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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | OBP | YEAR | Open Season Leaderboard |
|---|---|---|---|---|
| 1 | Kyle Reader | .4042 | 2018-2030 | |
| 2 | Hideyori Kiyomizu | .4006 | 2014-2023 | |
| 3 | Quentin Collins# | .3984 | 2041-2060 | |
| 4 | Kojuro Ine* | .3932 | 2026-2041 | |
| 5 | Peter Blanchard | .3891 | 2012-2024 | |
| 6 | Bill Grant | .3865 | 2032-2048 | |
| 6 | Jimi van der Pol | .3865 | 2039-2054 | |
| 8 | Marty Silver | .3853 | 2014-2026 | |
| 9 | Jesús Cruz | .3834 | 2012-2028 | |
| 10 | Bob Brown | .3829 | 2016-2027 | |
| 11 | Joe Watson | .3820 | 2020-2029 | |
| 12 | Robbie Sarmiento | .3781 | 2037-2044 | |
| 13 | Lou Ramsey | .3738 | 2018-2031 | |
| 14 | Mike Davis | .3723 | 2023-2038 | |
| 15 | Wen Wei | .3657 | 2025-2037 | |
| 16 | Tim Buck | .3652 | 2016-2029 | |
| 17 | Dan Smith | .3635 | 2019-2029 | |
| 18 | Mitch Lyon | .3626 | 2015-2020 | |
| 19 | Baden Murphy | .3605 | 2019-2035 | |
| 20 | Salvador Ramos | .3587 | 2018-2033 | |
| 21 | Jordan Amaya | .3574 | 2041-2053 | |
| 22 | Blake Reynolds | .3571 | 2012-2023 | |
| 23 | Shunso Fukuda | .3542 | 2027-2039 | |
| 24 | Robert Mentzer* | .3537 | 2034-2044 | |
| 25 | Lai-hsiang Xiu | .3536 | 2022-2034 | |
| 26 | Felix Anciso* | .3519 | 2042-2056 | |
| 27 | Doug White | .3511 | 2022-2036 | |
| 28 | Marty Hannibal# | .3509 | 2054-2061 | |
| 29 | Baber Davi* | .3496 | 2019-2037 | |
| 30 | Khai Sui | .3492 | 2028-2039 | |
| 31 | Tokutomi Kogawa | .3491 | 2022-2034 | |
| 32 | Jim Sheesley# | .3435 | 2051-2061 | |
| 33 | Omar Avila | .3434 | 2038-2053 | |
| 34 | Ethan Morehead# | .3430 | 2054-2061 | |
| 35 | Alejandro Bautista | .3421 | 2015-2030 | |
| 36 | David Barnes | .3407 | 2042-2053 | |
| 37 | Elijah Brown | .3401 | 2033-2041 | |
| 37 | César Silva | .3401 | 2017-2023 | |
| 39 | Michael Bryant# | .3396 | 2043-2061 | |
| 40 | Julio Saenz | .3379 | 2046-2054 | |
| 41 | Shannon Chase | .3361 | 2013-2023 | |
| 42 | Frank Moreno# | .3357 | 2049-2061 | |
| 43 | Juan López | .3356 | 2025-2038 | |
| 44 | Lance Adams | .3352 | 2031-2043 | |
| 45 | Justin Mays# | .3344 | 2054-2061 | |
| 46 | Justin Nichols | .3342 | 2035-2041 | |
| 47 | Tokuhei Taniguchi | .3338 | 2027-2037 | |
| 48 | Ernesto Rios | .3336 | 2045-2060 | |
| 49 | Emeril Ferrario# | .3324 | 2055-2061 | |
| 50 | Mike Ramos | .3323 | 2033-2038 | |
| 51 | Bobby Banuelos# | .3311 | 2054-2061 | |
| 52 | Reynaldo Aguilera | .3303 | 2025-2037 | |
| 53 | Adam Hounsell | .3301 | 2027-2038 | |
| 54 | Jordan Vargas | .3284 | 2036-2047 | |
| 55 | Angelo Garcia# | .3251 | 2053-2061 | |
| 56 | Daniel Staub Jr. | .3237 | 2045-2059 | |
| 57 | Ed Greer | .3235 | 2022-2029 | |
| 58 | Kevin Howard | .3227 | 2035-2043 | |
| 59 | José Escobar | .3223 | 2014-2022 | |
| 60 | Andrew Watson# | .3214 | 2048-2060 | |
| 61 | Kelvin Hawes# | .3212 | 2050-2061 | |
| 62 | Graeme Gallagher | .3207 | 2044-2057 | |
| 63 | Manuel Vargas | .3188 | 2042-2052 | |
| 64 | Cody Hoben# | .3187 | 2052-2061 | |
| 64 | Zion Smith | .3187 | 2046-2058 | |
| 66 | Don Buller | .3154 | 2029-2036 | |
| 67 | Carlos Martinez | .3143 | 2042-2048 | |
| 68 | Kol-in-sen Koo | .3138 | 2037-2046 | |
| 69 | Aaron Moxley# | .3130 | 2050-2060 | |
| 70 | Andrew Bruett# | .3065 | 2056-2061 | |
| 71 | Robby Peppers# | .3055 | 2053-2060 | |
| 72 | Bryan Wilson | .3031 | 2037-2042 | |
| 73 | Ruberto Sucena | .2991 | 2027-2039 | |
| 74 | Kenny Lofton Jr. | .2988 | 2045-2055 | |
| 75 | Hidemichi Fukuda | .2881 | 2044-2051 | |
| 76 | Jordan Garza | .2789 | 2048-2057 |
