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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | OBP | YEAR | Open Career Leaderboard |
|---|---|---|---|---|
| 1 | Bob Seigle# | .4638 | 1889 | |
| 2 | Oscar Foster# | .4362 | 1883 | |
| 3 | Lew Clancy# | .4359 | 1886 | |
| 4 | Emanuel Loftin | .4163 | 1885 | |
| 5 | Charles Brown | .4039 | 1885 | |
| 6 | Lew Clancy# | .3958 | 1887 | |
| 7 | Otis Watters# | .3905 | 1889 | |
| 8 | Clar Acheson# | .3898 | 1890 | |
| 9 | Harry Hamm# | .3815 | 1886 | |
| 10 | Lew Clancy# | .3783 | 1883 | |
| 11 | James Clark | .3759 | 1886 | |
| 11 | Gene Barrett# | .3759 | 1890 | |
| 13 | Lew Clancy# | .3738 | 1884 | |
| 14 | Alfred Marks# | .3737 | 1889 | |
| 15 | Bob Seigle# | .3724 | 1888 | |
| 16 | Rob Torry | .3630 | 1884 | |
| 17 | Bob Seigle# | .3613 | 1887 | |
| 18 | Levi Mueller# | .3588 | 1887 | |
| 19 | Emanuel Loftin | .3566 | 1884 | |
| 20 | Lew Schroeder# | .3562 | 1883 | |
| 21 | Otis Watters# | .3551 | 1887 | |
| 22 | David Doyle# | .3540 | 1889 | |
| 23 | Jasper Bonner# | .3531 | 1886 | |
| 24 | Harry Hall# | .3481 | 1890 | |
| 25 | Oscar Foster# | .3448 | 1882 | |
| 26 | Lew Clancy# | .3443 | 1889 | |
| 27 | Levi Mueller# | .3414 | 1888 | |
| 28 | Harry Hall# | .3403 | 1885 | |
| 29 | Alfred Marks# | .3400 | 1890 | |
| 30 | Lew Clancy# | .3388 | 1885 | |
| 31 | Oscar Atkinson# | .3356 | 1889 | |
| 32 | Joe Bromley# | .3258 | 1882 | |
| 33 | Elmer Burnette | .3243 | 1888 | |
| 34 | Frank Harmon# | .3217 | 1890 | |
| 35 | Paul Moton | .3184 | 1887 | |
| 35 | Paul Moton | .3184 | 1886 | |
| 37 | Levi Mueller# | .3140 | 1890 | |
| 38 | Johnny Robertson | .3123 | 1884 | |
| 39 | Joe Bromley# | .3101 | 1887 | |
| 40 | Paul Moton | .3099 | 1885 | |
| 41 | Mike Flynn# | .3092 | 1886 | |
| 42 | Levi Mueller# | .3077 | 1889 | |
| 43 | Otis Watters# | .3052 | 1888 | |
| 44 | Al Lynn# | .3046 | 1887 | |
| 45 | David Doyle# | .3030 | 1884 | |
| 46 | Lew Clancy# | .3007 | 1888 | |
| 47 | Harry Hall# | .3003 | 1886 | |
| 48 | Oscar Curley# | .2929 | 1884 | |
| 49 | Elmer Gleason# | .2817 | 1890 | |
| 50 | Ed Fobbs# | .2796 | 1886 | |
| 51 | Joe Bromley# | .2780 | 1888 | |
| 52 | Walt McGee# | .2724 | 1889 | |
| 53 | Oscar Atkinson# | .2712 | 1888 | |
| 54 | Johnny Robertson | .2679 | 1883 | |
| 55 | Joe Bromley# | .2661 | 1884 | |
| 56 | David Doyle# | .2659 | 1885 | |
| 57 | Henri Bastien# | .2618 | 1884 | |
| 58 | Paul Moton | .2605 | 1888 | |
| 59 | Oscar Curley# | .2604 | 1885 | |
| 60 | Lew Schroeder# | .2558 | 1882 | |
| 61 | Hollis Gander | .2557 | 1882 | |
| 62 | Jack Rawlins# | .2535 | 1890 | |
| 63 | Joe Bromley# | .2506 | 1883 | |
| 64 | Joe Bromley# | .2452 | 1885 | |
| 65 | Oscar Curley# | .2407 | 1883 | |
| 66 | James Johnson | .2310 | 1882 | |
| 67 | Lewis Netterville | .2204 | 1884 |
