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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | OBP | YEAR | Open Career Leaderboard |
|---|---|---|---|---|
| 1 | Hee-Seop Choi | .5890 | 2010 | |
| 2 | Robert McBride | .5092 | 2011 | |
| 3 | Judd Moore | .4780 | 2011 | |
| 4 | Andy Cantrell | .4691 | 2010 | |
| 5 | Leonard Blair | .4625 | 2013 | |
| 6 | Roberto Tobías# | .4565 | 2024 | |
| 7 | Earl Edwards | .4520 | 2015 | |
| 8 | Rodney Stokes# | .4517 | 2029 | |
| 9 | Ken Nolan | .4440 | 2017 | |
| 10 | Héctor Trujillo | .4356 | 2013 | |
| 11 | Bill Briggs | .4337 | 2012 | |
| 12 | Michael Foster# | .4335 | 2017 | |
| 13 | Alonso Zúñiga | .4267 | 2016 | |
| 14 | Phil Wanhalla | .4243 | 2019 | |
| 15 | Ramón León# | .4239 | 2031 | |
| 16 | Dan Phillips# | .4232 | 2017 | |
| 17 | Rodney Stokes# | .4226 | 2028 | |
| 18 | Juan Ortíz# | .4216 | 2029 | |
| 19 | Domingo Jiménez# | .4179 | 2031 | |
| 20 | Rick Yarbrough | .4161 | 2017 | |
| 21 | Nariaki Yamasaki# | .4154 | 2030 | |
| 22 | Jeff Rogers | .4128 | 2010 | |
| 23 | Paul Anderson | .4118 | 2015 | |
| 24 | José Berrera# | .4091 | 2022 | |
| 25 | Víctor Navarro# | .4089 | 2027 | |
| 26 | Jesús Ybarra# | .4070 | 2028 | |
| 27 | Ron Wils# | .4054 | 2029 | |
| 28 | Domingo Jiménez# | .4050 | 2030 | |
| 29 | Cees Raaijmakers# | .4026 | 2029 | |
| 29 | Darryl Frederick | .4026 | 2013 | |
| 31 | Ogai Fukuda# | .4021 | 2030 | |
| 32 | Alfonso Barrios | .4020 | 2011 | |
| 33 | Joey Bart# | .3996 | 2019 | |
| 34 | Enrique Flores | .3995 | 2018 | |
| 35 | Alberto Hernández# | .3974 | 2026 | |
| 36 | Sean Murphy | .3972 | 2018 | |
| 37 | Júlio Castillo# | .3968 | 2030 | |
| 38 | Tan van Katwijk# | .3966 | 2028 | |
| 38 | Myles Hodges# | .3966 | 2017 | |
| 40 | Billy Green | .3932 | 2017 | |
| 41 | Jason Finch | .3931 | 2013 | |
| 42 | Jack Hamilton# | .3905 | 2024 | |
| 43 | Pablo Moya# | .3881 | 2026 | |
| 44 | Yoritoki Seki | .3880 | 2010 | |
| 45 | António Chávez# | .3867 | 2021 | |
| 46 | Michael Foster# | .3860 | 2016 | |
| 47 | Bryan Bellars | .3840 | 2014 | |
| 48 | Pablo Moya# | .3837 | 2027 | |
| 49 | Francisco Alvarez# | .3831 | 2029 | |
| 50 | Barney Scott | .3812 | 2019 | |
| 51 | Preston Bowden | .3780 | 2010 | |
| 52 | Joe Attenborough | .3773 | 2012 | |
| 53 | Mario Ruíz# | .3745 | 2031 | |
| 53 | Ken Boone# | .3745 | 2031 | |
| 55 | Dana Blevins | .3737 | 2013 | |
| 56 | Armando Montaño# | .3733 | 2031 | |
| 57 | Mike Smith | .3732 | 2016 | |
| 58 | Mark Thompson | .3727 | 2014 | |
| 59 | Cam Boone# | .3719 | 2023 | |
| 60 | Nobuyori Rin# | .3710 | 2029 | |
| 61 | George Lamb | .3692 | 2015 | |
| 62 | Pedro Sánchez | .3665 | 2014 | |
| 63 | Taro Chikuda# | .3664 | 2027 | |
| 64 | Mike Armstrong | .3648 | 2016 | |
| 65 | Lloyd DeCoteau | .3643 | 2018 | |
| 66 | Walt Dowds | .3640 | 2010 | |
| 67 | Tyson Foster# | .3634 | 2028 | |
| 68 | Jorge Trejo# | .3626 | 2031 | |
| 69 | Joe Attenborough | .3619 | 2011 | |
| 70 | Joe Franklin | .3609 | 2011 | |
| 71 | Luis Díaz | .3607 | 2011 | |
| 72 | Héctor Trujillo | .3604 | 2012 | |
| 73 | Ron Anderson# | .3593 | 2031 | |
| 74 | Miguel Lozano# | .3584 | 2026 | |
| 75 | Randy Stone# | .3571 | 2029 | |
| 76 | Demy Witchell# | .3570 | 2030 | |
| 77 | Clancy Fullerton | .3567 | 2016 | |
| 78 | Francisco Mejia# | .3553 | 2024 | |
| 79 | Dave Anthony | .3544 | 2010 | |
| 80 | Denver McKinney | .3538 | 2011 | |
| 81 | Dwight Copeland | .3508 | 2014 | |
| 81 | Eric Blue# | .3508 | 2016 | |
| 83 | Jesús Rivera# | .3506 | 2026 | |
| 84 | Dewitt Moore | .3496 | 2016 | |
| 85 | Iván Rodríguez# | .3478 | 2022 | |
| 86 | Nicolas Beck# | .3475 | 2026 | |
| 87 | Mitchell Gibson | .3450 | 2010 | |
| 88 | Javier Bermúdez# | .3423 | 2019 | |
| 89 | Harvey Sampson | .3410 | 2010 | |
| 90 | John Tipton | .3405 | 2018 | |
| 91 | Mark Clark# | .3392 | 2022 | |
| 92 | Andrés López# | .3391 | 2022 | |
| 93 | Thomas Michael | .3368 | 2015 | |
| 93 | Edmund John# | .3368 | 2018 | |
| 95 | Jonathan Lucroy | .3346 | 2010 | |
| 96 | Pablo Canseco | .3344 | 2011 | |
| 97 | Miguel Andrés# | .3341 | 2031 | |
| 98 | Jesús Rodríguez# | .3319 | 2025 | |
| 99 | Sung-heun O# | .3296 | 2027 | |
| 100 | Javier Bermúdez# | .3282 | 2018 |
