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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | OBP | YEAR | Open Career Leaderboard |
|---|---|---|---|---|
| 1 | Pablo Vegas* | .4530 | 2004 | |
| 2 | Pablo Vegas* | .4424 | 2000 | |
| 3 | Pablo Vegas* | .4392 | 2003 | |
| 4 | Mitchell Young | .4358 | 2002 | |
| 5 | Pablo Vegas* | .4345 | 2006 | |
| 6 | Victor Gonzalez# | .4310 | 2011 | |
| 7 | Juan Ortega# | .4177 | 2015 | |
| 8 | Pablo Vegas* | .4134 | 2005 | |
| 9 | Miles Hayes | .4116 | 2003 | |
| 10 | Jeremy Yamakawa | .4051 | 2006 | |
| 11 | Jonathan Ashley# | .4042 | 2013 | |
| 12 | Jonathan Ashley# | .4009 | 2012 | |
| 13 | Jeremy Yamakawa | .3989 | 2007 | |
| 14 | Jeremy Yamakawa | .3974 | 2010 | |
| 15 | Brett Byrnes | .3911 | 2012 | |
| 16 | Yu-xing Cheng | .3906 | 2008 | |
| 17 | Jeff Coleman# | .3891 | 2017 | |
| 18 | Jeremy Yamakawa | .3870 | 2008 | |
| 18 | Mel Aguilar# | .3870 | 2018 | |
| 20 | Pat Marchitto# | .3845 | 2021 | |
| 21 | Freddy Bookout | .3808 | 2008 | |
| 22 | Juan Ortega# | .3779 | 2014 | |
| 23 | Yasuro Sugimoto# | .3773 | 2011 | |
| 23 | Jonathan Ashley# | .3773 | 2015 | |
| 25 | Brett Byrnes | .3766 | 2010 | |
| 26 | Tom Tillotson | .3761 | 2008 | |
| 27 | Carlos Lopez | .3752 | 2000 | |
| 28 | Miles Hayes | .3741 | 2005 | |
| 29 | Shane Jenkins | .3732 | 2004 | |
| 30 | Yasuro Sugimoto# | .3728 | 2013 | |
| 31 | Emmanuel Haigler | .3721 | 2013 | |
| 32 | Manuel Rosas# | .3720 | 2021 | |
| 33 | Julio Gonzalez | .3719 | 2009 | |
| 34 | Rich Noble | .3709 | 2005 | |
| 35 | John Austin# | .3707 | 2019 | |
| 36 | Jalen Armour | .3702 | 2003 | |
| 37 | Aaron Kay | .3699 | 2006 | |
| 38 | Casey Schmidt | .3693 | 2005 | |
| 39 | Brett Byrnes | .3682 | 2004 | |
| 39 | Pat Marchitto# | .3682 | 2019 | |
| 41 | Melvin Vargas | .3674 | 2007 | |
| 42 | Brett Byrnes | .3671 | 2011 | |
| 43 | Soroku Asari | .3670 | 2010 | |
| 44 | Mitchell Young | .3667 | 2005 | |
| 45 | John Austin# | .3658 | 2021 | |
| 46 | Jonathan Ashley# | .3657 | 2016 | |
| 47 | Emmanuel Haigler | .3649 | 2008 | |
| 48 | Emmanuel Haigler | .3646 | 2009 | |
| 49 | Tony Villarreal# | .3644 | 2017 | |
| 50 | Tsunemi Higaki | .3635 | 2012 | |
| 51 | Jeff Coleman# | .3627 | 2019 | |
| 52 | Travis Collier# | .3621 | 2012 | |
| 52 | Juan Ortega# | .3621 | 2016 | |
| 54 | Pat Marchitto# | .3611 | 2020 | |
| 55 | Miles Hayes | .3595 | 2004 | |
| 55 | Brett Byrnes | .3595 | 2003 | |
| 57 | Josh Miller | .3587 | 2005 | |
| 57 | Gabriel Perez | .3587 | 2008 | |
| 59 | John Jackson | .3581 | 2004 | |
| 60 | George Reed | .3579 | 2003 | |
| 61 | Juan Ortega# | .3571 | 2019 | |
| 62 | Osvaldo Avila# | .3570 | 2014 | |
| 63 | Gary Dineen | .3569 | 2005 | |
| 63 | George Reed | .3569 | 2007 | |
| 65 | Oliver Damon# | .3567 | 2018 | |
| 66 | John Jackson | .3566 | 2006 | |
| 66 | Fernando Rodriguez | .3566 | 2011 | |
| 68 | Jesus Irizarry | .3562 | 2012 | |
| 69 | Miles Hayes | .3561 | 2006 | |
| 70 | Miles Hayes | .3552 | 2007 | |
| 71 | Jonathan Ashley# | .3549 | 2014 | |
| 72 | Jalen Armour | .3546 | 2002 | |
| 73 | Soroku Asari | .3543 | 2011 | |
| 73 | Emmanuel Haigler | .3543 | 2007 | |
| 75 | Melvin Vargas | .3530 | 2009 | |
| 76 | Brett Byrnes | .3522 | 2013 | |
| 77 | Miles Hayes | .3519 | 2001 | |
| 78 | Tim Hummel# | .3518 | 2019 | |
| 78 | Emmanuel Haigler | .3518 | 2010 | |
| 80 | Matt Gilfillan# | .3516 | 2017 | |
| 81 | Jerry Wilson | .3509 | 2000 | |
| 82 | Miles Hayes | .3506 | 2000 | |
| 83 | John Jackson | .3505 | 2005 | |
| 84 | John Austin# | .3504 | 2020 | |
| 85 | Gabriel Perez | .3502 | 2012 | |
| 86 | Yasuro Sugimoto# | .3500 | 2012 | |
| 87 | Jose Figueroa# | .3499 | 2018 | |
| 87 | Rich Noble | .3499 | 2004 | |
| 89 | Pat Marchitto# | .3496 | 2017 | |
| 90 | Jaime Flores | .3493 | 2014 | |
| 90 | Jay Thibodeaux# | .3493 | 2015 | |
| 92 | Jalen Armour | .3488 | 2004 | |
| 93 | Emmanuel Haigler | .3482 | 2006 | |
| 94 | Gary Dineen | .3480 | 2001 | |
| 95 | Alec Roller | .3479 | 2005 | |
| 96 | Yasuro Sugimoto# | .3478 | 2015 | |
| 97 | Jon Wagner# | .3476 | 2021 | |
| 98 | Tony Ochoa# | .3473 | 2017 | |
| 99 | Jalen Armour | .3471 | 2001 | |
| 100 | Mike Beavers | .3468 | 2013 |
