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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | OBP | YEAR | Open Career Leaderboard |
|---|---|---|---|---|
| 1 | Noel Ballard# | .4823 | 2026 | |
| 2 | Bob Dickerson# | .4667 | 2020 | |
| 3 | Tamasaburo Kato# | .4496 | 2030 | |
| 4 | Noel Ballard# | .4483 | 2027 | |
| 5 | José Meléndez | .4286 | 2017 | |
| 6 | Xavier Hernández# | .4248 | 2030 | |
| 7 | Bob Dickerson# | .4170 | 2021 | |
| 8 | Júlio Morín | .4131 | 2018 | |
| 9 | Denis Higgins# | .4096 | 2031 | |
| 10 | Xavier Hernández# | .4092 | 2028 | |
| 11 | Raykom Mikeladze | .4048 | 2015 | |
| 12 | Mark Melton | .3974 | 2024 | |
| 13 | Xavier Hernández# | .3957 | 2029 | |
| 14 | Kenzaburo Hori | .3941 | 2021 | |
| 15 | Tony Hernández | .3939 | 2024 | |
| 16 | Gonzalo López | .3900 | 2019 | |
| 17 | Enrique Ortega | .3893 | 2029 | |
| 18 | George McDonald | .3890 | 2016 | |
| 19 | Pablo León | .3874 | 2017 | |
| 20 | Mark Melton | .3846 | 2023 | |
| 21 | Francisco González | .3831 | 2016 | |
| 22 | Kenzaburo Hori | .3819 | 2022 | |
| 23 | John Allen | .3788 | 2018 | |
| 24 | Nathan Clay | .3775 | 2020 | |
| 24 | Yoshio Matsuo | .3775 | 2016 | |
| 26 | Pedro Cruz | .3759 | 2018 | |
| 27 | Vance Cannon | .3750 | 2017 | |
| 28 | Eiji Suzuki | .3742 | 2022 | |
| 28 | António Granados# | .3742 | 2024 | |
| 30 | Duncan Thomas | .3728 | 2018 | |
| 31 | Juan Rivas# | .3715 | 2025 | |
| 32 | Eiji Suzuki | .3711 | 2023 | |
| 33 | Kenzaburo Hori | .3698 | 2023 | |
| 34 | Pablo León | .3694 | 2016 | |
| 35 | Arnold Giroux# | .3674 | 2033 | |
| 36 | Ed Whitaker | .3665 | 2022 | |
| 37 | Miguel Ramírez | .3652 | 2015 | |
| 38 | Mike Brown | .3643 | 2019 | |
| 39 | António Granados# | .3633 | 2022 | |
| 40 | Bubba Blevins# | .3629 | 2028 | |
| 41 | Mark Melton | .3616 | 2022 | |
| 42 | Mark Melton | .3603 | 2025 | |
| 43 | António Granados# | .3596 | 2023 | |
| 44 | Josh Stafford | .3595 | 2024 | |
| 45 | Tony Romero# | .3593 | 2023 | |
| 46 | Bernardo Herrera# | .3592 | 2023 | |
| 47 | Chris McKinney# | .3587 | 2023 | |
| 48 | Mark Melton | .3578 | 2026 | |
| 49 | Pablo Lugo | .3576 | 2022 | |
| 50 | Brent Burgess | .3567 | 2021 | |
| 50 | Xavier Hernández# | .3567 | 2026 | |
| 52 | Jim Browning | .3543 | 2015 | |
| 53 | Vance Cannon | .3539 | 2018 | |
| 54 | Evan Adams | .3535 | 2024 | |
| 54 | Forrest McCooke | .3535 | 2022 | |
| 56 | Roy Herring# | .3534 | 2025 | |
| 57 | Cole Shaffer | .3533 | 2020 | |
| 58 | Xavier Hernández# | .3528 | 2027 | |
| 59 | Cole Shaffer | .3516 | 2021 | |
| 60 | Bernardo Hernández | .3512 | 2025 | |
| 61 | Kenzaburo Hori | .3506 | 2024 | |
| 62 | Hieu De# | .3496 | 2032 | |
| 63 | David Edwards# | .3470 | 2019 | |
| 64 | Ted Cook# | .3459 | 2024 | |
| 65 | Soseki Matsunaga | .3457 | 2019 | |
| 66 | Jayson Parsons | .3447 | 2015 | |
| 67 | John Allen | .3445 | 2021 | |
| 68 | Ismael Sandoval# | .3442 | 2031 | |
| 69 | Hal Romaine | .3441 | 2018 | |
| 70 | Juan Ramos | .3439 | 2028 | |
| 71 | Enrique Morales# | .3432 | 2026 | |
| 71 | Wayne Harrison | .3432 | 2015 | |
| 73 | Steve Irwin# | .3425 | 2030 | |
| 74 | Duncan Thomas | .3422 | 2021 | |
| 75 | Vicente Toro | .3420 | 2021 | |
| 76 | Júlio Rodríguez# | .3410 | 2029 | |
| 77 | Ki-tak Im# | .3392 | 2027 | |
| 77 | Manny Hernández | .3392 | 2020 | |
| 77 | Josh Stafford | .3392 | 2026 | |
| 80 | Melvin Baldwin | .3379 | 2015 | |
| 81 | Raykom Mikeladze | .3375 | 2017 | |
| 82 | Jeff Bass | .3374 | 2019 | |
| 83 | Pancho Salaedo# | .3370 | 2024 | |
| 84 | Júlio Rodríguez# | .3365 | 2030 | |
| 85 | Roland Deschain# | .3364 | 2026 | |
| 86 | Shawn Hicks | .3361 | 2023 | |
| 87 | Juan Aguirre# | .3359 | 2028 | |
| 88 | Mike Brown | .3341 | 2020 | |
| 89 | Riley Howard | .3333 | 2022 | |
| 90 | Eric Russell | .3309 | 2015 | |
| 91 | Dave Henderson | .3304 | 2028 | |
| 92 | Raúl Ruíz# | .3278 | 2030 | |
| 93 | Dave Henderson | .3275 | 2022 | |
| 94 | Raúl Ruíz# | .3274 | 2031 | |
| 95 | Curtis Peters | .3273 | 2020 | |
| 96 | Bob Dickerson# | .3270 | 2027 | |
| 97 | Dave Farr | .3262 | 2023 | |
| 98 | José Paz# | .3255 | 2029 | |
| 99 | António Granados# | .3253 | 2032 | |
| 100 | Vincent Crane# | .3245 | 2033 |
