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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | OBP | YEAR | Open Career Leaderboard |
|---|---|---|---|---|
| 1 | Miguel Mojica | .5030 | 1948 | |
| 2 | Esteban Lemaire | .5027 | 1943 | |
| 3 | John Andrés# | .4982 | 1985 | |
| 4 | Edward Ayers | .4833 | 1947 | |
| 5 | Brian Grant | .4753 | 1979 | |
| 6 | Jesse McMillan | .4717 | 1915 | |
| 7 | Jorge Bermúdez# | .4637 | 1989 | |
| 8 | Dave Black | .4636 | 1928 | |
| 9 | Stephano Ceriani | .4502 | 1980 | |
| 10 | Gray Aarsen | .4440 | 1931 | |
| 11 | Ramiro Arellano | .4437 | 1965 | |
| 12 | Ju-hyung Ku | .4400 | 1942 | |
| 13 | Nick Merritt | .4366 | 1936 | |
| 14 | Ricardo Fuentes | .4365 | 1946 | |
| 15 | Myung-hwan Kim# | .4362 | 1987 | |
| 16 | Jody MacCrain | .4348 | 1917 | |
| 17 | Kian Rosbotham# | .4324 | 1976 | |
| 18 | Edgardo Souza# | .4307 | 1985 | |
| 19 | Kevin Brown# | .4281 | 1984 | |
| 20 | Ignacio Ruíz | .4280 | 1966 | |
| 21 | José Gómez | .4246 | 1938 | |
| 22 | Thierry Robert# | .4214 | 1978 | |
| 23 | Ramón Ibarra | .4207 | 1939 | |
| 23 | Elmer Jones | .4207 | 1941 | |
| 25 | Anthony Nelson | .4202 | 1977 | |
| 26 | Dave Fleming | .4199 | 1914 | |
| 27 | Atsushi Sakaguchi | .4169 | 1921 | |
| 28 | Joseph Brandt | .4167 | 1933 | |
| 28 | José Santana | .4167 | 1944 | |
| 30 | Joe Sanders | .4164 | 1953 | |
| 31 | Ben Frazier# | .4156 | 1986 | |
| 32 | Motoshige Suzuki# | .4149 | 1988 | |
| 33 | José Gómez | .4137 | 1937 | |
| 34 | Floyd Roberts | .4113 | 1940 | |
| 35 | Ewan Tolwith | .4111 | 1981 | |
| 36 | Joe Mims | .4086 | 1946 | |
| 37 | Gustavo Rocha | .4082 | 1979 | |
| 38 | Jesús Romero | .4078 | 1929 | |
| 39 | Bob Hawkins | .4048 | 1933 | |
| 40 | Hayward Rose | .4047 | 1922 | |
| 41 | Francisco Ramos | .4043 | 1931 | |
| 41 | Ricardo Fuentes | .4043 | 1945 | |
| 43 | Wayne Markle | .4017 | 1948 | |
| 44 | Marcos Rivera | .4013 | 1977 | |
| 45 | Cullen Boswell | .3994 | 1922 | |
| 46 | John Andrés# | .3993 | 1983 | |
| 47 | Marcos Rivera | .3976 | 1979 | |
| 48 | Joe Mims | .3974 | 1947 | |
| 49 | Roberto Macías | .3969 | 1936 | |
| 50 | Trevor Ruffin | .3968 | 1969 | |
| 50 | Josh Blanchard | .3968 | 1981 | |
| 52 | Rich Ackerman | .3962 | 1957 | |
| 53 | Chris Lynn | .3954 | 1947 | |
| 54 | Randy de Lange | .3945 | 1982 | |
| 55 | César García# | .3944 | 1975 | |
| 56 | Dane Robertson | .3930 | 1936 | |
| 57 | John Shoemaker | .3929 | 1932 | |
| 58 | Marcos Rivera | .3927 | 1978 | |
| 59 | Norman Miller | .3925 | 1930 | |
| 60 | Félix Castillo | .3924 | 1954 | |
| 60 | Ronald Walter | .3924 | 1957 | |
| 62 | Will Fullerton | .3913 | 1923 | |
| 62 | Corradeo Murialdo# | .3913 | 1979 | |
| 64 | António Medellín | .3903 | 1947 | |
| 65 | Armando Cabrera | .3876 | 1980 | |
| 66 | Adler Artz | .3870 | 1934 | |
| 67 | Pedro Sánchez | .3869 | 1941 | |
| 68 | Lowell Olson | .3867 | 1922 | |
| 69 | Jesús Sevares | .3866 | 1923 | |
| 70 | Dennis Page# | .3864 | 1989 | |
| 71 | Clément Rodriguez | .3858 | 1919 | |
| 72 | Bobby Thomas# | .3855 | 1980 | |
| 73 | Orlando Gámez | .3846 | 1955 | |
| 73 | Dave Fleming | .3846 | 1913 | |
| 75 | José Flores | .3834 | 1942 | |
| 76 | Cullen Boswell | .3832 | 1921 | |
| 77 | Danny Taylor | .3820 | 1930 | |
| 78 | Fernando Soto | .3815 | 1923 | |
| 79 | Howard Lawrence | .3812 | 1943 | |
| 80 | Joe Sims | .3805 | 1925 | |
| 81 | Nick Merritt | .3804 | 1937 | |
| 82 | Armando Reyes | .3798 | 1913 | |
| 83 | Edgar Sánchez | .3793 | 1928 | |
| 84 | Merrill Smith | .3786 | 1974 | |
| 85 | Jacques Rousseaux | .3785 | 1929 | |
| 86 | Ignacio Martínez | .3784 | 1925 | |
| 87 | Fernando Soto | .3783 | 1982 | |
| 88 | Russell Simmons | .3774 | 1924 | |
| 89 | António Gómez# | .3770 | 1981 | |
| 90 | Gonzalo García | .3761 | 1943 | |
| 91 | José Andrade | .3754 | 1949 | |
| 92 | Craig Brady | .3735 | 1927 | |
| 93 | Xiao-shuang Wang | .3732 | 1971 | |
| 94 | Rhys Stock | .3730 | 1921 | |
| 95 | Desmond Logan Jr. | .3719 | 1955 | |
| 96 | R.J. Payne | .3716 | 1983 | |
| 97 | Gabriel Mendoza | .3711 | 1937 | |
| 98 | António Pérez | .3705 | 1980 | |
| 99 | Rick Cook | .3704 | 1959 | |
| 100 | Elliott Bacon | .3701 | 1917 |
