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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | OBP | YEAR | Open Season Leaderboard |
|---|---|---|---|---|
| 1 | Hooks Hastings# | .4369 | 1906-1913 | |
| 2 | Lorenza Garry# | .3872 | 1906-1913 | |
| 3 | Ben Turner# | .3765 | 1910-1913 | |
| 4 | Lou Jeffery# | .3744 | 1906-1913 | |
| 5 | John Ducey# | .3704 | 1901-1913 | |
| 6 | James Beal# | .3694 | 1909-1913 | |
| 7 | Benny Jackson# | .3632 | 1909-1913 | |
| 8 | Samuel Thomas# | .3629 | 1906-1913 | |
| 9 | Griff Givens | .3587 | 1901-1910 | |
| 10 | Tom Lindsay# | .3556 | 1901-1913 | |
| 11 | George Talbert# | .3493 | 1909-1913 | |
| 12 | Rap Pugh | .3417 | 1901-1906 | |
| 13 | Nat Alsop# | .3386 | 1901-1913 | |
| 14 | Charlie Johnson# | .3288 | 1906-1913 | |
| 15 | Emery Quincy | .3283 | 1901-1911 | |
| 16 | Tom Searcy# | .3261 | 1901-1913 | |
| 17 | Frank Grimm | .3227 | 1901-1912 | |
| 18 | Alphonse Johnson# | .3177 | 1909-1913 | |
| 19 | Tom Smith# | .3170 | 1903-1913 | |
| 20 | Curtis Cogdell# | .3162 | 1910-1913 | |
| 21 | Robert Harris | .3103 | 1901-1910 | |
| 22 | Eb Lumpkins | .3094 | 1901-1912 | |
| 23 | Vet Robinson# | .3091 | 1906-1913 | |
| 24 | Eddie Andrews | .3074 | 1901-1911 | |
| 25 | Mule Stevenson# | .2883 | 1906-1913 | |
| 26 | Carl Hendrickson# | .2879 | 1902-1912 |
