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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | EFF | YEAR | Open Career Leaderboard |
|---|---|---|---|---|
| 1 | Pat Ramsey | 1.295 | 1879 | |
| 2 | Ray Preston | 1.284 | 1876 | |
| 3 | Oscar Faust | 1.263 | 1878 | |
| 4 | Otis Collier# | 1.248 | 1879 | |
| 5 | Dow Walker | 1.244 | 1876 | |
| 6 | Jim Scarborough | 1.236 | 1876 | |
| 7 | Tom Dunn# | 1.203 | 1882 | |
| 8 | Otis Collier# | 1.179 | 1880 | |
| 9 | Otis Collier# | 1.166 | 1877 | |
| 10 | Otis Collier# | 1.163 | 1881 | |
| 11 | Paul Moton | 1.161 | 1883 | |
| 12 | Jim Scarborough | 1.160 | 1880 | |
| 13 | Paul Buehler | 1.157 | 1877 | |
| 13 | Paul Buehler | 1.157 | 1881 | |
| 15 | Paul Moton | 1.136 | 1882 | |
| 16 | Jim Scarborough | 1.098 | 1877 | |
| 17 | Ed Dibrell# | 1.097 | 1885 | |
| 18 | Otis Collier# | 1.094 | 1887 | |
| 19 | Tom Dunn# | 1.086 | 1883 | |
| 20 | Paul Buehler | 1.083 | 1883 | |
| 21 | Ed Dibrell# | 1.078 | 1886 | |
| 22 | John Cheatom | 1.072 | 1876 | |
| 22 | Ed Dibrell# | 1.072 | 1884 | |
| 24 | Otis Collier# | 1.070 | 1889 | |
| 25 | Roy Bancroft# | 1.068 | 1889 | |
| 26 | Ed Dibrell# | 1.064 | 1889 | |
| 26 | Joe Osborn# | 1.064 | 1885 | |
| 28 | Paul Buehler | 1.062 | 1884 | |
| 29 | Denny Profitt | 1.058 | 1876 | |
| 30 | Paul Buehler | 1.050 | 1888 | |
| 31 | Ed Reed# | 1.049 | 1885 | |
| 32 | Joe Osborn# | 1.047 | 1887 | |
| 32 | Ed Dibrell# | 1.047 | 1888 | |
| 34 | Jim Scarborough | 1.046 | 1883 | |
| 35 | Jim Scarborough | 1.042 | 1882 | |
| 36 | Joe Osborn# | 1.038 | 1888 | |
| 36 | Will Kingsley# | 1.038 | 1890 | |
| 38 | Jim Scarborough | 1.035 | 1881 | |
| 39 | James Johnson | 1.034 | 1879 | |
| 40 | Len Culver# | 1.032 | 1890 | |
| 41 | Simon Merrill# | 1.030 | 1890 | |
| 42 | Ed Dibrell# | 1.029 | 1887 | |
| 43 | Abel Schmidt# | 1.026 | 1888 | |
| 43 | Joe Osborn# | 1.026 | 1886 | |
| 45 | Paul Moton | 1.024 | 1881 | |
| 46 | Paul Buehler | 1.023 | 1887 | |
| 47 | Ed Dibrell# | 1.019 | 1883 | |
| 48 | Paul Buehler | 1.018 | 1882 | |
| 49 | Paul Buehler | 1.017 | 1886 | |
| 49 | Bob Seigle# | 1.017 | 1890 | |
| 51 | Roy Bancroft# | 1.013 | 1888 | |
| 52 | Manuel Grey | 1.012 | 1887 | |
| 53 | Jack Cornwell# | 1.009 | 1886 | |
| 54 | Tom Dunn# | 1.007 | 1884 | |
| 54 | Ben Gladstone | 1.007 | 1880 | |
| 56 | Otis Collier# | 1.006 | 1888 | |
| 57 | Nate Locke# | 1.004 | 1880 | |
| 58 | Joe Osborn# | 1.002 | 1884 | |
| 59 | Otis Collier# | 1.001 | 1890 | |
| 60 | Manuel Grey | 0.998 | 1885 | |
| 61 | Ed Reed# | 0.997 | 1890 | |
| 61 | Tom Dunn# | 0.997 | 1886 | |
| 63 | Ollie Herren | 0.996 | 1878 | |
| 64 | Ed Fobbs# | 0.995 | 1884 | |
| 65 | Paul Buehler | 0.994 | 1878 | |
| 65 | Joe Osborn# | 0.994 | 1889 | |
| 67 | Jim Scarborough | 0.992 | 1884 | |
| 68 | Ed Dibrell# | 0.990 | 1881 | |
| 68 | Paul Buehler | 0.990 | 1885 | |
| 70 | Herbert Thayer# | 0.986 | 1882 | |
| 70 | Nate Locke# | 0.986 | 1881 | |
| 72 | Sam Sorenson | 0.985 | 1880 | |
| 73 | Jim Scarborough | 0.978 | 1885 | |
| 74 | Joe Bromley# | 0.975 | 1889 | |
| 75 | Paul Moton | 0.973 | 1884 | |
| 76 | Tom Dunn# | 0.972 | 1887 | |
| 76 | Theo Black# | 0.972 | 1880 | |
| 78 | Otis Collier# | 0.971 | 1886 | |
| 79 | Ed Reed# | 0.967 | 1886 | |
| 80 | Will Hardeman# | 0.964 | 1890 | |
| 81 | Douglas Glover | 0.963 | 1878 | |
| 82 | Tom Dunn# | 0.961 | 1888 | |
| 83 | Joe Whiteside# | 0.960 | 1890 | |
| 84 | Hamilton Lee | 0.957 | 1876 | |
| 85 | Otis Collier# | 0.952 | 1878 | |
| 86 | Elmer Davis# | 0.949 | 1889 | |
| 87 | Frank Harmon# | 0.943 | 1887 | |
| 88 | Theo Black# | 0.941 | 1879 | |
| 89 | Tom Dunn# | 0.940 | 1889 | |
| 90 | Tom Dunn# | 0.935 | 1885 | |
| 91 | Levi Mueller# | 0.933 | 1880 | |
| 92 | Manuel Grey | 0.929 | 1886 | |
| 93 | Otis Collier# | 0.924 | 1882 | |
| 94 | James Clark | 0.922 | 1887 | |
| 95 | Bill Badway | 0.914 | 1878 | |
| 96 | Sam Carter | 0.910 | 1880 | |
| 97 | Otis Collier# | 0.909 | 1885 | |
| 98 | Sam Carter | 0.908 | 1879 | |
| 99 | Paul Moton | 0.907 | 1880 | |
| 100 | George Tremblay# | 0.905 | 1883 |
