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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | OBP | YEAR | Open Career Leaderboard |
|---|---|---|---|---|
| 1 | Luis Alvarado | .4335 | 2023 | |
| 2 | Jorge Martínez# | .4286 | 2021 | |
| 3 | Jorge Figueroa# | .4176 | 2023 | |
| 4 | Scott Page | .4094 | 2019 | |
| 5 | Monzaemon Kouda# | .4055 | 2025 | |
| 6 | Cole Roberts# | .4038 | 2025 | |
| 7 | Reynaldo González# | .4029 | 2020 | |
| 8 | Tadasu Inoue# | .4016 | 2027 | |
| 9 | Matt White | .4015 | 2015 | |
| 10 | Vicente Burgos | .3974 | 2020 | |
| 11 | Joe Bennett | .3959 | 2022 | |
| 12 | Kyushichi Maruyama# | .3937 | 2020 | |
| 13 | Greg Morgan | .3929 | 2017 | |
| 14 | Fernando Espinoza# | .3923 | 2023 | |
| 15 | José Sánchez# | .3917 | 2018 | |
| 16 | Bhavsar Jayasurya# | .3908 | 2023 | |
| 17 | Jason Hill | .3902 | 2020 | |
| 18 | Noriyuki Rin# | .3881 | 2022 | |
| 19 | Jordan Smith# | .3813 | 2027 | |
| 20 | José Rivas# | .3794 | 2023 | |
| 21 | Jim Williams | .3721 | 2014 | |
| 22 | Sandoval Capaz# | .3720 | 2023 | |
| 23 | Toshiyuki Ono# | .3689 | 2027 | |
| 24 | Sadao Koizumi | .3682 | 2018 | |
| 25 | Sean Witter# | .3664 | 2026 | |
| 26 | Bartolo Bravo | .3655 | 2021 | |
| 27 | Brendan Davis | .3643 | 2015 | |
| 28 | Larry Strafford | .3638 | 2016 | |
| 29 | Lúcio Sánchez# | .3635 | 2028 | |
| 30 | Mike Rhodes | .3621 | 2012 | |
| 31 | Tuo-zhou Zhang# | .3619 | 2021 | |
| 32 | Dave Nelson# | .3613 | 2020 | |
| 33 | Claudio Hernández | .3589 | 2020 | |
| 34 | Chia-liang Huang# | .3564 | 2026 | |
| 35 | Sushil Ruma# | .3523 | 2021 | |
| 36 | Miguel Tovar# | .3521 | 2018 | |
| 37 | Juan López# | .3509 | 2016 | |
| 38 | Peter Boyd | .3507 | 2015 | |
| 39 | Francisco Valdéz# | .3500 | 2023 | |
| 40 | Zai-shuo Tung# | .3493 | 2024 | |
| 41 | Clyde Wrixon# | .3480 | 2023 | |
| 42 | Hua Cong# | .3466 | 2023 | |
| 43 | Luther Martin | .3457 | 2018 | |
| 44 | Joe Ross | .3449 | 2022 | |
| 45 | Kiyoshi Shinohara# | .3444 | 2028 | |
| 46 | Darwin Benson | .3436 | 2015 | |
| 47 | Len Grant | .3420 | 2016 | |
| 48 | Alfonso Alonso# | .3410 | 2014 | |
| 49 | Flynn Dixon | .3403 | 2019 | |
| 50 | Katsuyoshi Aoki# | .3401 | 2027 | |
| 51 | Alonso García# | .3346 | 2027 | |
| 52 | Rafael Vega | .3333 | 2016 | |
| 53 | Toru Yoshikawa# | .3328 | 2024 | |
| 54 | Eppe de Valk# | .3311 | 2025 | |
| 55 | Colm Maidens# | .3307 | 2025 | |
| 56 | Jeremy Sweetapple | .3268 | 2014 | |
| 57 | Edgardo Chávez# | .3266 | 2021 | |
| 58 | Lauro Zorzi# | .3256 | 2024 | |
| 59 | Doug Daniels | .3226 | 2017 | |
| 60 | Mike Phelps# | .3223 | 2018 | |
| 61 | Darryl Allison | .3205 | 2017 | |
| 62 | Sandoval Capaz# | .3200 | 2022 | |
| 63 | Henry Morris# | .3175 | 2026 | |
| 63 | Bartolo Rodríguez# | .3175 | 2026 | |
| 65 | Louie Culley# | .3171 | 2026 | |
| 66 | Theodore Gillespie# | .3167 | 2021 | |
| 67 | Moromao Kouda | .3163 | 2015 | |
| 68 | Eric Boermeester# | .3156 | 2026 | |
| 69 | Jim Woodward | .3154 | 2014 | |
| 70 | Francisco Valdéz# | .3124 | 2022 | |
| 71 | José Contreras | .3083 | 2013 | |
| 72 | Kenkichi Heida | .3076 | 2022 | |
| 73 | Kelly Myers | .3069 | 2017 | |
| 74 | Bernardo Rodríguez# | .3066 | 2022 | |
| 75 | José García# | .3042 | 2027 | |
| 76 | Naruhiko Kawaguchi# | .3035 | 2027 | |
| 77 | Tomás Gonzáles# | .3017 | 2013 | |
| 78 | Juan López# | .3016 | 2015 | |
| 79 | Tony Petty | .3015 | 2018 | |
| 80 | Alexis Lopez# | .3000 | 2018 | |
| 81 | Odoardo Florentino# | .2998 | 2027 | |
| 82 | Haruki Furukawa | .2973 | 2018 | |
| 83 | Daniel Guillén | .2969 | 2016 | |
| 84 | Shigetoki Yamaguchi# | .2948 | 2025 | |
| 85 | Adrian Brown | .2947 | 2013 | |
| 86 | Mateo Rivera# | .2928 | 2024 | |
| 87 | Lachlan Miners# | .2927 | 2025 | |
| 88 | Atamas Manas# | .2915 | 2019 | |
| 89 | Louie Culley# | .2914 | 2027 | |
| 89 | Atamas Manas# | .2914 | 2020 | |
| 91 | Mike Ryan# | .2913 | 2024 | |
| 92 | Erik Lynch | .2897 | 2016 | |
| 93 | Bartolo Bravo | .2896 | 2019 | |
| 94 | Esteban Ramos# | .2889 | 2028 | |
| 95 | Toyoaki Fujii# | .2882 | 2024 | |
| 96 | Morihiro Ichikawa# | .2879 | 2028 | |
| 97 | Jamal Hopkins# | .2831 | 2021 | |
| 98 | Kazuki Samurakami | .2830 | 2018 | |
| 99 | Shigetoki Yamaguchi# | .2828 | 2024 | |
| 100 | Jamal Hopkins# | .2797 | 2020 |
