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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | OBP | YEAR | Open Season Leaderboard |
|---|---|---|---|---|
| 1 | Jesús Vázquez# | .4313 | 1911-1915 | |
| 2 | Pedro Ramírez# | .4139 | 1912-1915 | |
| 3 | Kazuhito Nii | .3800 | 1909-1915 | |
| 4 | Shigekazu Miyazaki | .3755 | 1909-1915 | |
| 5 | Ed Hahn | .3634 | 1909-1911 | |
| 6 | Motosugu Ishizuka | .3623 | 1909-1915 | |
| 7 | Hirose Hatakeyama | .3602 | 1909-1915 | |
| 8 | Remco Maas# | .3595 | 1914-1915 | |
| 9 | Tsutomu Nagai | .3577 | 1909-1915 | |
| 10 | Art Griggs# | .3546 | 1909-1915 | |
| 11 | Junichi Koishizawa | .3525 | 1909-1915 | |
| 12 | Shigeaki Otani | .3519 | 1909-1915 | |
| 13 | Marco Antonio Betancurt# | .3437 | 1909-1915 | |
| 14 | Abdías Padilla# | .3426 | 1909-1915 | |
| 15 | Yozo Fujioka | .3368 | 1909-1915 | |
| 16 | Daichi Kimura | .3364 | 1909-1915 | |
| 17 | Yuichi Taniguchi | .3357 | 1909-1915 | |
| 18 | Akinori Yokoi | .3345 | 1909-1915 | |
| 19 | Ryo Hirata | .3318 | 1909-1915 | |
| 20 | Daiki Suzuki | .3312 | 1909-1915 | |
| 21 | Kensuke Hamano | .3282 | 1909-1915 | |
| 22 | Harry Hooper# | .3281 | 1909-1915 | |
| 23 | Kakuzo Okamoto | .3259 | 1909-1913 | |
| 24 | Daigo Tamura | .3249 | 1909-1915 | |
| 25 | Bob Ganley | .3209 | 1909-1911 | |
| 26 | Owen Wilson# | .3202 | 1909-1915 |
