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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | EFF | YEAR | Open Career Leaderboard |
|---|---|---|---|---|
| 1 | Monte Cross# | 1.080 | 1902 | |
| 2 | Harley Shaw# | 1.077 | 1908 | |
| 3 | Bill Dahlen# | 1.073 | 1906 | |
| 4 | Gus James# | 1.062 | 1908 | |
| 5 | Bill Dahlen# | 1.061 | 1905 | |
| 6 | Larry Battam# | 1.059 | 1904 | |
| 6 | Ed McFarland# | 1.059 | 1902 | |
| 8 | Pop Foster# | 1.052 | 1905 | |
| 9 | Kip Selbach# | 1.050 | 1902 | |
| 10 | Jimmy Sheckard# | 1.047 | 1907 | |
| 10 | Jimmy Collins# | 1.047 | 1906 | |
| 12 | Jimmy Collins# | 1.046 | 1904 | |
| 13 | Duff Cooley# | 1.045 | 1904 | |
| 14 | Pop Foster# | 1.042 | 1906 | |
| 15 | Billy Nash# | 1.041 | 1901 | |
| 16 | Monte Cross# | 1.037 | 1904 | |
| 16 | Corey Hall# | 1.037 | 1907 | |
| 18 | Billy Nash# | 1.036 | 1904 | |
| 18 | Larry Battam# | 1.036 | 1906 | |
| 20 | Ed McFarland# | 1.035 | 1903 | |
| 21 | Charlie Babb# | 1.034 | 1905 | |
| 22 | Gus James# | 1.032 | 1907 | |
| 23 | Ed McFarland# | 1.030 | 1906 | |
| 24 | Ed McFarland# | 1.029 | 1901 | |
| 25 | Jordan Chatmon# | 1.028 | 1903 | |
| 26 | Corey Hall# | 1.025 | 1908 | |
| 27 | Billy Nash# | 1.023 | 1905 | |
| 28 | Harley Shaw# | 1.020 | 1907 | |
| 29 | Hughie Jennings# | 1.019 | 1906 | |
| 29 | Charlie Babb# | 1.019 | 1906 | |
| 31 | Kip Selbach# | 1.018 | 1901 | |
| 32 | Jimmy Sheckard# | 1.013 | 1908 | |
| 33 | Larry Battam# | 1.012 | 1905 | |
| 34 | Billy Nash# | 1.011 | 1903 | |
| 35 | Emil Batch# | 1.010 | 1906 | |
| 35 | Bill Dahlen# | 1.010 | 1904 | |
| 37 | Ed McFarland# | 1.008 | 1905 | |
| 38 | Ed McFarland# | 1.007 | 1907 | |
| 39 | Charlie Babb# | 1.006 | 1907 | |
| 40 | Bill Dahlen# | 1.005 | 1907 | |
| 41 | Ed McFarland# | 1.004 | 1908 | |
| 41 | Piggy Ward | 1.004 | 1905 | |
| 43 | Ed McFarland# | 1.003 | 1904 | |
| 44 | Piggy Ward | 0.999 | 1904 | |
| 45 | Monte Cross# | 0.997 | 1901 | |
| 46 | Curtis Zahorchak# | 0.996 | 1907 | |
| 47 | Jimmy Collins# | 0.995 | 1905 | |
| 48 | Monte Cross# | 0.992 | 1905 | |
| 49 | Monte Cross# | 0.991 | 1903 | |
| 49 | Emil Batch# | 0.991 | 1905 | |
| 49 | Billy Nash# | 0.991 | 1902 | |
| 52 | Bill Dahlen# | 0.990 | 1908 | |
| 52 | Duff Cooley# | 0.990 | 1905 | |
| 52 | Curtis Zahorchak# | 0.990 | 1908 | |
| 55 | Bert Myers# | 0.984 | 1906 | |
| 56 | Charlie Babb# | 0.978 | 1908 | |
| 57 | Harry Steinfeldt# | 0.976 | 1904 | |
| 58 | Theo Jeffery# | 0.974 | 1907 | |
| 59 | Jesse Hoffmeister# | 0.973 | 1901 | |
| 60 | Bill Everitt# | 0.972 | 1904 | |
| 61 | Josh Harris | 0.971 | 1904 | |
| 61 | Jesse Hoffmeister# | 0.971 | 1904 | |
| 61 | Jesse Hoffmeister# | 0.971 | 1903 | |
| 61 | Bill Joyce# | 0.971 | 1901 | |
| 65 | Jesse Hoffmeister# | 0.969 | 1902 | |
| 66 | Charlie Reilly | 0.968 | 1906 | |
| 66 | Dermot Pack# | 0.968 | 1907 | |
| 68 | Theo Jeffery# | 0.964 | 1908 | |
| 69 | Jesse Hoffmeister# | 0.960 | 1905 | |
| 69 | Bobby Byrne# | 0.960 | 1908 | |
| 69 | Greg Balthrop | 0.960 | 1903 | |
| 72 | Jesse Hoffmeister# | 0.956 | 1906 | |
| 73 | Monte Cross# | 0.955 | 1906 | |
| 74 | Billy Nash# | 0.931 | 1906 | |
| 75 | Bill Joyce# | 0.868 | 1902 | |
| 76 | Jim Delahanty# | 0.000 | 1904 | |
| 76 | Jim Delahanty# | 0.000 | 1906 | |
| 76 | Bill Bradley# | 0.000 | 1900 | |
| 76 | Bill Bradley# | 0.000 | 1901 | |
| 76 | Bill Bradley# | 0.000 | 1902 | |
| 76 | Bill Bradley# | 0.000 | 1903 | |
| 76 | Bill Bradley# | 0.000 | 1904 | |
| 76 | Bill Bradley# | 0.000 | 1905 | |
| 76 | Bill Bradley# | 0.000 | 1906 | |
| 76 | Germany Schaefer# | 0.000 | 1902 | |
| 76 | Wid Conroy | 0.000 | 1903 | |
| 76 | Wid Conroy | 0.000 | 1904 | |
| 76 | Tommy Sheehan | 0.000 | 1906 | |
| 76 | Bill Coughlin | 0.000 | 1901 | |
| 76 | Bill Coughlin | 0.000 | 1902 | |
| 76 | Bill Coughlin | 0.000 | 1903 | |
| 76 | Bill Coughlin | 0.000 | 1904 | |
| 76 | Bill Coughlin | 0.000 | 1905 | |
| 76 | Bill Coughlin | 0.000 | 1906 | |
| 76 | Dave Brain | 0.000 | 1905 | |
| 76 | Dave Brain | 0.000 | 1906 | |
| 76 | Frank LaPorte# | 0.000 | 1906 | |
| 76 | Jimmy Williams# | 0.000 | 1899 | |
| 76 | Jimmy Williams# | 0.000 | 1900 |
