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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 | Noel Ballard# | .4143 | 2025 | |
| 4 | Pedro Santos# | .4076 | 2027 | |
| 5 | Hank Wilder# | .3978 | 2023 | |
| 6 | Eiji Suzuki | .3951 | 2020 | |
| 7 | Pedro Santos# | .3850 | 2025 | |
| 8 | José Meléndez# | .3828 | 2019 | |
| 9 | Bob Dickerson# | .3811 | 2022 | |
| 10 | Pedro Santos# | .3802 | 2024 | |
| 11 | Nick McKnight | .3765 | 2014 | |
| 12 | Yoshio Matsuo | .3708 | 2017 | |
| 12 | Jim Chaffe | .3708 | 2014 | |
| 14 | Ricardo Salazar | .3692 | 2015 | |
| 15 | Tony Hernández# | .3689 | 2025 | |
| 16 | Mark Melton# | .3671 | 2014 | |
| 17 | Pedro Santos# | .3614 | 2026 | |
| 18 | Thom Wilcox# | .3604 | 2023 | |
| 19 | Mark Melton# | .3596 | 2019 | |
| 20 | Bernardo Herrera# | .3594 | 2024 | |
| 21 | Hank Wilder# | .3575 | 2024 | |
| 22 | Robby Day# | .3571 | 2025 | |
| 23 | John Allen# | .3561 | 2023 | |
| 23 | Bob Dickerson# | .3561 | 2024 | |
| 25 | Eiji Suzuki | .3556 | 2019 | |
| 26 | Mark Melton# | .3532 | 2020 | |
| 27 | Munemori Ohara# | .3516 | 2026 | |
| 28 | Tim Barnes# | .3496 | 2023 | |
| 29 | Matthieu Servergnini | .3493 | 2016 | |
| 30 | Yoshio Matsuo | .3492 | 2018 | |
| 31 | Nathan Horton# | .3462 | 2018 | |
| 32 | Pil-joong Pak# | .3455 | 2026 | |
| 33 | Pablo León | .3453 | 2015 | |
| 34 | Mark Melton# | .3447 | 2027 | |
| 35 | Andrés Rodríguez# | .3440 | 2024 | |
| 36 | Daniel Lallanilla | .3428 | 2015 | |
| 37 | Ed Whitaker# | .3414 | 2024 | |
| 38 | Pedro Santos# | .3413 | 2023 | |
| 39 | Júlio Morín | .3409 | 2020 | |
| 39 | Tony Romero# | .3409 | 2027 | |
| 41 | Pil-joong Pak# | .3407 | 2023 | |
| 42 | Bernardo Herrera# | .3392 | 2025 | |
| 42 | Toby Hopper | .3392 | 2015 | |
| 44 | Tony Hernández# | .3391 | 2026 | |
| 45 | Ray Porch | .3385 | 2020 | |
| 46 | Tim Barnes# | .3325 | 2016 | |
| 47 | Bob Dickerson# | .3297 | 2025 | |
| 48 | Bob Heller | .3296 | 2015 | |
| 49 | Mark Melton# | .3295 | 2018 | |
| 50 | Pil-joong Pak# | .3287 | 2024 | |
| 51 | Ronald Shelton | .3282 | 2018 | |
| 52 | Mark Melton# | .3281 | 2016 | |
| 53 | Munemori Ohara# | .3274 | 2021 | |
| 54 | Pil-joong Pak# | .3270 | 2025 | |
| 55 | Ed Whitaker# | .3268 | 2025 | |
| 56 | Todd Schenkel | .3256 | 2021 | |
| 57 | Roland Deschain# | .3242 | 2027 | |
| 58 | Robby Day# | .3240 | 2027 | |
| 59 | Jorge Trevino# | .3224 | 2021 | |
| 60 | Ed Whitaker# | .3215 | 2023 | |
| 61 | Brad Brown | .3213 | 2018 | |
| 62 | George McDonald | .3208 | 2017 | |
| 63 | John Allen# | .3189 | 2026 | |
| 64 | Tim Barnes# | .3168 | 2017 | |
| 65 | Jorge Trevino# | .3165 | 2019 | |
| 66 | Kenzaburo Hori# | .3149 | 2026 | |
| 67 | Munemori Ohara# | .3112 | 2027 | |
| 68 | Joaquín Parra# | .3090 | 2020 | |
| 69 | Ed Whitaker# | .3087 | 2021 | |
| 70 | Matthieu Servergnini | .3079 | 2017 | |
| 71 | Donald Stanley# | .3072 | 2017 | |
| 72 | Pedro Cruz | .3055 | 2020 | |
| 73 | Francisco Mendoza | .3042 | 2014 | |
| 74 | Manny Hernández | .3039 | 2019 | |
| 75 | Munemori Ohara# | .3037 | 2023 | |
| 76 | José Lozano | .3026 | 2017 | |
| 77 | Joaquín Parra# | .3009 | 2019 | |
| 78 | Michael Riley# | .3002 | 2021 | |
| 79 | Tim Barnes# | .2995 | 2022 | |
| 80 | Porter Martínez | .2976 | 2019 | |
| 81 | Soseki Matsunaga | .2967 | 2018 | |
| 82 | Donald Stanley# | .2966 | 2016 | |
| 83 | Daniel Lallanilla | .2933 | 2017 | |
| 84 | Ismael Cabrera# | .2931 | 2022 | |
| 85 | Enrique Morales# | .2930 | 2025 | |
| 86 | Ted Cook# | .2911 | 2026 | |
| 87 | Carlos Rodríguez | .2873 | 2018 | |
| 88 | Bob Dickerson# | .2836 | 2026 | |
| 89 | Tynan Hawkins# | .2833 | 2026 | |
| 90 | Bernardo Herrera# | .2798 | 2022 | |
| 91 | Miguel Vidro | .2787 | 2023 | |
| 92 | Daniel Lallanilla | .2754 | 2016 | |
| 93 | Matt Love# | .2614 | 2025 | |
| 94 | Cole Shaffer# | .2613 | 2019 | |
| 95 | Raúl Ruíz# | .2596 | 2026 | |
| 96 | Ronald Shelton | .2565 | 2017 | |
| 97 | Lane Rich | .2562 | 2016 | |
| 98 | Tony Romero# | .2549 | 2024 |
