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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | OBP | YEAR | Open Season Leaderboard |
|---|---|---|---|---|
| 1 | Otis Dalton# | .4406 | 1884-1893 | |
| 2 | Tom Sidberry# | .4395 | 1884-1893 | |
| 3 | Bob James | .4367 | 1884-1887 | |
| 4 | Ike Holman# | .4297 | 1886-1893 | |
| 5 | Tim Lemessurier# | .4274 | 1891-1893 | |
| 6 | Alan Caldwell | .4266 | 1886-1887 | |
| 7 | Silas Allen | .4233 | 1884-1888 | |
| 8 | Otis Bey# | .4173 | 1886-1893 | |
| 9 | Ed Monahan# | .4153 | 1884-1886 | |
| 10 | Elmer Selders | .4138 | 1886-1888 | |
| 11 | Joe Osborn# | .4133 | 1891-1893 | |
| 12 | Oscar Curley# | .4123 | 1886-1888 | |
| 13 | Andy Stanhope# | .4093 | 1891-1893 | |
| 14 | Lou Staten# | .4055 | 1886-1888 | |
| 15 | Hank Chisholm# | .3997 | 1891-1893 | |
| 16 | Will Daniels | .3986 | 1886-1888 | |
| 17 | Ernest Douglas# | .3985 | 1886-1893 | |
| 18 | Charles William | .3923 | 1884-1888 | |
| 19 | Walt Lowell# | .3921 | 1891-1893 | |
| 20 | Ray Kearney# | .3893 | 1891-1893 | |
| 21 | George Tremblay# | .3880 | 1884-1893 | |
| 22 | Joe Watlington# | .3851 | 1884-1887 | |
| 23 | David Doyle# | .3815 | 1886-1888 | |
| 24 | Silas Hartley# | .3796 | 1891-1893 | |
| 25 | Nate Hauser# | .3781 | 1888-1893 | |
| 26 | Art Clapp# | .3758 | 1887-1893 | |
| 27 | Milton Beach# | .3753 | 1884-1893 | |
| 28 | Vic Simms# | .3725 | 1891-1893 | |
| 29 | Sam Lovette | .3724 | 1886-1887 | |
| 30 | Harvey Gibbons# | .3705 | 1888-1890 | |
| 31 | Chester MacDonald# | .3704 | 1891-1893 | |
| 32 | Al Lynn# | .3700 | 1888-1893 | |
| 33 | Walt McGee# | .3680 | 1887-1893 | |
| 34 | Clar Gannon# | .3677 | 1886-1893 | |
| 35 | John McLaurin | .3662 | 1884-1887 | |
| 36 | Dan Madden# | .3640 | 1886-1893 | |
| 37 | Bobby Vasser | .3604 | 1886-1888 | |
| 38 | Sam Buteau# | .3563 | 1888-1893 | |
| 39 | George Duncan# | .3552 | 1888-1893 | |
| 40 | Fred Wilkins | .3551 | 1888-1890 | |
| 41 | Joe Foster | .3514 | 1884-1886 | |
| 42 | Douglas Glover | .3507 | 1884-1888 | |
| 43 | Roy Bledsoe# | .3502 | 1886-1893 | |
| 44 | Silas Harper# | .3494 | 1891-1893 | |
| 45 | Oscar Atkinson# | .3480 | 1886-1887 | |
| 46 | Ed Treadwell# | .3473 | 1886-1893 | |
| 47 | Tim Connaughton# | .3469 | 1891-1893 | |
| 48 | Ed Reed# | .3465 | 1884-1889 | |
| 49 | Oliver Marbury# | .3459 | 1884-1893 | |
| 50 | Oscar Kirby# | .3454 | 1884-1893 | |
| 50 | Lou Scudder# | .3454 | 1884-1887 | |
| 52 | Jean McRae# | .3453 | 1891-1893 | |
| 53 | Jim Larkin# | .3451 | 1884-1886 | |
| 53 | Abel Prescott# | .3451 | 1888-1893 | |
| 55 | Ray Simmons# | .3445 | 1884-1893 | |
| 56 | Pat Ellis# | .3441 | 1886-1893 | |
| 56 | George Delaney | .3441 | 1884-1889 | |
| 58 | Ike Radcliffe# | .3440 | 1884-1893 | |
| 59 | Joe Martin# | .3436 | 1891-1893 | |
| 60 | Dan Hutchins# | .3424 | 1884-1893 | |
| 61 | Lou Lindley# | .3423 | 1884-1893 | |
| 62 | Jim Tappan# | .3422 | 1886-1893 | |
| 63 | Alfred Kennerly# | .3421 | 1888-1893 | |
| 64 | Fred Moulton# | .3415 | 1884-1893 | |
| 65 | Harry Woodford# | .3406 | 1886-1893 | |
| 66 | Rufus Thomas# | .3403 | 1884-1893 | |
| 66 | Charley Guidry# | .3403 | 1886-1892 | |
| 68 | Fred Merriam# | .3396 | 1884-1893 | |
| 69 | Vic Kenyon# | .3393 | 1886-1893 | |
| 70 | Theo Hanrahan# | .3391 | 1884-1889 | |
| 71 | Darby Pellegrino# | .3390 | 1891-1893 | |
| 72 | Nate Vaughn# | .3384 | 1886-1893 | |
| 73 | Hank Cronin# | .3372 | 1886-1893 | |
| 74 | Walt James# | .3356 | 1884-1893 | |
| 75 | Ben McPhail# | .3334 | 1886-1893 | |
| 76 | Lew Schroeder# | .3333 | 1888-1889 | |
| 77 | Al Cartwright# | .3322 | 1886-1893 | |
| 78 | John Davis | .3310 | 1884-1889 | |
| 79 | Baptiste Cameron# | .3304 | 1889-1893 | |
| 80 | Tom Moran# | .3285 | 1888-1893 | |
| 81 | Elmer Selders# | .3278 | 1891-1893 | |
| 81 | Ed Fobbs# | .3278 | 1888-1893 | |
| 83 | Oscar Foster# | .3272 | 1886-1893 | |
| 84 | Will Tucker# | .3268 | 1884-1893 | |
| 84 | Abel Drescher# | .3268 | 1886-1893 | |
| 86 | Ernie Kraus# | .3267 | 1884-1893 | |
| 87 | Pat Tuckett# | .3265 | 1888-1893 | |
| 88 | Fred Watton# | .3249 | 1891-1893 | |
| 89 | Jasper Kane# | .3243 | 1884-1893 | |
| 90 | Sam Kelly# | .3229 | 1886-1893 | |
| 91 | Dan Hawley# | .3215 | 1884-1893 | |
| 92 | Ray Belcher# | .3207 | 1884-1892 | |
| 93 | David McDuffie# | .3204 | 1888-1893 | |
| 94 | Jack Rawlins# | .3200 | 1884-1889 | |
| 95 | Hank Purnell# | .3181 | 1884-1893 | |
| 96 | Walt Dupuis# | .3177 | 1886-1893 | |
| 97 | George Roth# | .3148 | 1886-1893 | |
| 98 | Ray Sears# | .3119 | 1886-1893 | |
| 99 | Martin Criswell# | .3107 | 1886-1888 | |
| 100 | Jim Byrne# | .3089 | 1884-1887 |
