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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | EFF | YEAR | Open Career Leaderboard |
|---|---|---|---|---|
| 1 | Rowland Wilson | 1.205 | 1882 | |
| 2 | Ike Beall# | 1.184 | 1889 | |
| 3 | Rufus Cassidy# | 1.168 | 1890 | |
| 4 | Rufus Cassidy# | 1.155 | 1886 | |
| 5 | Tom Leonard | 1.146 | 1883 | |
| 5 | Ike Beall# | 1.146 | 1890 | |
| 7 | Ronald Houp | 1.145 | 1882 | |
| 8 | William Pauling | 1.143 | 1883 | |
| 9 | Jim Byrne# | 1.138 | 1888 | |
| 10 | Joe Amaker | 1.128 | 1886 | |
| 11 | Fred Knott | 1.120 | 1883 | |
| 12 | Ronald Houp | 1.113 | 1883 | |
| 13 | Jack Carr | 1.098 | 1885 | |
| 14 | Rufus Cassidy# | 1.096 | 1888 | |
| 15 | Ed Dobson# | 1.086 | 1889 | |
| 15 | Theo Meyer# | 1.086 | 1883 | |
| 17 | Tom Leonard | 1.079 | 1886 | |
| 18 | Chuck Cheatham | 1.069 | 1884 | |
| 19 | Elmer Beyah# | 1.059 | 1890 | |
| 19 | Jim Byrne# | 1.059 | 1889 | |
| 19 | Rufus Cassidy# | 1.059 | 1889 | |
| 22 | William Pauling | 1.057 | 1884 | |
| 23 | Rufus Cassidy# | 1.056 | 1887 | |
| 24 | Rufus Cassidy# | 1.055 | 1885 | |
| 25 | Alfred Calhoun# | 1.054 | 1884 | |
| 26 | Charlie Dozier | 1.052 | 1889 | |
| 27 | Tom Leonard | 1.051 | 1884 | |
| 28 | Fred Mathews | 1.047 | 1885 | |
| 29 | Reginald Sykes# | 1.043 | 1887 | |
| 30 | Ed Dobson# | 1.042 | 1890 | |
| 31 | Ed Dobson# | 1.041 | 1888 | |
| 31 | Fred Knott | 1.041 | 1884 | |
| 33 | Joe Amaker | 1.036 | 1885 | |
| 34 | Joe Amaker | 1.035 | 1887 | |
| 35 | Jack Carr | 1.033 | 1884 | |
| 36 | Theo Blue# | 1.022 | 1884 | |
| 36 | Tom Gagnon# | 1.022 | 1886 | |
| 38 | Alfred Calhoun# | 1.020 | 1885 | |
| 39 | Tom Leonard | 1.018 | 1885 | |
| 40 | Nate Jennings# | 1.012 | 1887 | |
| 41 | Tom Leonard | 0.993 | 1887 | |
| 42 | Harry Haight | 0.991 | 1884 | |
| 42 | Joe Amaker | 0.991 | 1888 | |
| 44 | Ed Jarrell# | 0.986 | 1884 | |
| 45 | David Bickford# | 0.983 | 1887 | |
| 46 | William Pauling | 0.973 | 1887 | |
| 47 | Silas Hance# | 0.968 | 1890 | |
| 48 | Alfred Burgess# | 0.962 | 1889 | |
| 49 | Reginald Sykes# | 0.961 | 1886 | |
| 50 | William Pauling | 0.953 | 1888 | |
| 51 | Nate Jennings# | 0.951 | 1888 | |
| 52 | David Bickford# | 0.946 | 1888 | |
| 53 | Fred Wilkins# | 0.933 | 1882 | |
| 54 | Walt Ray# | 0.921 | 1882 | |
| 55 | David Bickford# | 0.917 | 1886 | |
| 56 | William Pauling | 0.916 | 1882 | |
| 56 | Will Manning# | 0.916 | 1890 | |
| 58 | Silas Keane# | 0.910 | 1887 | |
| 59 | Silas Hance# | 0.906 | 1889 | |
| 60 | Alfred Myrick | 0.897 | 1882 | |
| 61 | Ed Austin# | 0.894 | 1888 | |
| 62 | William Pauling | 0.891 | 1886 | |
| 63 | Alfred Calhoun# | 0.883 | 1886 | |
| 64 | William Pauling | 0.868 | 1885 | |
| 65 | Otis Foley# | 0.863 | 1890 | |
| 66 | David Bickford# | 0.850 | 1890 | |
| 67 | David Bickford# | 0.847 | 1885 | |
| 68 | Fred Wilkins# | 0.834 | 1883 | |
| 69 | Walt Ray# | 0.816 | 1883 | |
| 70 | George Smith | 0.770 | 1884 | |
| 71 | David Bickford# | 0.768 | 1889 | |
| 72 | Sam Buteau# | 0.765 | 1883 |
