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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | PCT | YEAR | Open Season Leaderboard |
|---|---|---|---|---|
| 1 | Jayin Sita# | 1.000 | 2023-2031 | |
| 2 | Tony Rodríguez | .997 | 2014-2021 | |
| 3 | Misao Kokawa | .996 | 2020-2025 | |
| 4 | Joe Osler# | .995 | 2024-2032 | |
| 5 | Abdul-Muttalib Yunus# | .993 | 2024-2032 | |
| 6 | Chong-chun P'o | .992 | 2019-2030 | |
| 7 | Phil Decker | .991 | 2021-2027 | |
| 7 | Kumar Hament | .991 | 2023-2025 | |
| 9 | Guillermo Luna# | .990 | 2021-2032 | |
| 10 | Dan Allen | .989 | 2012-2021 | |
| 11 | Wilford Thompson | .988 | 2017-2029 | |
| 11 | Zhao-ying Gai# | .988 | 2024-2027 | |
| 11 | Mark O'Neil | .988 | 2019-2030 | |
| 11 | Yoshitoki Ichihara | .988 | 2015-2020 | |
| 15 | Tony Ward | .987 | 2020-2029 | |
| 15 | Pero Paolillo# | .987 | 2025-2031 | |
| 15 | Germán Tovar | .987 | 2017-2028 | |
| 18 | Blaine Turner | .986 | 2024-2029 | |
| 19 | Ray Larson | .985 | 2023-2027 | |
| 19 | Danny Griggs | .985 | 2019-2029 | |
| 19 | Leonard Polk | .985 | 2016-2022 | |
| 19 | Jared Johnson | .985 | 2018-2022 | |
| 23 | Denny Adams | .984 | 2016-2022 | |
| 23 | Shaun Sharp# | .984 | 2024-2033 | |
| 23 | Walter Steedman | .984 | 2024-2030 | |
| 23 | Jay Abrams | .984 | 2019-2022 | |
| 23 | Wilbert Fritz | .984 | 2017-2023 | |
| 28 | Kel Mack | .982 | 2018-2030 | |
| 28 | Bryan Battle | .982 | 2026-2030 | |
| 28 | Masatake Ishii | .982 | 2021-2028 | |
| 28 | Motoyasu Matsushita | .982 | 2021-2027 | |
| 32 | George Roberts | .981 | 2021-2024 | |
| 33 | José Morín# | .980 | 2024-2033 | |
| 33 | Nobukazu Ogura | .980 | 2021-2026 | |
| 35 | Sean Bryant | .979 | 2019-2029 | |
| 35 | Orlando Colón | .979 | 2019-2027 | |
| 35 | Jim Wood | .979 | 2021-2030 | |
| 35 | Lester Thornton | .979 | 2018-2027 | |
| 35 | Brant Lee | .979 | 2013-2020 | |
| 35 | Clinton Miller | .979 | 2021-2026 | |
| 41 | Lee Bruce | .978 | 2019-2026 | |
| 41 | Gilberto Germán | .978 | 2017-2030 | |
| 41 | Geoffrey Jellineck | .978 | 2020-2028 | |
| 44 | Wynn Rose | .977 | 2021-2027 | |
| 45 | Dominic Owens | .975 | 2018-2029 | |
| 46 | Mark Connor | .974 | 2019-2026 | |
| 46 | Anastasio Buchanan# | .974 | 2020-2033 | |
| 48 | Takahashi Takahashi# | .973 | 2030-2033 | |
| 48 | Clarence Wicklund | .973 | 2014-2025 | |
| 50 | José Gonzáles | .972 | 2015-2025 | |
| 51 | Mark Thomas | .970 | 2015-2027 | |
| 52 | Andrew Weber | .969 | 2019-2021 | |
| 52 | Wilford Greene | .969 | 2019-2025 | |
| 54 | Anthony Miller# | .968 | 2028-2033 | |
| 55 | Alvin Carter | .967 | 2019-2027 | |
| 56 | Tak-hing Wang | .958 | 2023-2028 |
