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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 | Joe Farley# | 1.106 | 1907 | |
| 24 | John Underwood# | 1.106 | 1907 | |
| 24 | Otis Gillespie# | 1.106 | 1907 | |
| 24 | Mickey Dahlberg# | 1.106 | 1904 | |
| 28 | Ed Moffitt | 1.100 | 1882 | |
| 29 | Cal Hoffmann | 1.099 | 1884 | |
| 29 | Elmer Manning# | 1.099 | 1905 | |
| 29 | Charlie Dozier | 1.099 | 1883 | |
| 32 | Joe Farley# | 1.097 | 1906 | |
| 33 | Jack Wakeham | 1.094 | 1877 | |
| 34 | Dutch Keiler# | 1.093 | 1905 | |
| 34 | Mickey Dahlberg# | 1.093 | 1905 | |
| 34 | John Underwood# | 1.093 | 1905 | |
| 37 | Mickey Dahlberg# | 1.091 | 1906 | |
| 37 | David Hudson | 1.091 | 1891 | |
| 39 | Ed Moffitt | 1.090 | 1883 | |
| 40 | Charles Underwood | 1.086 | 1876 | |
| 40 | Ed Moffitt | 1.086 | 1881 | |
| 42 | Joe Farley# | 1.085 | 1905 | |
| 43 | Mickey Dahlberg# | 1.084 | 1907 | |
| 44 | Dutch Keiler# | 1.081 | 1904 | |
| 45 | Silas Harper | 1.079 | 1886 | |
| 45 | Pat Ramsey | 1.079 | 1877 | |
| 45 | Frank Daniels | 1.079 | 1892 | |
| 48 | Jeff Work | 1.078 | 1882 | |
| 48 | Pete Kingsbury# | 1.078 | 1904 | |
| 50 | Pete Kingsbury# | 1.077 | 1902 | |
| 51 | Ed Dietrich# | 1.076 | 1901 | |
| 52 | Ken Tarran | 1.075 | 1882 | |
| 53 | Frank Hampton | 1.074 | 1897 | |
| 53 | John Underwood# | 1.074 | 1906 | |
| 55 | Frank Hampton | 1.073 | 1898 | |
| 56 | Charles Underwood | 1.072 | 1882 | |
| 57 | Frank Daniels | 1.071 | 1897 | |
| 58 | Frank Daniels | 1.069 | 1893 | |
| 59 | Frank Daniels | 1.068 | 1894 | |
| 60 | Dan Mitchell | 1.066 | 1888 | |
| 61 | Pete Kingsbury# | 1.065 | 1905 | |
| 62 | Edgar Woodard | 1.064 | 1886 | |
| 62 | David Hudson | 1.064 | 1897 | |
| 64 | Cal Hoffmann | 1.063 | 1883 | |
| 65 | Milton Rinck# | 1.062 | 1904 | |
| 65 | David Hudson | 1.062 | 1896 | |
| 67 | Bill Greenham# | 1.061 | 1907 | |
| 67 | Ed Dietrich# | 1.061 | 1900 | |
| 69 | Cal Hoffmann | 1.060 | 1888 | |
| 70 | Charles Underwood | 1.059 | 1883 | |
| 70 | John Underwood# | 1.059 | 1904 | |
| 70 | Hank Seidel | 1.059 | 1882 | |
| 70 | Henri Bastien | 1.059 | 1886 | |
| 74 | John Hamilton# | 1.058 | 1906 | |
| 74 | Frank Hampton | 1.058 | 1896 | |
| 74 | David Hudson | 1.058 | 1892 | |
| 77 | David Hudson | 1.057 | 1894 | |
| 77 | David Hudson | 1.057 | 1893 | |
| 77 | Milton Rinck# | 1.057 | 1903 | |
| 80 | John Underwood# | 1.056 | 1903 | |
| 81 | Lou Richter | 1.055 | 1890 | |
| 82 | Pete Kingsbury# | 1.054 | 1899 | |
| 83 | Alfred Dwyer | 1.053 | 1895 | |
| 83 | Pete Kingsbury# | 1.053 | 1901 | |
| 83 | Edgar Woodard | 1.053 | 1884 | |
| 83 | Frank Daniels | 1.053 | 1889 | |
| 87 | David Hudson | 1.052 | 1895 | |
| 87 | Pete Kingsbury# | 1.052 | 1907 | |
| 87 | Milton Rinck# | 1.052 | 1906 | |
| 87 | Elmer Sparks | 1.052 | 1897 | |
| 91 | Elmer Sparks | 1.051 | 1901 | |
| 91 | Joe Farley# | 1.051 | 1904 | |
| 91 | Ed Moffitt | 1.051 | 1889 | |
| 91 | Dan Mitchell | 1.051 | 1892 | |
| 95 | Milton Rinck# | 1.050 | 1905 | |
| 95 | Elmer Manning# | 1.050 | 1906 | |
| 95 | Frank Daniels | 1.050 | 1895 | |
| 98 | Frank Hampton | 1.049 | 1895 | |
| 99 | Frank Hampton | 1.048 | 1899 | |
| 100 | Elmer Sparks | 1.047 | 1895 |
