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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | OBP | YEAR | Open Career Leaderboard |
|---|---|---|---|---|
| 1 | Bill Caldwell | .4944 | 2019 | |
| 2 | Melvin Magee | .4716 | 2019 | |
| 3 | Conrad Lissenberg# | .4654 | 2033 | |
| 4 | Armando Perales | .4518 | 2032 | |
| 5 | Javier Sepúlveda | .4493 | 2015 | |
| 6 | Ethan Rochefort | .4481 | 2012 | |
| 7 | Thomas Woods | .4478 | 2021 | |
| 8 | Katsuhito Kato# | .4444 | 2035 | |
| 9 | Mitchell Hunt | .4389 | 2009 | |
| 10 | Kenneth Ruggles | .4383 | 2023 | |
| 11 | Sean Kirkland | .4342 | 2025 | |
| 12 | Charlie Tucker | .4331 | 2016 | |
| 13 | Pedro Castro | .4254 | 2021 | |
| 14 | Nathan MacEwan | .4225 | 2033 | |
| 15 | Rowan Stuart | .4213 | 2023 | |
| 16 | Ralph Woods | .4201 | 2013 | |
| 17 | Héctor Limón# | .4195 | 2031 | |
| 18 | Jesús Rodríguez | .4147 | 2021 | |
| 19 | Dwight Martin | .4130 | 2020 | |
| 20 | Miguel Ortega# | .4084 | 2038 | |
| 21 | Zach Oglethorpe# | .4081 | 2030 | |
| 22 | Manuel Mejía | .4079 | 2017 | |
| 23 | Vincent Powell | .4067 | 2022 | |
| 24 | Ramiro Romero# | .4058 | 2033 | |
| 25 | Esteban Fernández | .4053 | 2011 | |
| 26 | Michael Reynolds | .4044 | 2009 | |
| 27 | Natsu Kono# | .4018 | 2037 | |
| 28 | Carlos Pérez | .4000 | 2023 | |
| 28 | Claudio Morales# | .4000 | 2034 | |
| 30 | Rowan Stuart | .3990 | 2022 | |
| 31 | Shane Willis# | .3976 | 2023 | |
| 32 | Juan Rosa# | .3955 | 2041 | |
| 33 | Matt Bunch | .3931 | 2015 | |
| 34 | Pedro González | .3926 | 2008 | |
| 35 | Salvador Rodríguez | .3919 | 2017 | |
| 36 | Yoriie Yamasaki | .3866 | 2021 | |
| 36 | Tsugumichi Kawano# | .3866 | 2033 | |
| 38 | Michihiro Sakei# | .3862 | 2036 | |
| 39 | Mark Bolen# | .3850 | 2039 | |
| 40 | Emmett Rumbolt# | .3844 | 2040 | |
| 41 | Raúl Martínez# | .3837 | 2037 | |
| 42 | Brian Davis# | .3830 | 2039 | |
| 43 | Dennis Stewart | .3824 | 2008 | |
| 44 | Kenkichi Morita# | .3814 | 2037 | |
| 45 | Rory Newman | .3812 | 2011 | |
| 46 | Norberto Márquez# | .3792 | 2040 | |
| 47 | James Caldwell# | .3786 | 2039 | |
| 48 | Marcus Anderson | .3753 | 2013 | |
| 49 | Sergio Blanco# | .3750 | 2035 | |
| 49 | Raúl Costello# | .3750 | 2026 | |
| 49 | José Padilla# | .3750 | 2040 | |
| 52 | Brian Butterfield# | .3741 | 2040 | |
| 53 | Jesús Rodríguez | .3725 | 2022 | |
| 53 | Yoshii Inoue# | .3725 | 2037 | |
| 55 | Mike Lucas# | .3720 | 2037 | |
| 56 | Juan Manuel# | .3704 | 2032 | |
| 57 | Eugene Walker | .3703 | 2012 | |
| 58 | Rocky Kowalski# | .3701 | 2025 | |
| 59 | António Canseco# | .3699 | 2027 | |
| 60 | Matthieu Sicco# | .3697 | 2035 | |
| 61 | Carlos De La Garza# | .3692 | 2035 | |
| 62 | Raúl García# | .3691 | 2023 | |
| 62 | Marco Korsel# | .3691 | 2037 | |
| 64 | Mario Navarro# | .3688 | 2038 | |
| 65 | Martin Thomas | .3676 | 2011 | |
| 66 | Suezo Saito# | .3672 | 2038 | |
| 67 | Mark Bolen# | .3671 | 2038 | |
| 68 | Iemochi Abe# | .3668 | 2040 | |
| 69 | Domingo López# | .3667 | 2041 | |
| 69 | Suezo Saito# | .3667 | 2037 | |
| 71 | Yosuke Sasaki# | .3649 | 2041 | |
| 72 | Anzai Ogawa# | .3643 | 2038 | |
| 73 | Richard Mancuso# | .3642 | 2034 | |
| 74 | Jorge Flores | .3630 | 2021 | |
| 75 | José Ramos# | .3627 | 2036 | |
| 75 | Greg Stanley | .3627 | 2028 | |
| 77 | Trent Jackson | .3625 | 2010 | |
| 78 | Aaron Jenkins# | .3624 | 2033 | |
| 78 | Gashie Uki# | .3624 | 2035 | |
| 80 | Juan González# | .3621 | 2038 | |
| 81 | Jerome Sanford | .3618 | 2017 | |
| 81 | Ricardo Hernández# | .3618 | 2038 | |
| 81 | Daniel Gómez# | .3618 | 2039 | |
| 84 | Víctor Bernal# | .3614 | 2039 | |
| 85 | Zach Oglethorpe# | .3610 | 2029 | |
| 86 | Randy Horton# | .3605 | 2038 | |
| 87 | Brad Cain | .3604 | 2009 | |
| 88 | Jorge Flores | .3590 | 2022 | |
| 89 | Eduardo Arellano# | .3584 | 2035 | |
| 90 | Seiichi Onodera# | .3579 | 2036 | |
| 91 | Alfredo Ávila# | .3573 | 2033 | |
| 92 | Shinsui Sato# | .3565 | 2037 | |
| 93 | Kil-hyun Yi# | .3543 | 2032 | |
| 94 | Alfredo Guzmán# | .3535 | 2030 | |
| 95 | Arturo Vega | .3533 | 2025 | |
| 96 | Juan Carlos Ornelza# | .3526 | 2025 | |
| 96 | António Figueroa# | .3526 | 2023 | |
| 98 | Gerardo Muñóz# | .3520 | 2042 | |
| 99 | Daniel Gómez# | .3519 | 2038 | |
| 100 | Albert Oliveira | .3517 | 2012 |
