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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | OBP | YEAR | Open Career Leaderboard |
|---|---|---|---|---|
| 1 | Noel Ballard# | .4765 | 2019 | |
| 2 | Yoshio Matsuo | .4206 | 2015 | |
| 3 | Xavier Hernández# | .4145 | 2031 | |
| 4 | Noel Ballard# | .4143 | 2025 | |
| 5 | Pedro Santos# | .4076 | 2027 | |
| 6 | Noel Ballard# | .4073 | 2028 | |
| 7 | Noel Ballard# | .4050 | 2031 | |
| 8 | Pedro Santos# | .4008 | 2029 | |
| 9 | Hank Wilder# | .3978 | 2023 | |
| 10 | Pedro Santos# | .3956 | 2030 | |
| 11 | Eiji Suzuki | .3951 | 2020 | |
| 12 | Pedro Santos# | .3891 | 2031 | |
| 13 | Pedro Santos# | .3850 | 2025 | |
| 14 | José Meléndez | .3828 | 2019 | |
| 15 | Mitch Qualtrough# | .3826 | 2031 | |
| 16 | Bob Dickerson# | .3811 | 2022 | |
| 17 | Pedro Santos# | .3802 | 2024 | |
| 18 | Nick McKnight | .3765 | 2014 | |
| 19 | Yoshio Matsuo | .3708 | 2017 | |
| 19 | Jim Chaffe | .3708 | 2014 | |
| 21 | Ricardo Salazar | .3692 | 2015 | |
| 22 | Tony Hernández# | .3689 | 2025 | |
| 23 | Sam Quint# | .3672 | 2031 | |
| 24 | Mark Melton | .3671 | 2014 | |
| 25 | Pedro Santos# | .3623 | 2028 | |
| 26 | Pedro Santos# | .3614 | 2026 | |
| 27 | Thom Wilcox | .3604 | 2023 | |
| 28 | Mark Melton | .3596 | 2019 | |
| 29 | Bernardo Herrera# | .3594 | 2024 | |
| 30 | Hank Wilder# | .3575 | 2024 | |
| 31 | Robby Day# | .3571 | 2025 | |
| 32 | John Allen | .3561 | 2023 | |
| 32 | Bob Dickerson# | .3561 | 2024 | |
| 34 | Eiji Suzuki | .3556 | 2019 | |
| 35 | Mark Melton | .3532 | 2020 | |
| 36 | Munemori Ohara# | .3516 | 2026 | |
| 37 | Tony Romero# | .3514 | 2028 | |
| 38 | Pil-joong Pak# | .3513 | 2030 | |
| 39 | Juan Cabrera# | .3507 | 2029 | |
| 40 | Tim Barnes | .3496 | 2023 | |
| 41 | Matthieu Servergnini | .3493 | 2016 | |
| 42 | Yoshio Matsuo | .3492 | 2018 | |
| 43 | Nathan Horton | .3462 | 2018 | |
| 44 | Pil-joong Pak# | .3457 | 2031 | |
| 45 | Pil-joong Pak# | .3455 | 2026 | |
| 46 | Pablo León | .3453 | 2015 | |
| 47 | Mark Melton | .3447 | 2027 | |
| 48 | Andrés Rodríguez# | .3440 | 2024 | |
| 49 | Pil-joong Pak# | .3433 | 2029 | |
| 50 | Daniel Lallanilla | .3428 | 2015 | |
| 51 | Ed Whitaker | .3414 | 2024 | |
| 52 | Pedro Santos# | .3413 | 2023 | |
| 53 | Júlio Morín | .3409 | 2020 | |
| 53 | Tony Romero# | .3409 | 2027 | |
| 55 | Pil-joong Pak# | .3407 | 2023 | |
| 56 | Bernardo Herrera# | .3392 | 2025 | |
| 56 | Toby Hopper | .3392 | 2015 | |
| 58 | Tony Hernández# | .3391 | 2026 | |
| 59 | Ray Porch | .3385 | 2020 | |
| 60 | Pedro Vázquez# | .3340 | 2031 | |
| 61 | Tim Barnes | .3325 | 2016 | |
| 62 | Bob Dickerson# | .3297 | 2025 | |
| 63 | Bob Heller | .3296 | 2015 | |
| 64 | Mark Melton | .3295 | 2018 | |
| 65 | Pil-joong Pak# | .3287 | 2024 | |
| 66 | Ronald Shelton | .3282 | 2018 | |
| 67 | Mark Melton | .3281 | 2016 | |
| 68 | Hieu De# | .3278 | 2030 | |
| 69 | Munemori Ohara# | .3274 | 2021 | |
| 70 | Pil-joong Pak# | .3270 | 2025 | |
| 71 | Ed Whitaker | .3268 | 2025 | |
| 72 | Todd Schenkel | .3256 | 2021 | |
| 73 | Roland Deschain# | .3242 | 2027 | |
| 74 | Robby Day# | .3240 | 2027 | |
| 75 | Jorge Trevino | .3224 | 2021 | |
| 76 | Ed Whitaker | .3215 | 2023 | |
| 77 | Brad Brown | .3213 | 2018 | |
| 78 | George McDonald | .3208 | 2017 | |
| 79 | Denis Higgins# | .3196 | 2028 | |
| 80 | John Allen | .3189 | 2026 | |
| 81 | Tim Barnes | .3168 | 2017 | |
| 82 | Jorge Trevino | .3165 | 2019 | |
| 83 | Kenzaburo Hori | .3149 | 2026 | |
| 84 | Sam Quint# | .3140 | 2030 | |
| 85 | Travis Newsome# | .3114 | 2029 | |
| 86 | Munemori Ohara# | .3112 | 2027 | |
| 87 | Joaquín Parra | .3090 | 2020 | |
| 88 | Ed Whitaker | .3087 | 2021 | |
| 89 | Matthieu Servergnini | .3079 | 2017 | |
| 90 | Donald Stanley | .3072 | 2017 | |
| 91 | Denis Higgins# | .3070 | 2029 | |
| 92 | Pedro Cruz | .3055 | 2020 | |
| 93 | Nelson Jaramillo# | .3044 | 2030 | |
| 94 | Francisco Mendoza | .3042 | 2014 | |
| 95 | Manny Hernández | .3039 | 2019 | |
| 96 | Munemori Ohara# | .3037 | 2023 | |
| 97 | José Lozano | .3026 | 2017 | |
| 98 | Joaquín Parra | .3009 | 2019 | |
| 99 | Michael Riley | .3002 | 2021 | |
| 100 | Tim Barnes | .2995 | 2022 |
