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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | EFF | YEAR | Open Career Leaderboard |
|---|---|---|---|---|
| 1 | Elmer Townsend# | 1.140 | 1898 | |
| 2 | Gene Deschamps# | 1.135 | 1893 | |
| 3 | Gene Deschamps# | 1.121 | 1894 | |
| 4 | Gene Deschamps# | 1.115 | 1895 | |
| 5 | Tobias Brown | 1.111 | 1876 | |
| 6 | Cyrus Pittman | 1.110 | 1876 | |
| 6 | Gene Neumann# | 1.110 | 1894 | |
| 8 | Ray Miser# | 1.109 | 1897 | |
| 9 | Gene Deschamps# | 1.094 | 1897 | |
| 10 | Gene Deschamps# | 1.092 | 1885 | |
| 11 | Jasper Milson# | 1.088 | 1882 | |
| 12 | Gene Deschamps# | 1.087 | 1891 | |
| 13 | Gene Deschamps# | 1.086 | 1896 | |
| 13 | Elmer Townsend# | 1.086 | 1899 | |
| 15 | Cyrus Pittman | 1.085 | 1879 | |
| 15 | Ben Schaefer | 1.085 | 1890 | |
| 17 | Elmer Townsend# | 1.084 | 1895 | |
| 18 | Tobias Brown | 1.081 | 1878 | |
| 18 | Gene Neumann# | 1.081 | 1897 | |
| 18 | Edgar Woodard | 1.081 | 1881 | |
| 18 | Angus MacLeod# | 1.081 | 1896 | |
| 22 | Gene Parkhurst | 1.080 | 1887 | |
| 22 | Ray Miser# | 1.080 | 1895 | |
| 24 | Elmer Townsend# | 1.079 | 1896 | |
| 24 | Jimmy Thornton# | 1.079 | 1899 | |
| 26 | Ben Schaefer | 1.077 | 1893 | |
| 26 | Elmer Townsend# | 1.077 | 1897 | |
| 26 | Gene Neumann# | 1.077 | 1896 | |
| 29 | Edgar Turner# | 1.076 | 1898 | |
| 30 | Elmer Townsend# | 1.074 | 1894 | |
| 31 | Joe Watlington# | 1.070 | 1892 | |
| 32 | Joe Watlington# | 1.067 | 1893 | |
| 33 | Roy Alcott# | 1.066 | 1899 | |
| 33 | Ben Schaefer | 1.066 | 1891 | |
| 35 | Gene Deschamps# | 1.065 | 1892 | |
| 36 | Gene Neumann# | 1.064 | 1893 | |
| 37 | Walt Lopp | 1.063 | 1880 | |
| 37 | Ray Miser# | 1.063 | 1898 | |
| 39 | Bill Wells | 1.062 | 1876 | |
| 39 | Tobias Brown | 1.062 | 1877 | |
| 39 | Oscar Grant# | 1.062 | 1890 | |
| 42 | Will Stone# | 1.061 | 1892 | |
| 42 | Ray Miser# | 1.061 | 1896 | |
| 44 | Alfred Elder | 1.060 | 1883 | |
| 44 | Gene Neumann# | 1.060 | 1895 | |
| 46 | Theo Black | 1.057 | 1878 | |
| 46 | Will Ross | 1.057 | 1889 | |
| 48 | Art Gordon | 1.056 | 1881 | |
| 49 | Gene Parkhurst | 1.053 | 1888 | |
| 50 | Gene Parkhurst | 1.052 | 1886 | |
| 51 | Johnny Robertson | 1.051 | 1886 | |
| 51 | Oscar Grant# | 1.051 | 1889 | |
| 53 | Edgar Turner# | 1.050 | 1899 | |
| 54 | Bill Wells | 1.049 | 1877 | |
| 54 | Ben Schaefer | 1.049 | 1892 | |
| 56 | Gene Deschamps# | 1.048 | 1898 | |
| 56 | Gene Deschamps# | 1.048 | 1888 | |
| 58 | Theo Black | 1.047 | 1886 | |
| 58 | Jasper Milson# | 1.047 | 1887 | |
| 60 | Cyrus Pittman | 1.046 | 1883 | |
| 61 | Ed Austin# | 1.045 | 1891 | |
| 62 | Alfred Elder | 1.042 | 1881 | |
| 63 | Jasper Milson# | 1.041 | 1883 | |
| 64 | Cyrus Pittman | 1.040 | 1882 | |
| 65 | Henry Hazen | 1.038 | 1876 | |
| 65 | Andy Stanhope | 1.038 | 1880 | |
| 65 | Fred Knott | 1.038 | 1881 | |
| 68 | Lou Curzon# | 1.037 | 1888 | |
| 69 | Andy Stanhope | 1.036 | 1884 | |
| 70 | Martin Rogers# | 1.035 | 1890 | |
| 70 | Alfred Elder | 1.035 | 1880 | |
| 72 | Gene Parkhurst | 1.034 | 1889 | |
| 73 | Ray Miser# | 1.033 | 1894 | |
| 73 | Paul Dexter# | 1.033 | 1896 | |
| 73 | Pete Corbett# | 1.033 | 1898 | |
| 76 | George Smith | 1.032 | 1880 | |
| 77 | Joe Watlington# | 1.029 | 1888 | |
| 78 | Art Gordon | 1.028 | 1880 | |
| 79 | Jasper Milson# | 1.027 | 1884 | |
| 79 | John Mayfield# | 1.027 | 1895 | |
| 79 | Ray Miser# | 1.027 | 1892 | |
| 82 | Jasper Milson# | 1.026 | 1888 | |
| 82 | Ed Austin# | 1.026 | 1892 | |
| 84 | Will Stone# | 1.025 | 1893 | |
| 84 | Alfred Elder | 1.025 | 1884 | |
| 84 | Ray Miser# | 1.025 | 1899 | |
| 84 | Will Stone# | 1.025 | 1895 | |
| 88 | Hiram Whitman | 1.024 | 1880 | |
| 88 | Elmer Townsend# | 1.024 | 1892 | |
| 88 | Lloyd Brumback | 1.024 | 1879 | |
| 88 | Ray Miser# | 1.024 | 1893 | |
| 88 | Cyrus Pittman | 1.024 | 1884 | |
| 93 | Paul Dexter# | 1.021 | 1895 | |
| 93 | Elmer Townsend# | 1.021 | 1893 | |
| 95 | Gene Parkhurst | 1.020 | 1885 | |
| 95 | Ed Larkins | 1.020 | 1883 | |
| 97 | Tobias Brown | 1.019 | 1884 | |
| 97 | Elmer Horton# | 1.019 | 1899 | |
| 99 | Will Ross | 1.017 | 1887 | |
| 99 | Alfred Elder | 1.017 | 1879 |
