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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | OBP | YEAR | Open Career Leaderboard |
|---|---|---|---|---|
| 1 | Lupo Cotto# | .4486 | 2026 | |
| 2 | John Brewer# | .4454 | 2029 | |
| 3 | Ray John# | .4424 | 2025 | |
| 4 | Raúl Aguirre# | .4327 | 2028 | |
| 5 | Jim Morris | .4290 | 2023 | |
| 6 | Gilbert Graham# | .4289 | 2027 | |
| 7 | Denny Young | .4276 | 2021 | |
| 8 | Gilberto Moreno# | .4235 | 2031 | |
| 9 | José Rico# | .4184 | 2031 | |
| 10 | Gilbert Graham# | .4169 | 2028 | |
| 11 | Alfonso Nazario# | .4151 | 2029 | |
| 12 | Jesús Soto# | .4122 | 2031 | |
| 13 | José Vázquez# | .4111 | 2030 | |
| 14 | Al Anderson | .4106 | 2023 | |
| 15 | Juan Ávila | .4104 | 2024 | |
| 16 | Thomas Campbell | .4097 | 2022 | |
| 17 | Hieu De# | .4023 | 2029 | |
| 18 | Pedro Rivera# | .4000 | 2027 | |
| 19 | Denny Young | .3989 | 2020 | |
| 20 | Yun Yen# | .3988 | 2023 | |
| 21 | Dan Holliday | .3979 | 2020 | |
| 22 | Mike Cook# | .3968 | 2023 | |
| 23 | José Vázquez# | .3966 | 2028 | |
| 24 | Jeff Rutherford# | .3939 | 2024 | |
| 25 | Al Anderson | .3936 | 2022 | |
| 26 | John Brewer# | .3910 | 2030 | |
| 27 | Iemitsu Hatsutori# | .3901 | 2028 | |
| 28 | Jesús Soto# | .3876 | 2030 | |
| 29 | Iemitsu Hatsutori# | .3869 | 2030 | |
| 30 | Michael Riley | .3861 | 2028 | |
| 31 | Jorge Baker# | .3853 | 2027 | |
| 32 | Michael Smith | .3844 | 2024 | |
| 33 | Juan Chávez# | .3829 | 2030 | |
| 34 | Bastyăo Lizardo# | .3827 | 2027 | |
| 35 | Felipe González | .3799 | 2021 | |
| 36 | Gilbert Graham# | .3771 | 2025 | |
| 37 | Yun Yen# | .3750 | 2022 | |
| 38 | Jorge Baker# | .3736 | 2026 | |
| 39 | Gilbert Graham# | .3728 | 2030 | |
| 40 | Gilbert Graham# | .3718 | 2024 | |
| 41 | Miguel Silva | .3716 | 2021 | |
| 42 | Júlio Valentín# | .3703 | 2022 | |
| 43 | Todd Henry# | .3688 | 2021 | |
| 43 | Álex Burgos | .3688 | 2026 | |
| 45 | Ralph May | .3666 | 2024 | |
| 45 | Pedro Rivera# | .3666 | 2026 | |
| 47 | Tommy Sullivan# | .3643 | 2026 | |
| 48 | José Vázquez# | .3634 | 2029 | |
| 48 | Neal Hart | .3634 | 2024 | |
| 50 | Jerome Wilson | .3616 | 2022 | |
| 51 | Ray John# | .3610 | 2020 | |
| 52 | Uchino Akahito# | .3576 | 2031 | |
| 53 | Marshall Attwood | .3569 | 2022 | |
| 54 | Jesús Soto# | .3567 | 2029 | |
| 54 | Jorge Salgado# | .3567 | 2028 | |
| 56 | Jason Potter | .3534 | 2022 | |
| 57 | Mario Nieves# | .3532 | 2027 | |
| 58 | Andrew Hall | .3521 | 2024 | |
| 59 | Pedro Rivera# | .3504 | 2028 | |
| 60 | Eugene Bentley | .3497 | 2026 | |
| 61 | Artie Miller# | .3493 | 2025 | |
| 62 | Chris McKinney# | .3482 | 2022 | |
| 63 | Pedro Rivera# | .3467 | 2025 | |
| 64 | Phillip Tinker# | .3466 | 2027 | |
| 65 | Mario Nieves# | .3454 | 2029 | |
| 65 | Atílio Mansilhas# | .3454 | 2030 | |
| 67 | Javier Antonio# | .3443 | 2029 | |
| 68 | Wayne Saunders | .3430 | 2026 | |
| 69 | Tae-sang Han# | .3426 | 2026 | |
| 70 | Byron Isaacson# | .3425 | 2025 | |
| 71 | Román Centena | .3400 | 2025 | |
| 72 | Dan Holliday | .3362 | 2021 | |
| 73 | Davis Mills# | .3333 | 2026 | |
| 74 | Mark Allen | .3312 | 2023 | |
| 75 | Qi-zhen Loong# | .3304 | 2023 | |
| 75 | Lance Davis | .3304 | 2020 | |
| 77 | Mark Allen | .3302 | 2028 | |
| 78 | Kyle Myers | .3263 | 2021 | |
| 79 | Michael Collins | .3220 | 2024 | |
| 80 | Dan Holliday | .3213 | 2022 | |
| 81 | Mario Cruz# | .3209 | 2023 | |
| 82 | Mario Nieves# | .3203 | 2026 | |
| 83 | Thomas Teague | .3164 | 2021 | |
| 83 | Thomas Campbell | .3164 | 2020 | |
| 85 | Turner Coleman | .3143 | 2020 | |
| 86 | Gabriel Maldonado# | .3132 | 2020 | |
| 87 | Dave Lee | .3073 | 2023 | |
| 88 | Héctor Cortéz# | .3059 | 2030 | |
| 89 | Luis Jelarde# | .2632 | 2027 |
