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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | OBP | YEAR | Open Season Leaderboard |
|---|---|---|---|---|
| 1 | Dan Brouthers | .4274 | 1879-1896 | |
| 2 | Frank Chance | .3867 | 1898-1914 | |
| 3 | Jake Daubert# | .3776 | 1910-1915 | |
| 4 | Doc Gessler | .3710 | 1903-1911 | |
| 5 | Stuffy McInnis# | .3701 | 1909-1915 | |
| 6 | Harry Wolter# | .3674 | 1907-1915 | |
| 7 | Fred Tenney | .3615 | 1894-1911 | |
| 8 | Jake Beckley | .3600 | 1888-1907 | |
| 9 | Jack Doyle | .3592 | 1889-1904 | |
| 10 | Dan McGann | .3526 | 1896-1908 | |
| 11 | Solly Hofman# | .3512 | 1903-1915 | |
| 12 | Dick Hoblitzel# | .3492 | 1908-1915 | |
| 13 | Buck Freeman | .3488 | 1891-1907 | |
| 14 | Ed Konetchy# | .3453 | 1907-1915 | |
| 15 | Hughie Jennings | .3440 | 1891-1912 | |
| 16 | Fred Merkle# | .3393 | 1907-1915 | |
| 17 | Jake Stahl | .3375 | 1903-1913 | |
| 18 | Charlie Hickman | .3302 | 1897-1908 | |
| 19 | Harry Davis# | .3296 | 1895-1915 | |
| 20 | Dots Miller# | .3231 | 1909-1915 | |
| 21 | Candy LaChance | .3230 | 1893-1905 | |
| 22 | John Anderson | .3214 | 1894-1908 | |
| 22 | Tim Jordan | .3214 | 1901-1910 | |
| 24 | Hal Chase# | .3166 | 1905-1915 | |
| 25 | Bill Pettus# | .3150 | 1909-1915 | |
| 26 | Kitty Bransfield | .3065 | 1898-1911 | |
| 27 | Shad Barry | .3053 | 1899-1908 | |
| 28 | John Hummel# | .2981 | 1905-1915 | |
| 29 | John Ganzel | .2834 | 1898-1908 | |
| 30 | Bob Unglaub | .2794 | 1904-1910 | |
| 31 | George Stovall | .2736 | 1904-1913 |
