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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | EFF | YEAR | Open Career Leaderboard |
|---|---|---|---|---|
| 1 | Mike Atwell | 1.517 | 1876 | |
| 2 | Roy Frazer | 1.500 | 1876 | |
| 3 | Pat Ramsey | 1.460 | 1878 | |
| 4 | Charles Underwood | 1.453 | 1878 | |
| 5 | Bob Moore | 1.449 | 1876 | |
| 6 | Charles Underwood | 1.424 | 1876 | |
| 7 | Duane Chilson | 1.395 | 1878 | |
| 7 | Rowland Wilson | 1.395 | 1878 | |
| 9 | Jack Lewis | 1.384 | 1876 | |
| 10 | Pat Ramsey | 1.382 | 1877 | |
| 11 | Al Sanderson | 1.359 | 1878 | |
| 12 | Jack Wakeham | 1.355 | 1877 | |
| 13 | Al Sanderson | 1.352 | 1879 | |
| 14 | Patty Connaughton | 1.346 | 1876 | |
| 15 | Charles Underwood | 1.345 | 1877 | |
| 16 | Moses Ammon | 1.337 | 1883 | |
| 17 | Mike Lavine | 1.335 | 1876 | |
| 18 | Bob Moore | 1.332 | 1877 | |
| 19 | Charlie Dozier | 1.329 | 1883 | |
| 19 | Jack O'Brien | 1.329 | 1876 | |
| 21 | Paul Bell | 1.321 | 1878 | |
| 22 | Samuel Haggins | 1.313 | 1883 | |
| 23 | John Freeman | 1.311 | 1883 | |
| 24 | Samuel Haggins | 1.310 | 1887 | |
| 25 | Charlie Dozier | 1.305 | 1884 | |
| 26 | Moses Ammon | 1.303 | 1886 | |
| 27 | Jack Wakeham | 1.295 | 1880 | |
| 28 | Jack Goodman | 1.287 | 1886 | |
| 28 | Moses Ammon | 1.287 | 1884 | |
| 28 | Samuel Haggins | 1.287 | 1881 | |
| 31 | Charlie Tolliver | 1.286 | 1885 | |
| 32 | Moses Ammon | 1.283 | 1887 | |
| 33 | Charles Underwood | 1.281 | 1884 | |
| 34 | Pat Ramsey | 1.279 | 1885 | |
| 34 | Charles Underwood | 1.279 | 1882 | |
| 36 | Al Sanderson | 1.278 | 1881 | |
| 37 | Moses Ammon | 1.277 | 1890 | |
| 38 | Ned Clark | 1.276 | 1884 | |
| 39 | Jack Roach | 1.272 | 1889 | |
| 39 | Rob Torry | 1.272 | 1885 | |
| 41 | Jack Roach | 1.271 | 1887 | |
| 42 | Chuck King | 1.270 | 1882 | |
| 43 | Samuel Haggins | 1.268 | 1882 | |
| 44 | Ned Clark | 1.267 | 1883 | |
| 44 | Jeff Work | 1.267 | 1882 | |
| 46 | Sam George | 1.266 | 1880 | |
| 47 | Charles Underwood | 1.265 | 1883 | |
| 47 | John Cheatom | 1.265 | 1877 | |
| 49 | Tommy Allen | 1.264 | 1883 | |
| 50 | Ronald Houp | 1.263 | 1879 | |
| 50 | Moses Ammon | 1.263 | 1885 | |
| 52 | Samuel Haggins | 1.262 | 1880 | |
| 53 | Samuel Haggins | 1.261 | 1884 | |
| 53 | Moses Ammon | 1.261 | 1891 | |
| 55 | Rob Torry | 1.260 | 1886 | |
| 56 | Charles Underwood | 1.259 | 1879 | |
| 57 | Willie Moore | 1.258 | 1895 | |
| 58 | Johnny Nix | 1.256 | 1891 | |
| 59 | Roy Frazer | 1.254 | 1877 | |
| 60 | Roy Frazer | 1.252 | 1879 | |
| 60 | Eddie Frazier | 1.252 | 1890 | |
| 60 | Al Sanderson | 1.252 | 1880 | |
| 63 | Matthew Brown | 1.246 | 1890 | |
| 64 | Rick Craig | 1.245 | 1882 | |
| 64 | Ned Clark | 1.245 | 1887 | |
| 64 | Edwin Dudley | 1.245 | 1883 | |
| 67 | Jack Arabian* | 1.244 | 1896 | |
| 68 | John Freeman | 1.243 | 1886 | |
| 69 | Ronald Houp | 1.241 | 1880 | |
| 69 | Jack Goodman | 1.241 | 1887 | |
| 71 | Ned Clark | 1.238 | 1886 | |
| 71 | Willie Crump | 1.238 | 1887 | |
| 73 | Eddie Frazier | 1.235 | 1887 | |
| 73 | Rowland Wilson | 1.235 | 1881 | |
| 75 | Henry Tegtmeyer | 1.232 | 1880 | |
| 75 | Ned Clark | 1.232 | 1882 | |
| 75 | Ned Clark | 1.232 | 1889 | |
| 78 | Charlie Dozier | 1.231 | 1882 | |
| 79 | George Williams | 1.230 | 1886 | |
| 80 | Red Nutter | 1.229 | 1886 | |
| 81 | Davey Kincaid | 1.227 | 1897 | |
| 82 | Alvin Turner | 1.225 | 1891 | |
| 82 | Red Nutter | 1.225 | 1887 | |
| 84 | Johnny Bowens | 1.222 | 1881 | |
| 84 | Gustav Gray | 1.222 | 1882 | |
| 84 | Charlie Tolliver | 1.222 | 1887 | |
| 87 | Mack Pernell | 1.221 | 1897 | |
| 88 | Elmore McGee | 1.220 | 1891 | |
| 88 | Ken Tarran | 1.220 | 1882 | |
| 90 | James Batiste | 1.218 | 1886 | |
| 90 | Rufus Smiley | 1.218 | 1879 | |
| 92 | George Williams | 1.217 | 1887 | |
| 93 | Alvin Turner | 1.216 | 1890 | |
| 93 | Pete Harris | 1.216 | 1883 | |
| 93 | Joe Weaver | 1.216 | 1882 | |
| 96 | Charlie Dozier | 1.215 | 1885 | |
| 96 | Jim Borum | 1.215 | 1909 | |
| 98 | Red Nutter | 1.214 | 1890 | |
| 98 | Bob Moore | 1.214 | 1879 | |
| 100 | Jack Roach | 1.213 | 1895 |
