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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | OBP | YEAR | Open Career Leaderboard |
|---|---|---|---|---|
| 1 | Junzo Nakamura | .4825 | 1968 | |
| 2 | Melvin Herrera# | .4633 | 1987 | |
| 3 | Wayne Pérez | .4525 | 1989 | |
| 4 | Rick Steward | .4494 | 1956 | |
| 5 | Francis Davis | .4447 | 1915 | |
| 6 | Charles Ball# | .4372 | 1981 | |
| 7 | Santiago Azcarreta# | .4332 | 1982 | |
| 8 | Paul Cox | .4288 | 1975 | |
| 9 | Emílio Ramírez | .4283 | 1916 | |
| 10 | Patrick Redon | .4278 | 1940 | |
| 11 | Juan Ortíz | .4276 | 1950 | |
| 12 | Michael Thompson | .4269 | 1982 | |
| 12 | Raúl González | .4269 | 1922 | |
| 14 | Jerry Thompson | .4246 | 1915 | |
| 15 | Charles Ball# | .4225 | 1983 | |
| 16 | Mike Dempsey | .4206 | 1930 | |
| 17 | Pedro Cabrera | .4202 | 1946 | |
| 18 | Tim Cunningham | .4190 | 1957 | |
| 19 | Eduardo Molina | .4185 | 1955 | |
| 20 | Pat Lowery | .4177 | 1964 | |
| 21 | Paul Wilson | .4158 | 1952 | |
| 22 | Artie Hess | .4145 | 1980 | |
| 23 | Jason Brown | .4141 | 1967 | |
| 24 | Tade Noussen | .4132 | 1964 | |
| 25 | Javier Maldonado | .4128 | 1984 | |
| 26 | Mike Bush | .4124 | 1964 | |
| 27 | Mike Walsh | .4114 | 1954 | |
| 27 | Willie Harbin | .4114 | 1916 | |
| 29 | Ralph George | .4112 | 1962 | |
| 30 | Jim Michel | .4106 | 1965 | |
| 31 | Phil Lucas# | .4091 | 1984 | |
| 32 | Dustin Robinson | .4078 | 1986 | |
| 33 | Dale Richards | .4065 | 1956 | |
| 34 | Denis Dubois | .4056 | 1949 | |
| 35 | Whit Hudson# | .4051 | 1990 | |
| 36 | Roberto Bórquez | .4033 | 1958 | |
| 37 | Alex Hammond | .4019 | 1918 | |
| 38 | Salif Msamaki | .4000 | 1975 | |
| 39 | Brant Funk | .3984 | 1967 | |
| 40 | Santiago Azcarreta# | .3955 | 1983 | |
| 41 | José Hernández | .3953 | 1938 | |
| 42 | Ricardo Tevada | .3950 | 1950 | |
| 43 | Jerry Thompson | .3949 | 1914 | |
| 44 | Quim Bogalha | .3937 | 1965 | |
| 45 | Jun-hyuk Kim | .3932 | 1955 | |
| 46 | Walt Pearson | .3926 | 1916 | |
| 47 | Cory Martin | .3913 | 1969 | |
| 48 | George Wagner | .3906 | 1960 | |
| 49 | Pablo Ramos | .3905 | 1953 | |
| 50 | Pat Lowery | .3901 | 1963 | |
| 51 | Aubrey Anderson | .3900 | 1935 | |
| 52 | Salvador Cuellar | .3882 | 1961 | |
| 52 | José González | .3882 | 1964 | |
| 54 | John Cunningham | .3868 | 1982 | |
| 55 | Brenden Povey# | .3867 | 1985 | |
| 56 | Pat Lowery | .3865 | 1966 | |
| 57 | Chiang-hui Law | .3861 | 1954 | |
| 58 | Cory Caldicott | .3854 | 1966 | |
| 59 | Denver Hahn | .3846 | 1952 | |
| 59 | Albert Kelley | .3846 | 1947 | |
| 59 | Barry Hoffman | .3846 | 1947 | |
| 62 | Louwe Schoe | .3839 | 1938 | |
| 63 | Bradley Witheycombe | .3832 | 1921 | |
| 64 | Juan Vázquez# | .3825 | 1990 | |
| 65 | António Maspons# | .3816 | 1984 | |
| 66 | Harris Monroe# | .3813 | 1987 | |
| 67 | Vincent Denton# | .3805 | 1988 | |
| 68 | Pat Lowery | .3798 | 1965 | |
| 69 | Anthony Ramos | .3790 | 1959 | |
| 70 | Ron Martínez | .3781 | 1939 | |
| 71 | Doug Thompson | .3777 | 1961 | |
| 72 | Amador Golaio | .3776 | 1956 | |
| 73 | Richard Holman | .3771 | 1944 | |
| 74 | Keith Johnson | .3770 | 1981 | |
| 75 | Geoff Polk# | .3763 | 1984 | |
| 76 | Jorge Guzmán | .3756 | 1976 | |
| 77 | Chris O'Hooey | .3753 | 1914 | |
| 78 | Bob Thurman | .3727 | 1928 | |
| 79 | Steve Mooney | .3723 | 1971 | |
| 80 | Wilbert Whitaker | .3722 | 1936 | |
| 81 | Jason Kisner | .3720 | 1941 | |
| 82 | John Morton# | .3717 | 1990 | |
| 83 | Lian-wei Cheung | .3713 | 1984 | |
| 84 | Lance de Blois | .3708 | 1952 | |
| 85 | Dan Rogers | .3707 | 1922 | |
| 86 | Clem Walsh | .3706 | 1925 | |
| 87 | Curtis Womack | .3704 | 1984 | |
| 88 | Luis Sotelo | .3703 | 1916 | |
| 89 | Nick English Jr. | .3696 | 1985 | |
| 90 | Clay Allison | .3695 | 1975 | |
| 91 | Bob Thurman | .3694 | 1927 | |
| 92 | Harris Monroe# | .3692 | 1988 | |
| 92 | Don Hebert | .3692 | 1952 | |
| 94 | Ian Angwin | .3691 | 1959 | |
| 94 | Kazuma Iwata | .3691 | 1939 | |
| 96 | Juan Vázquez# | .3686 | 1987 | |
| 96 | Brenden Povey# | .3686 | 1984 | |
| 98 | Juan Vázquez# | .3668 | 1988 | |
| 99 | Jeff Clark | .3660 | 1930 | |
| 100 | In-sik Yi# | .3659 | 1984 |
