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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | AVG | YEAR | Open Season Leaderboard |
|---|---|---|---|---|
| 1 | Pedro Ramírez# | .3557 | 1912-1915 | |
| 2 | Jesús Vázquez# | .3515 | 1911-1915 | |
| 3 | Kazuhito Nii | .3336 | 1909-1915 | |
| 4 | Tsutomu Nagai | .3183 | 1909-1915 | |
| 5 | Hirose Hatakeyama | .3159 | 1909-1915 | |
| 6 | Remco Maas# | .3123 | 1914-1915 | |
| 7 | Shigekazu Miyazaki | .3083 | 1909-1915 | |
| 8 | Art Griggs# | .3036 | 1909-1915 | |
| 9 | Shigeaki Otani | .3024 | 1909-1915 | |
| 10 | Kensuke Hamano | .3016 | 1909-1915 | |
| 11 | Motosugu Ishizuka | .3004 | 1909-1915 | |
| 12 | Ryo Hirata | .2990 | 1909-1915 | |
| 13 | Junichi Koishizawa | .2976 | 1909-1915 | |
| 14 | Daigo Tamura | .2975 | 1909-1915 | |
| 15 | Kakuzo Okamoto | .2945 | 1909-1913 | |
| 16 | Akinori Yokoi | .2943 | 1909-1915 | |
| 17 | Marco Antonio Betancurt# | .2932 | 1909-1915 | |
| 18 | Daiki Suzuki | .2911 | 1909-1915 | |
| 19 | Daichi Kimura | .2900 | 1909-1915 | |
| 19 | Abdías Padilla# | .2900 | 1909-1915 | |
| 21 | Owen Wilson# | .2864 | 1909-1915 | |
| 22 | Ed Hahn | .2853 | 1909-1911 | |
| 23 | Yuichi Taniguchi | .2809 | 1909-1915 | |
| 24 | Yozo Fujioka | .2791 | 1909-1915 | |
| 25 | Harry Hooper# | .2657 | 1909-1915 | |
| 26 | Bob Ganley | .2547 | 1909-1911 |
