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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | OBP | YEAR | Open Career Leaderboard |
|---|---|---|---|---|
| 1 | Bob Reader | .4651 | 1917 | |
| 2 | Shou-chien Xuan | .4489 | 1989 | |
| 3 | Pat Starkie | .4442 | 1965 | |
| 4 | John Wright | .4406 | 1988 | |
| 5 | Herkko Tukio# | .4303 | 1990 | |
| 6 | Pete Murphy | .4302 | 1958 | |
| 7 | Dan Snyder# | .4288 | 1988 | |
| 8 | Marcos López# | .4276 | 1984 | |
| 9 | Greg Simmons | .4236 | 1988 | |
| 10 | Freddie Ravinger | .4202 | 1911 | |
| 11 | Sergio Esparza | .4179 | 1929 | |
| 12 | Víctor Castillo | .4078 | 1989 | |
| 13 | Stanton Jones | .4069 | 1988 | |
| 14 | Denes Sfakianos | .4064 | 1953 | |
| 15 | Bailey Ravinger | .4040 | 1920 | |
| 15 | Ernesto Jiménez | .4040 | 1952 | |
| 17 | Pat Willis | .4024 | 1989 | |
| 18 | Ryuzaburo Honda | .4023 | 1978 | |
| 19 | George Merkley | .4021 | 1948 | |
| 20 | Augusto Ramírez | .4017 | 1976 | |
| 21 | Ramón Antonio | .4013 | 1977 | |
| 22 | Alexandre Vilain | .4008 | 1966 | |
| 23 | John Ward | .4007 | 1965 | |
| 24 | Cipriano Rivera | .4000 | 1965 | |
| 25 | Enrique Medina# | .3992 | 1987 | |
| 26 | Augusto Ramírez | .3980 | 1975 | |
| 27 | Ken Benton | .3978 | 1982 | |
| 28 | Laurent David | .3953 | 1962 | |
| 29 | Bob Reader | .3917 | 1916 | |
| 29 | Lindsay Cunningham | .3917 | 1985 | |
| 31 | Ben Axford | .3912 | 1915 | |
| 32 | Laurent David | .3902 | 1963 | |
| 33 | Driss Amaad | .3896 | 1967 | |
| 34 | Félix Hernández | .3889 | 1960 | |
| 35 | Tommy Hall | .3886 | 1964 | |
| 36 | Harold Barnard | .3883 | 1937 | |
| 37 | Roger Hodges | .3876 | 1913 | |
| 38 | Taisho Sekiguchi | .3869 | 1989 | |
| 39 | Sergio Esparza | .3862 | 1930 | |
| 40 | Lucious Black | .3843 | 1921 | |
| 41 | Brenden Ruggles | .3835 | 1964 | |
| 42 | Yugh Haida | .3832 | 1968 | |
| 43 | Ashley Doncaster | .3819 | 1936 | |
| 44 | Ryan Watson# | .3817 | 1979 | |
| 45 | Taisho Sekiguchi | .3814 | 1982 | |
| 46 | Rich McCall | .3809 | 1959 | |
| 47 | Djamel Georges | .3794 | 1912 | |
| 48 | Sam Gunn | .3778 | 1964 | |
| 49 | Ayyub bin Subhi | .3766 | 1981 | |
| 50 | Juan Disaz# | .3763 | 1986 | |
| 51 | Ángel Rodríguez | .3756 | 1942 | |
| 52 | Keagan Walters | .3738 | 1953 | |
| 53 | Laurent David | .3736 | 1959 | |
| 54 | Ad Rikxoort | .3732 | 1938 | |
| 55 | Malcolm Gijsberts | .3722 | 1928 | |
| 56 | Rio Keeble | .3718 | 1921 | |
| 57 | José González# | .3716 | 1987 | |
| 58 | Juan Disaz# | .3715 | 1984 | |
| 59 | Ben Axford | .3712 | 1917 | |
| 60 | Fionn Jowle | .3705 | 1926 | |
| 61 | Christian Fournier | .3703 | 1961 | |
| 62 | Taisho Sekiguchi | .3698 | 1983 | |
| 63 | August Prohaska | .3682 | 1985 | |
| 64 | Lou Jardin | .3680 | 1960 | |
| 65 | Harry Hepburn | .3676 | 1919 | |
| 65 | Keagan Walters | .3676 | 1954 | |
| 67 | Donnie Bates | .3675 | 1930 | |
| 68 | Driss Amaad | .3667 | 1966 | |
| 69 | Mason Carey | .3660 | 1962 | |
| 70 | Tewodros Msrah | .3656 | 1981 | |
| 71 | Jude Shinault | .3645 | 1975 | |
| 72 | Alberto Ríos | .3640 | 1959 | |
| 73 | Albert Tew | .3636 | 1964 | |
| 74 | Saghir Imad al Din | .3630 | 1965 | |
| 75 | Patrick Jones# | .3622 | 1980 | |
| 76 | Glen Sterling | .3618 | 1922 | |
| 77 | Jude Baldock | .3607 | 1970 | |
| 78 | Éric Claudel | .3606 | 1965 | |
| 79 | Alex Lacoste | .3593 | 1960 | |
| 80 | Stephen Blake | .3590 | 1921 | |
| 81 | Kirwin Trimbey | .3586 | 1957 | |
| 82 | Denes Sfakianos | .3581 | 1951 | |
| 83 | Jack Hensball | .3575 | 1921 | |
| 84 | René le Guen | .3566 | 1946 | |
| 84 | Jake Sheffield | .3566 | 1911 | |
| 86 | Pedro Perales | .3550 | 1979 | |
| 87 | Juan Lyons | .3548 | 1921 | |
| 88 | Mike Holden | .3540 | 1916 | |
| 89 | Fletcher Lambert | .3538 | 1978 | |
| 89 | Carlos Gómez | .3538 | 1960 | |
| 91 | Aron Jørgensen | .3536 | 1935 | |
| 92 | Kameel Seif al Din | .3525 | 1963 | |
| 93 | Terry Jones | .3524 | 1920 | |
| 94 | Garland Kyle | .3515 | 1939 | |
| 95 | Roger Hodges | .3510 | 1912 | |
| 96 | Yunosuke Sasaki | .3508 | 1949 | |
| 96 | Ramiro García | .3508 | 1947 | |
| 98 | John Krueger | .3501 | 1936 | |
| 99 | Ben Rankin | .3496 | 1925 | |
| 100 | Sergio Esparza | .3495 | 1928 |
