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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | OBP | YEAR | Open Career Leaderboard |
|---|---|---|---|---|
| 1 | Lai-hsiang Xiu# | .4560 | 2021 | |
| 2 | Dan Smith# | .4505 | 2020 | |
| 3 | William Harmon | .4497 | 2019 | |
| 4 | Daniel Roberts | .4489 | 2020 | |
| 5 | Hidetada Yamada | .4407 | 2016 | |
| 6 | Lai-hsiang Xiu# | .4358 | 2022 | |
| 7 | Adam Hounsell# | .4353 | 2027 | |
| 8 | William Harmon | .4345 | 2020 | |
| 9 | William Lee# | .4300 | 2020 | |
| 10 | Daniel Roberts | .4296 | 2018 | |
| 11 | Todd Jacobs# | .4269 | 2020 | |
| 12 | Jesús Gallegos# | .4266 | 2026 | |
| 13 | William Cunningham# | .4263 | 2018 | |
| 14 | Ming-an Woo# | .4231 | 2023 | |
| 15 | Bob Daniels# | .4182 | 2023 | |
| 16 | Max Pyke | .4152 | 2020 | |
| 17 | Chris Joseph# | .4145 | 2024 | |
| 18 | José Escobar | .4141 | 2013 | |
| 19 | Larry Strafford# | .4128 | 2025 | |
| 20 | Dave Watson# | .4127 | 2023 | |
| 21 | Jonathan Barnes | .4115 | 2015 | |
| 22 | Bradley Wolfe# | .4112 | 2022 | |
| 23 | Tommy McCain# | .4111 | 2023 | |
| 24 | Yoichibei Taniguchi# | .4097 | 2024 | |
| 25 | Markko Hurskainen | .4080 | 2022 | |
| 26 | Ennio Duccio# | .4076 | 2024 | |
| 27 | Yoichibei Taniguchi# | .4075 | 2026 | |
| 27 | Chris Joseph# | .4075 | 2023 | |
| 29 | Brandon Harrison# | .4069 | 2023 | |
| 30 | Dante Deleón# | .4055 | 2027 | |
| 31 | Anujestha Puri# | .4047 | 2027 | |
| 32 | Jake Hunt# | .4044 | 2023 | |
| 33 | Julián Martínez# | .4043 | 2024 | |
| 34 | Joe Calhoun# | .4033 | 2019 | |
| 35 | Susumu Yamamoto# | .4027 | 2027 | |
| 36 | Hidetada Yamada | .4013 | 2015 | |
| 37 | Mitsuoki Suzuki | .4011 | 2017 | |
| 38 | Roberto Afilhado# | .4010 | 2027 | |
| 39 | Mark Smith | .4009 | 2014 | |
| 40 | Bagaskoro Pakpahan# | .4006 | 2025 | |
| 41 | Ed Kessler# | .3990 | 2020 | |
| 42 | Doug White# | .3988 | 2022 | |
| 43 | Kohei Matsumoto# | .3986 | 2027 | |
| 44 | Tomiichi Kishita | .3985 | 2016 | |
| 45 | Roberto Afilhado# | .3977 | 2025 | |
| 46 | Ed Greer# | .3969 | 2022 | |
| 46 | Chris Joseph# | .3969 | 2022 | |
| 48 | Ed Greer# | .3966 | 2021 | |
| 49 | Dave Watson# | .3952 | 2022 | |
| 50 | Lorne Hinxman | .3947 | 2018 | |
| 51 | Hideyori Kiyomizu | .3932 | 2013 | |
| 52 | Ennio Duccio# | .3927 | 2023 | |
| 53 | Susumu Yamamoto# | .3924 | 2026 | |
| 53 | Khai Sui# | .3924 | 2027 | |
| 55 | Daniel Gómez# | .3919 | 2020 | |
| 56 | Steve Wheeler# | .3898 | 2027 | |
| 57 | Bobby Yates | .3896 | 2019 | |
| 58 | Jake Hunt# | .3893 | 2018 | |
| 58 | Marshall Dempsey# | .3893 | 2026 | |
| 60 | Blake Reynolds | .3889 | 2012 | |
| 61 | Juan Garza | .3874 | 2016 | |
| 62 | Cecil Campbell | .3872 | 2021 | |
| 63 | Jejomar Butardo# | .3869 | 2022 | |
| 64 | Dave Watson# | .3863 | 2027 | |
| 65 | Walt Dobson | .3861 | 2014 | |
| 66 | Bobby Yates | .3857 | 2022 | |
| 67 | Nick Johnson | .3856 | 2014 | |
| 68 | Shawn Cummins# | .3846 | 2018 | |
| 69 | Bob Daniels# | .3845 | 2027 | |
| 70 | Desmond Waters# | .3844 | 2027 | |
| 71 | Todd Jacobs# | .3834 | 2026 | |
| 72 | William Cunningham# | .3826 | 2019 | |
| 73 | Bobby Yates | .3814 | 2021 | |
| 74 | Kosho Hayashi | .3812 | 2018 | |
| 75 | Bradley Wolfe# | .3804 | 2021 | |
| 76 | Reese O'Higgins | .3801 | 2017 | |
| 77 | Cedric Powers | .3783 | 2020 | |
| 78 | Dave Watson# | .3781 | 2026 | |
| 79 | Adrián Ortíz# | .3779 | 2018 | |
| 79 | Jasper Hunt | .3779 | 2022 | |
| 81 | Tokutomi Kogawa# | .3761 | 2021 | |
| 82 | Adam Hounsell# | .3759 | 2026 | |
| 83 | Tomiichi Kishita | .3757 | 2015 | |
| 84 | Keitaro Ojima# | .3752 | 2023 | |
| 85 | Jesús Gallegos# | .3717 | 2023 | |
| 86 | Grégory Lesage | .3716 | 2023 | |
| 87 | Armando Alemán# | .3714 | 2022 | |
| 88 | Nick Norton | .3713 | 2024 | |
| 89 | Will Steele | .3704 | 2025 | |
| 89 | Kelly Myers | .3704 | 2023 | |
| 91 | Dave Watson# | .3690 | 2024 | |
| 92 | Kunimichi Fujii# | .3678 | 2027 | |
| 93 | Miguel Parra | .3674 | 2020 | |
| 94 | Miguel Parra | .3670 | 2017 | |
| 95 | Bob Vaughn | .3653 | 2015 | |
| 96 | Bob McCullough# | .3652 | 2021 | |
| 97 | Desmond Waters# | .3651 | 2025 | |
| 98 | Jesús Cruz# | .3649 | 2021 | |
| 99 | Miguel Parra | .3648 | 2016 | |
| 100 | Juan Pacheco | .3641 | 2018 |
