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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | EFF | YEAR | Open Career Leaderboard |
|---|---|---|---|---|
| 1 | Moses Benjamin | 1.309 | 1884 | |
| 2 | Cornelius Quimby | 1.264 | 1885 | |
| 3 | Cal Middleton | 1.248 | 1884 | |
| 4 | Cornelius Quimby | 1.223 | 1890 | |
| 5 | Cornelius Quimby | 1.208 | 1886 | |
| 6 | Cornelius Quimby | 1.202 | 1887 | |
| 7 | Claude Heaton | 1.199 | 1906 | |
| 8 | Cornelius Quimby | 1.183 | 1884 | |
| 9 | Otto Keating | 1.172 | 1902 | |
| 9 | John Patrick | 1.172 | 1883 | |
| 11 | Otis Wentworth | 1.171 | 1888 | |
| 12 | George Ammons# | 1.170 | 1904 | |
| 13 | Oliver Menzies | 1.163 | 1897 | |
| 14 | Moses Benjamin | 1.153 | 1883 | |
| 15 | Elmer McKinzy | 1.152 | 1894 | |
| 16 | Glenn Fittan | 1.150 | 1878 | |
| 17 | Elmer McKinzy | 1.146 | 1895 | |
| 18 | Doc Perrin# | 1.145 | 1907 | |
| 19 | George Ammons# | 1.144 | 1907 | |
| 19 | Art Brogan# | 1.144 | 1905 | |
| 21 | Cyrus McKelvie | 1.142 | 1884 | |
| 21 | Otto Keating | 1.142 | 1899 | |
| 23 | Hugh Weaver | 1.141 | 1901 | |
| 24 | Theo Hubbard | 1.140 | 1894 | |
| 25 | Cal Middleton | 1.138 | 1895 | |
| 26 | Ed Monahan | 1.137 | 1887 | |
| 27 | Red Brzycki# | 1.135 | 1905 | |
| 28 | Otto Keating | 1.133 | 1903 | |
| 28 | Chip Dutra# | 1.133 | 1903 | |
| 30 | Charlie Gamble# | 1.131 | 1906 | |
| 30 | Art Brogan# | 1.131 | 1907 | |
| 32 | Clyde Evans | 1.129 | 1901 | |
| 33 | Chester Ashby# | 1.126 | 1899 | |
| 34 | Red Brzycki# | 1.123 | 1903 | |
| 35 | Moses Benjamin | 1.122 | 1886 | |
| 36 | Claude Heaton | 1.121 | 1904 | |
| 36 | Chester Ashby# | 1.121 | 1895 | |
| 36 | Elmer McKinzy | 1.121 | 1902 | |
| 39 | Elmer Aubert | 1.120 | 1900 | |
| 40 | Claude Heaton | 1.118 | 1896 | |
| 40 | Chester Noonan | 1.118 | 1896 | |
| 40 | George Ammons# | 1.118 | 1905 | |
| 43 | Hugo Lamb | 1.117 | 1880 | |
| 44 | Milton Gatlin | 1.116 | 1888 | |
| 45 | Oliver Menzies | 1.115 | 1896 | |
| 46 | George Pinkerton# | 1.113 | 1907 | |
| 46 | Jack Cassell | 1.113 | 1885 | |
| 48 | Cliff Holland | 1.111 | 1879 | |
| 48 | Cornelius Quimby | 1.111 | 1891 | |
| 48 | Cal Middleton | 1.111 | 1883 | |
| 51 | Claude Heaton | 1.107 | 1895 | |
| 51 | Otis Wentworth | 1.107 | 1889 | |
| 51 | Art Brogan# | 1.107 | 1906 | |
| 54 | Claude Heaton | 1.106 | 1892 | |
| 54 | Elmer Horton# | 1.106 | 1903 | |
| 56 | Art Brogan# | 1.104 | 1902 | |
| 57 | Vic Nesbitt# | 1.103 | 1902 | |
| 58 | Cal Middleton | 1.100 | 1888 | |
| 58 | Ed Monahan | 1.100 | 1903 | |
| 60 | Cal Middleton | 1.097 | 1886 | |
| 61 | Art Brogan# | 1.096 | 1900 | |
| 62 | Oliver Menzies | 1.095 | 1891 | |
| 63 | Elmer Aubert | 1.094 | 1902 | |
| 64 | Lou Curzon | 1.090 | 1898 | |
| 65 | Chip Dutra# | 1.086 | 1905 | |
| 66 | Eddie Jackson | 1.085 | 1886 | |
| 67 | Art Brogan# | 1.083 | 1904 | |
| 68 | Roy Randle | 1.081 | 1902 | |
| 68 | Mike Morrow# | 1.081 | 1906 | |
| 70 | Eddie Jackson | 1.080 | 1884 | |
| 70 | David Meehan | 1.080 | 1889 | |
| 72 | Jean Beckwith# | 1.079 | 1907 | |
| 73 | Claude Heaton | 1.077 | 1899 | |
| 73 | Red Brzycki# | 1.077 | 1904 | |
| 75 | Claude Heaton | 1.076 | 1893 | |
| 75 | Art Brogan# | 1.076 | 1896 | |
| 77 | Jean Beckwith# | 1.074 | 1894 | |
| 77 | Cornelius Quimby | 1.074 | 1888 | |
| 77 | Otto Keating | 1.074 | 1900 | |
| 80 | Hugh Weaver | 1.072 | 1902 | |
| 80 | Theo Hubbard | 1.072 | 1893 | |
| 82 | Roy Randle | 1.068 | 1898 | |
| 82 | Elmer Horton# | 1.068 | 1906 | |
| 84 | Elmer Aubert | 1.067 | 1897 | |
| 85 | Judson Perry | 1.065 | 1885 | |
| 85 | Moses Benjamin | 1.065 | 1885 | |
| 87 | Pete Blackwell# | 1.064 | 1903 | |
| 87 | Hugh Weaver | 1.064 | 1890 | |
| 89 | Red Brzycki# | 1.063 | 1907 | |
| 90 | Suter Cox# | 1.062 | 1907 | |
| 90 | Joe Whitcomb | 1.062 | 1878 | |
| 90 | Ed Monahan | 1.062 | 1892 | |
| 93 | Cornelius Quimby | 1.058 | 1882 | |
| 93 | Cornelius Quimby | 1.058 | 1881 | |
| 95 | Elmer Aubert | 1.057 | 1889 | |
| 95 | Cal Middleton | 1.057 | 1891 | |
| 95 | Lou Curzon | 1.057 | 1891 | |
| 95 | Claude Heaton | 1.057 | 1897 | |
| 99 | Otto Keating | 1.056 | 1889 | |
| 100 | Cal Middleton | 1.054 | 1887 |
