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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | EFF | YEAR | Open Career Leaderboard |
|---|---|---|---|---|
| 1 | Charles Underwood | 1.223 | 1878 | |
| 2 | Pat Ramsey | 1.217 | 1878 | |
| 3 | Al Sanderson | 1.201 | 1879 | |
| 4 | Roger Frace | 1.200 | 1876 | |
| 5 | Bob Moore | 1.180 | 1876 | |
| 6 | Jack Wakeham | 1.165 | 1880 | |
| 7 | Charles Underwood | 1.162 | 1884 | |
| 8 | Charlie Dozier | 1.155 | 1884 | |
| 8 | Mike Atwell | 1.155 | 1876 | |
| 10 | Ed Moffitt | 1.150 | 1885 | |
| 10 | Dan Mitchell# | 1.150 | 1889 | |
| 12 | Ed Moffitt | 1.132 | 1887 | |
| 13 | Al Sanderson | 1.126 | 1880 | |
| 14 | Frank Daniels | 1.125 | 1890 | |
| 14 | Charles Underwood | 1.125 | 1877 | |
| 16 | Cal Hoffmann# | 1.122 | 1889 | |
| 17 | Ronald Houp | 1.120 | 1879 | |
| 18 | Edgar Woodard | 1.119 | 1883 | |
| 19 | Charles Underwood | 1.117 | 1879 | |
| 19 | Ed Moffitt | 1.117 | 1886 | |
| 21 | Bob Moore | 1.116 | 1877 | |
| 22 | Ronald Houp | 1.111 | 1880 | |
| 23 | Pat Ramsey | 1.110 | 1885 | |
| 24 | Ed Moffitt | 1.100 | 1882 | |
| 25 | Cal Hoffmann# | 1.099 | 1884 | |
| 25 | Charlie Dozier | 1.099 | 1883 | |
| 27 | Jack Wakeham | 1.094 | 1877 | |
| 28 | David Hudson# | 1.091 | 1891 | |
| 29 | Ed Moffitt | 1.090 | 1883 | |
| 30 | Charles Underwood | 1.086 | 1876 | |
| 30 | Ed Moffitt | 1.086 | 1881 | |
| 32 | Silas Harper# | 1.079 | 1886 | |
| 32 | Pat Ramsey | 1.079 | 1877 | |
| 32 | Frank Daniels | 1.079 | 1892 | |
| 35 | Jeff Work | 1.078 | 1882 | |
| 36 | Ken Tarran | 1.075 | 1882 | |
| 37 | Frank Hampton# | 1.074 | 1897 | |
| 38 | Frank Hampton# | 1.073 | 1898 | |
| 39 | Charles Underwood | 1.072 | 1882 | |
| 40 | Frank Daniels | 1.071 | 1897 | |
| 41 | Frank Daniels | 1.069 | 1893 | |
| 42 | Frank Daniels | 1.068 | 1894 | |
| 43 | Dan Mitchell# | 1.066 | 1888 | |
| 44 | Edgar Woodard | 1.064 | 1886 | |
| 44 | David Hudson# | 1.064 | 1897 | |
| 46 | Cal Hoffmann# | 1.063 | 1883 | |
| 47 | David Hudson# | 1.062 | 1896 | |
| 48 | Cal Hoffmann# | 1.060 | 1888 | |
| 49 | Charles Underwood | 1.059 | 1883 | |
| 49 | Hank Seidel | 1.059 | 1882 | |
| 49 | Henri Bastien | 1.059 | 1886 | |
| 52 | Frank Hampton# | 1.058 | 1896 | |
| 52 | David Hudson# | 1.058 | 1892 | |
| 54 | David Hudson# | 1.057 | 1894 | |
| 54 | David Hudson# | 1.057 | 1893 | |
| 56 | Lou Richter | 1.055 | 1890 | |
| 57 | Pete Kingsbury# | 1.054 | 1899 | |
| 58 | Alfred Dwyer# | 1.053 | 1895 | |
| 58 | Edgar Woodard | 1.053 | 1884 | |
| 58 | Frank Daniels | 1.053 | 1889 | |
| 61 | David Hudson# | 1.052 | 1895 | |
| 61 | Elmer Sparks# | 1.052 | 1897 | |
| 63 | Ed Moffitt | 1.051 | 1889 | |
| 63 | Dan Mitchell# | 1.051 | 1892 | |
| 65 | Frank Daniels | 1.050 | 1895 | |
| 66 | Frank Hampton# | 1.049 | 1895 | |
| 67 | Frank Hampton# | 1.048 | 1899 | |
| 68 | Elmer Sparks# | 1.047 | 1895 | |
| 68 | Dan Mitchell# | 1.047 | 1887 | |
| 70 | Frank Daniels | 1.045 | 1887 | |
| 70 | Silas Harper# | 1.045 | 1888 | |
| 70 | Frank Daniels | 1.045 | 1891 | |
| 70 | Frank Daniels | 1.045 | 1896 | |
| 74 | Charles Underwood | 1.043 | 1881 | |
| 75 | George Maroney# | 1.042 | 1892 | |
| 76 | Sam George | 1.041 | 1880 | |
| 76 | Dan Mitchell# | 1.041 | 1886 | |
| 78 | Alfred Dwyer# | 1.039 | 1892 | |
| 79 | Ed Stark# | 1.038 | 1890 | |
| 80 | Alfred Dwyer# | 1.036 | 1896 | |
| 81 | Elmer Sparks# | 1.035 | 1893 | |
| 81 | Pete Kingsbury# | 1.035 | 1898 | |
| 83 | David Hudson# | 1.034 | 1899 | |
| 83 | Alfred Dwyer# | 1.034 | 1893 | |
| 83 | George Maroney# | 1.034 | 1891 | |
| 83 | David Hudson# | 1.034 | 1898 | |
| 87 | Alfred Dwyer# | 1.033 | 1897 | |
| 88 | Ed Dietrich# | 1.031 | 1899 | |
| 89 | Ken Tarran | 1.030 | 1881 | |
| 90 | Al Sanderson | 1.029 | 1881 | |
| 91 | John Martin | 1.028 | 1885 | |
| 92 | Paul Ripley# | 1.027 | 1896 | |
| 93 | Alfred Dwyer# | 1.026 | 1894 | |
| 93 | Elmer Sparks# | 1.026 | 1892 | |
| 95 | Frank Daniels | 1.023 | 1888 | |
| 95 | Alfred Dwyer# | 1.023 | 1898 | |
| 95 | Alfred Dwyer# | 1.023 | 1899 | |
| 98 | Frank Daniels | 1.022 | 1898 | |
| 99 | Will Marsh# | 1.020 | 1894 | |
| 100 | Elmer Sparks# | 1.019 | 1894 |
