1.033 | 1882 | |
| 25 | Henri Lavigne# | 1.027 | 1884 | |
| 26 | Cliff Holland | 1.023 | 1887 | |
| 27 | Theo Hubbard# | 1.022 | 1890 | |
| 28 | Harvey Keller# | 1.021 | 1889 | |
| 29 | Frank Hale# | 1.018 | 1883 | |
| 30 | Albert Bedard | 1.013 | 1889 | |
| 31 | Johnny King | 1.008 | 1885 | |
| 32 | Herbert Bennett# | 1.006 | 1890 | |
| 32 | David Meehan# | 1.006 | 1886 | |
| 34 | Art Phelps# | 1.004 | 1883 | |
| 35 | Frank Hale# | 1.001 | 1888 | |
| 36 | Harvey Keller# | 0.999 | 1887 | |
| 37 | Johnny King | 0.992 | 1886 | |
| 38 | Ed Monahan# | 0.983 | 1890 | |
| 39 | Nate Galvin# | 0.982 | 1885 | |
| 40 | Art Brogan# | 0.976 | 1890 | |
| 41 | Harvey Keller# | 0.971 | 1885 | |
| 42 | Johnny King | 0.970 | 1884 | |
| 43 | Oscar Foster# | 0.968 | 1885 | |
| 44 | Frank Hale# | 0.967 | 1886 | |
| 45 | Willard Powell | 0.964 | 1883 | |
| 46 | Fred Farnham# | 0.958 | 1888 | |
| 47 | Frank Hale# | 0.953 | 1887 | |
| 48 | Tom Sidberry# | 0.951 | 1885 | |
| 49 | Bob Parkman# | 0.946 | 1890 | |
| 50 | Jack Lewis | 0.943 | 1889 | |
| 51 | Lou Curzon# | 0.942 | 1884 | |
| 52 | Willie Daniels | 0.940 | 1883 | |
| 52 | John Fryar | 0.940 | 1882 | |
| 52 | Harry Hall# | 0.940 | 1882 | |
| 55 | Albert Bedard | 0.936 | 1887 | |
| 56 | Fred Farnham# | 0.932 | 1887 | |
| 57 | George Smith | 0.930 | 1886 | |
| 58 | Art Brogan# | 0.924 | 1889 | |
| 59 | Alfred Mercier# | 0.911 | 1886 | |
| 60 | Willard Powell | 0.899 | 1884 | |
| 61 | Frank Hale# | 0.896 | 1884 | |
| 62 | George Smith | 0.890 | 1887 | |
| 63 | David Meehan# | 0.889 | 1888 | |
| 64 | Ray Key# | 0.885 | 1890 | |
| 65 | Ike Stedman# | 0.882 | 1888 | |
| 66 | Elmer McKinzy# | 0.856 | 1884 | |
| 67 | Roy Randle# | 0.847 | 1890 | |
| 68 | Walt Ray# | 0.834 | 1884 | |
| 69 | Nate Galvin# | 0.793 | 1886 | |
| 69 | John Patrick | 0.793 | 1885 | |
| 71 | Morgan Lewis | 0.787 | 1882 | |
| 72 | Will Bellamy | 0.726 | 1882 | |
| 73 | Otis Bey# | 0.683 | 1889 | |
| 74 | Jake Perkins | 0.679 | 1883 | |
| 75 | Ray McIntyre# | 0.365 | 1882 |
