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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | OBP | YEAR | Open Career Leaderboard |
|---|---|---|---|---|
| 1 | Charles Brown | .5364 | 1888 | |
| 2 | Bob James | .5148 | 1885 | |
| 3 | Silas Keane# | .5059 | 1886 | |
| 4 | Tom Sidberry# | .5009 | 1893 | |
| 5 | Ike Holman# | .4975 | 1886 | |
| 6 | Ed Monahan# | .4967 | 1886 | |
| 7 | Nate Hill# | .4936 | 1885 | |
| 8 | Silas Allen | .4881 | 1885 | |
| 9 | Charles William | .4821 | 1886 | |
| 10 | Hank Cronin# | .4793 | 1892 | |
| 11 | Lou Jewett# | .4743 | 1891 | |
| 12 | Roy Bledsoe# | .4716 | 1892 | |
| 13 | Charles William | .4667 | 1885 | |
| 14 | Otis Dalton# | .4657 | 1893 | |
| 15 | Theo Hanrahan# | .4655 | 1886 | |
| 16 | Roy Bledsoe# | .4635 | 1893 | |
| 17 | Tom Sidberry# | .4622 | 1892 | |
| 18 | Hank Cronin# | .4608 | 1893 | |
| 19 | Peter Bradley | .4604 | 1888 | |
| 20 | Emanuel Loftin | .4583 | 1888 | |
| 21 | Theo Hanrahan# | .4582 | 1885 | |
| 22 | Joe Watlington# | .4527 | 1886 | |
| 23 | Nate Hauser# | .4459 | 1893 | |
| 24 | Otis Dalton# | .4453 | 1884 | |
| 25 | Tim Lemessurier# | .4451 | 1893 | |
| 26 | Alfred Poirier# | .4446 | 1886 | |
| 27 | Oscar Curley# | .4441 | 1887 | |
| 27 | Otis Dalton# | .4441 | 1892 | |
| 29 | Nate Hauser# | .4437 | 1892 | |
| 30 | Charles William | .4424 | 1887 | |
| 31 | George Tremblay# | .4422 | 1885 | |
| 32 | Joe Osborn# | .4416 | 1891 | |
| 33 | Ed Monahan# | .4412 | 1885 | |
| 34 | George Duncan# | .4409 | 1893 | |
| 35 | Joe Osborn# | .4374 | 1892 | |
| 35 | Silas Hartley# | .4374 | 1893 | |
| 37 | Bob James | .4365 | 1886 | |
| 38 | Milton Beach# | .4338 | 1893 | |
| 39 | Oscar Kirby# | .4333 | 1885 | |
| 40 | Milton Beach# | .4331 | 1885 | |
| 41 | Charlie Rodgers | .4315 | 1886 | |
| 42 | Alan Caldwell | .4310 | 1886 | |
| 43 | Ike Radcliffe# | .4304 | 1886 | |
| 44 | John McLaurin | .4294 | 1886 | |
| 45 | Otis Bey# | .4291 | 1893 | |
| 45 | Will Daniels | .4291 | 1887 | |
| 47 | Bob James | .4282 | 1884 | |
| 48 | Silas Allen | .4272 | 1884 | |
| 49 | Lou Staten# | .4266 | 1887 | |
| 50 | Tom Sidberry# | .4249 | 1891 | |
| 51 | Lou Lindley# | .4242 | 1885 | |
| 52 | Al Lynn# | .4237 | 1891 | |
| 53 | Art Clapp# | .4232 | 1892 | |
| 54 | Will Daniels | .4228 | 1886 | |
| 54 | Ray Kearney# | .4228 | 1891 | |
| 56 | Alan Caldwell | .4224 | 1887 | |
| 57 | Frederick Markle# | .4222 | 1893 | |
| 58 | Andy Stanhope# | .4218 | 1891 | |
| 59 | Pat Ellis# | .4211 | 1886 | |
| 59 | Elmer Selders | .4211 | 1887 | |
| 61 | Tim Lemessurier# | .4203 | 1892 | |
| 62 | Elmer Selders | .4188 | 1886 | |
| 63 | Tim Lemessurier# | .4184 | 1891 | |
| 64 | David Doyle# | .4183 | 1886 | |
| 65 | Hank Chisholm# | .4163 | 1893 | |
| 66 | Walt Lowell# | .4155 | 1893 | |
| 67 | Abel Prescott# | .4153 | 1891 | |
| 68 | Otis Bey# | .4147 | 1892 | |
| 69 | Rufus Thomas# | .4146 | 1893 | |
| 70 | Al Moore | .4140 | 1888 | |
| 71 | David Doyle# | .4137 | 1887 | |
| 72 | Sam Buteau# | .4128 | 1890 | |
| 73 | Hank Chisholm# | .4113 | 1892 | |
| 74 | Otis Bey# | .4102 | 1891 | |
| 75 | Otis Dalton# | .4086 | 1891 | |
| 76 | Frank Carmichael# | .4076 | 1886 | |
| 76 | Roy Bledsoe# | .4076 | 1891 | |
| 78 | Ben McPhail# | .4067 | 1891 | |
| 79 | Oliver Marbury# | .4055 | 1887 | |
| 80 | Will Tucker# | .4045 | 1893 | |
| 81 | Andy Stanhope# | .4034 | 1893 | |
| 82 | Ben McPhail# | .4032 | 1886 | |
| 83 | Oscar Curley# | .4030 | 1886 | |
| 84 | Harvey Gibbons# | .4028 | 1890 | |
| 85 | Andy Stanhope# | .4027 | 1892 | |
| 86 | George Tremblay# | .4020 | 1892 | |
| 87 | Elmer Selders | .4018 | 1888 | |
| 88 | Ed Treadwell# | .4007 | 1887 | |
| 89 | Lou Staten# | .4006 | 1886 | |
| 90 | Nate Hauser# | .4000 | 1890 | |
| 90 | Ed Treadwell# | .4000 | 1886 | |
| 92 | George Duncan# | .3995 | 1891 | |
| 93 | Walt McGee# | .3993 | 1892 | |
| 94 | Ernest Douglas# | .3979 | 1891 | |
| 95 | Chester MacDonald# | .3976 | 1892 | |
| 96 | Dan Hutchins# | .3970 | 1885 | |
| 97 | Rufus Thomas# | .3969 | 1892 | |
| 98 | Bobby Vasser | .3966 | 1886 | |
| 99 | Walt McGee# | .3965 | 1893 | |
| 100 | Ernest Douglas# | .3963 | 1893 |
