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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 | Lou Kirchner# | 1.117 | 1898 | |
| 17 | Roy Bancroft# | 1.116 | 1896 | |
| 18 | Roy Bancroft# | 1.108 | 1895 | |
| 19 | Roy Bancroft# | 1.100 | 1899 | |
| 20 | Ed Dibrell | 1.098 | 1894 | |
| 20 | Jim Scarborough | 1.098 | 1877 | |
| 22 | Ed Dibrell | 1.097 | 1885 | |
| 23 | Otis Collier | 1.094 | 1887 | |
| 24 | Clarence Tate# | 1.091 | 1898 | |
| 24 | Clarence Tate# | 1.091 | 1899 | |
| 26 | Roy Bancroft# | 1.088 | 1893 | |
| 27 | Tom Dunn# | 1.086 | 1883 | |
| 27 | Charlie Acheson# | 1.086 | 1892 | |
| 29 | Paul Buehler | 1.083 | 1883 | |
| 30 | Ed Dibrell | 1.079 | 1895 | |
| 31 | Ed Dibrell | 1.078 | 1886 | |
| 32 | Ed Dibrell | 1.077 | 1893 | |
| 33 | Lou Jewett# | 1.075 | 1897 | |
| 34 | Charley Mertens# | 1.074 | 1899 | |
| 35 | John Cheatom | 1.072 | 1876 | |
| 35 | Ed Dibrell | 1.072 | 1884 | |
| 37 | Joe Whiteside# | 1.071 | 1896 | |
| 38 | Otis Collier | 1.070 | 1889 | |
| 39 | Roy Bancroft# | 1.068 | 1889 | |
| 39 | Ed Dibrell | 1.068 | 1891 | |
| 41 | Roy Bancroft# | 1.067 | 1897 | |
| 42 | Charley Mertens# | 1.065 | 1898 | |
| 43 | Ed Dibrell | 1.064 | 1889 | |
| 43 | Joe Osborn# | 1.064 | 1885 | |
| 45 | Joe Whiteside# | 1.063 | 1899 | |
| 46 | Paul Buehler | 1.062 | 1884 | |
| 47 | Lou Jewett# | 1.060 | 1896 | |
| 48 | Otis Watters# | 1.059 | 1895 | |
| 49 | Lou Kirchner# | 1.058 | 1894 | |
| 49 | Denny Profitt | 1.058 | 1876 | |
| 49 | Roy Bancroft# | 1.058 | 1894 | |
| 52 | Roy Bancroft# | 1.056 | 1898 | |
| 53 | Charley Mertens# | 1.051 | 1892 | |
| 54 | Paul Buehler | 1.050 | 1888 | |
| 55 | Walt Harkness# | 1.049 | 1896 | |
| 55 | Ed Reed# | 1.049 | 1885 | |
| 57 | Ed Dibrell | 1.048 | 1892 | |
| 58 | Joe Osborn# | 1.047 | 1887 | |
| 58 | Otis Wentworth# | 1.047 | 1893 | |
| 58 | Ed Dibrell | 1.047 | 1888 | |
| 61 | Jim Scarborough | 1.046 | 1883 | |
| 61 | Al Chatman# | 1.046 | 1892 | |
| 63 | Roy Bancroft# | 1.042 | 1892 | |
| 63 | Jim Scarborough | 1.042 | 1882 | |
| 65 | Simon Merrill# | 1.040 | 1891 | |
| 65 | Charley Mertens# | 1.040 | 1894 | |
| 67 | Lou Kirchner# | 1.039 | 1896 | |
| 67 | Joe Whiteside# | 1.039 | 1892 | |
| 69 | Joe Osborn# | 1.038 | 1888 | |
| 69 | Will Kingsley | 1.038 | 1890 | |
| 69 | Joe Whiteside# | 1.038 | 1893 | |
| 69 | Lou Kirchner# | 1.038 | 1897 | |
| 73 | Roy Bancroft# | 1.035 | 1891 | |
| 73 | Jim Scarborough | 1.035 | 1881 | |
| 73 | Lou Kirchner# | 1.035 | 1895 | |
| 76 | James Johnson | 1.034 | 1879 | |
| 76 | Otis Watters# | 1.034 | 1898 | |
| 78 | Len Culver# | 1.032 | 1890 | |
| 79 | Will Marsh# | 1.031 | 1892 | |
| 79 | Joe Whiteside# | 1.031 | 1891 | |
| 81 | Simon Merrill# | 1.030 | 1890 | |
| 82 | Ed Dibrell | 1.029 | 1887 | |
| 83 | Lou Jewett# | 1.027 | 1898 | |
| 84 | Abel Schmidt | 1.026 | 1888 | |
| 84 | Otis Wentworth# | 1.026 | 1895 | |
| 84 | Joe Osborn# | 1.026 | 1886 | |
| 87 | Paul Moton | 1.024 | 1881 | |
| 88 | Paul Buehler | 1.023 | 1887 | |
| 89 | Ed Dibrell | 1.019 | 1883 | |
| 89 | Otis Wentworth# | 1.019 | 1896 | |
| 91 | Paul Buehler | 1.018 | 1882 | |
| 92 | Paul Buehler | 1.017 | 1886 | |
| 92 | Bob Seigle# | 1.017 | 1890 | |
| 92 | Lou Jewett# | 1.017 | 1895 | |
| 95 | Fred Lorraine# | 1.015 | 1899 | |
| 96 | Walt Harkness# | 1.013 | 1899 | |
| 96 | Roy Bancroft# | 1.013 | 1888 | |
| 98 | Manuel Grey | 1.012 | 1887 | |
| 99 | Tom Dunn# | 1.011 | 1897 | |
| 100 | Jack Cornwell | 1.009 | 1886 |
