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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | OBP | YEAR | Open Career Leaderboard |
|---|---|---|---|---|
| 1 | Carlos Calderón | .4881 | 2016 | |
| 2 | Daniel Dorsey | .4650 | 2018 | |
| 3 | Yasuzo Doi | .4635 | 2042 | |
| 4 | Abdul-Muttalib Yunus | .4615 | 2026 | |
| 5 | Pete Rowland | .4573 | 2028 | |
| 6 | Jérémy Robin | .4396 | 2025 | |
| 7 | Danny Stuessy | .4372 | 2046 | |
| 8 | Hidehira Ogawa | .4357 | 2020 | |
| 9 | Motoyasu Matsushita | .4356 | 2020 | |
| 10 | Jayin Sita | .4339 | 2028 | |
| 11 | Anastasio Buchanan | .4321 | 2020 | |
| 12 | Roberto Meza | .4304 | 2041 | |
| 13 | Eddie Silva# | .4291 | 2059 | |
| 13 | Marty Tack | .4291 | 2044 | |
| 15 | Rodney Beam | .4283 | 2036 | |
| 16 | Xavier Wall# | .4266 | 2058 | |
| 17 | Sean Lucas | .4259 | 2045 | |
| 18 | Joey Eaton | .4236 | 2043 | |
| 19 | Andy Snider | .4220 | 2049 | |
| 20 | George Conlee | .4216 | 2047 | |
| 21 | Roland Southwick# | .4215 | 2058 | |
| 21 | Lee Brooks | .4215 | 2032 | |
| 21 | Jamie Drum | .4215 | 2045 | |
| 24 | Sean Clark | .4207 | 2029 | |
| 25 | Walker Greenan | .4206 | 2035 | |
| 26 | Alex Guevara | .4187 | 2040 | |
| 27 | Joe Hodges | .4183 | 2042 | |
| 28 | Chris Norton# | .4176 | 2060 | |
| 29 | Orlando Gracia# | .4173 | 2055 | |
| 30 | Rubén Rivera | .4161 | 2023 | |
| 31 | Julio Rivera# | .4159 | 2056 | |
| 32 | Edwin Ruiz | .4137 | 2038 | |
| 33 | Ron Williams | .4126 | 2019 | |
| 34 | Hidehira Ogawa | .4105 | 2021 | |
| 35 | Walt Muller | .4102 | 2035 | |
| 36 | Frank Pena | .4101 | 2035 | |
| 37 | Frank Widner# | .4092 | 2055 | |
| 38 | Jon Miron | .4091 | 2027 | |
| 39 | Larry Neal# | .4088 | 2059 | |
| 40 | Woodrow Maxwell | .4083 | 2022 | |
| 41 | Daniel Staub Jr. | .4079 | 2043 | |
| 41 | Kenshin Yamashita | .4079 | 2023 | |
| 43 | Johnny Morrison | .4073 | 2014 | |
| 44 | Jayin Sita | .4067 | 2023 | |
| 45 | Motoki Kanno | .4061 | 2023 | |
| 46 | Daniel Elliott | .4060 | 2041 | |
| 47 | Rusty Ela | .4051 | 2048 | |
| 48 | Katsuhiko Yamamoto | .4050 | 2015 | |
| 49 | Bill Corkum | .4048 | 2037 | |
| 50 | Daniel Arnaud | .4047 | 2023 | |
| 51 | Feitze de Rooij# | .4042 | 2054 | |
| 52 | Zhuo-cheng Min | .4040 | 2030 | |
| 53 | Lateef Zitouna# | .4035 | 2057 | |
| 54 | Roberto Castillo | .4031 | 2045 | |
| 55 | Adrian Jimenez | .4025 | 2037 | |
| 56 | Daniel Dorsey | .4018 | 2017 | |
| 57 | Tony Mejia | .4017 | 2053 | |
| 58 | Barry Huffman | .4010 | 2033 | |
| 58 | J.R. Brauer | .4010 | 2040 | |
| 60 | Kyle Wakeman | .4000 | 2039 | |
| 61 | Brian Martin | .3992 | 2035 | |
| 62 | Jamie Harrison | .3985 | 2051 | |
| 63 | Bryan Mitchell | .3980 | 2050 | |
| 64 | Roberto Irizarry | .3973 | 2050 | |
| 65 | Víctor Sandoval | .3956 | 2026 | |
| 66 | Michael Pickersgill | .3941 | 2030 | |
| 67 | Edwin Ruiz | .3930 | 2034 | |
| 68 | Steve Donohue | .3925 | 2044 | |
| 69 | Ben Bishop | .3923 | 2048 | |
| 70 | Motoyasu Matsushita | .3919 | 2019 | |
| 71 | Carl Brock | .3915 | 2016 | |
| 72 | Sergio Arredondo | .3912 | 2036 | |
| 73 | Luc DeMichelis | .3906 | 2059 | |
| 74 | Anastasio Buchanan | .3889 | 2021 | |
| 75 | Vihaan Vedant | .3883 | 2020 | |
| 76 | Luis Melendrez | .3878 | 2053 | |
| 77 | Ryan Marshall | .3869 | 2017 | |
| 78 | Jamie Drum | .3853 | 2046 | |
| 79 | Jooki Arroyo | .3846 | 2032 | |
| 80 | Ken Simpson | .3840 | 2035 | |
| 81 | Harry May | .3838 | 2033 | |
| 82 | Danny Griggs | .3837 | 2021 | |
| 83 | Toby Chave | .3834 | 2025 | |
| 84 | Joey Eaton | .3831 | 2044 | |
| 84 | Terry Kelly | .3831 | 2046 | |
| 86 | Danny Stuessy | .3824 | 2045 | |
| 87 | Odysseus North | .3823 | 2016 | |
| 88 | Lee Bruce | .3822 | 2018 | |
| 89 | Rich Schneiderman | .3820 | 2053 | |
| 90 | Rafael Gómez | .3804 | 2036 | |
| 91 | Mauricio Betances# | .3803 | 2054 | |
| 92 | Qian Thean | .3800 | 2024 | |
| 92 | David Rossetti | .3800 | 2047 | |
| 94 | Maxwell Organ | .3798 | 2057 | |
| 95 | Mike Lewelling# | .3794 | 2058 | |
| 96 | Mike Neill | .3791 | 2040 | |
| 97 | Maxwell Organ | .3782 | 2056 | |
| 98 | Matt Winters* | .3777 | 2018 | |
| 99 | Javy Cardenas# | .3775 | 2050 | |
| 100 | Victor Nunez | .3767 | 2050 |
