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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | OBP | YEAR | Open Career Leaderboard |
|---|---|---|---|---|
| 1 | Ed Stewart | .6063 | 1923 | |
| 2 | Ed Stewart | .5850 | 1924 | |
| 3 | Todd Miller | .5671 | 1923 | |
| 4 | Quincy Brown | .5410 | 1930 | |
| 5 | Dan Barnett | .5321 | 1944 | |
| 6 | Pedro Bernal | .5108 | 1944 | |
| 7 | Christopher Wilson | .5022 | 1944 | |
| 8 | Pepe Fuentes* | .5000 | 1920 | |
| 9 | Aurelio García | .4952 | 1937 | |
| 10 | Dan Barnett | .4878 | 1943 | |
| 11 | Quincy Brown | .4868 | 1931 | |
| 12 | Christopher Wilson | .4867 | 1946 | |
| 13 | William Hill | .4863 | 1943 | |
| 14 | Juan Pagán | .4857 | 1935 | |
| 15 | Danny Warren | .4794 | 1932 | |
| 16 | Clint Dunbar | .4774 | 1939 | |
| 17 | Howard Hoskins | .4760 | 1934 | |
| 18 | Ricardo Ferreira | .4758 | 1939 | |
| 19 | Pedro Bernal | .4747 | 1945 | |
| 20 | Blair Owens | .4733 | 1942 | |
| 21 | Dan Barnett | .4727 | 1945 | |
| 22 | Aurelio Garza | .4716 | 1930 | |
| 23 | José Bustamante | .4711 | 1938 | |
| 24 | Henry Davis | .4710 | 1930 | |
| 25 | Mike Davis | .4703 | 1911 | |
| 26 | Ricardo Ferreira | .4689 | 1936 | |
| 27 | Octávio Morales | .4684 | 1941 | |
| 28 | Christopher Wilson | .4681 | 1945 | |
| 29 | José Hernández | .4667 | 1931 | |
| 30 | Jim Green | .4664 | 1924 | |
| 31 | Chris Carey | .4657 | 1947 | |
| 32 | Júlio Pacheco | .4639 | 1926 | |
| 33 | Dennis O'Toole | .4630 | 1946 | |
| 34 | Carlos Hickling# | .4619 | 1975 | |
| 34 | Pedro Martínez | .4619 | 1920 | |
| 36 | Miguel Gonzáles | .4615 | 1937 | |
| 37 | Chandler Dean | .4601 | 1932 | |
| 38 | Juan Pagán | .4598 | 1938 | |
| 39 | Mike Nelson | .4577 | 1936 | |
| 40 | Howard Hoskins | .4574 | 1935 | |
| 41 | José Bustamante | .4559 | 1937 | |
| 42 | Lance Kaiser | .4551 | 1941 | |
| 43 | Leăo Melcias | .4545 | 1928 | |
| 43 | Bill Delaney | .4545 | 1937 | |
| 45 | Dennis O'Toole | .4541 | 1945 | |
| 46 | Howard Hoskins | .4538 | 1933 | |
| 47 | Rob Reed | .4537 | 1936 | |
| 48 | Diego Rodríguez | .4528 | 1938 | |
| 49 | Pedro Martínez | .4526 | 1922 | |
| 50 | Jorge Morán | .4524 | 1940 | |
| 51 | Rob Reed | .4522 | 1935 | |
| 52 | Joe McGrath | .4521 | 1943 | |
| 53 | Eliseu Alisto | .4516 | 1925 | |
| 54 | Leăo Melcias | .4515 | 1930 | |
| 55 | Todd Campbell | .4509 | 1936 | |
| 56 | Aubrey Taylor | .4505 | 1943 | |
| 57 | Juan Ibáńez | .4495 | 1927 | |
| 58 | Jorge Durán | .4468 | 1911 | |
| 59 | Jeffrey Banks | .4466 | 1940 | |
| 60 | Gil Gustafson | .4462 | 1929 | |
| 61 | Luis Manuel Cogumbreiro | .4444 | 1918 | |
| 61 | Larry Helton | .4444 | 1926 | |
| 63 | Kevin Fisher | .4432 | 1929 | |
| 64 | Chandler Dean | .4421 | 1931 | |
| 65 | José Peńa | .4419 | 1925 | |
| 66 | José Hernández | .4413 | 1932 | |
| 67 | Joe McGrath | .4411 | 1944 | |
| 68 | Carlos Garza | .4408 | 1922 | |
| 69 | Lowell Hardy | .4387 | 1940 | |
| 70 | Chris Carey | .4381 | 1945 | |
| 70 | Culley Winston | .4381 | 1935 | |
| 72 | Cliff Greenwood | .4379 | 1917 | |
| 73 | Lowell Hardy | .4377 | 1941 | |
| 74 | Kevin Fisher | .4372 | 1928 | |
| 75 | Kenny Coleman | .4370 | 1924 | |
| 76 | Clark Harrison | .4341 | 1947 | |
| 77 | Ricardo Ferreira | .4337 | 1938 | |
| 78 | José Villarroel | .4332 | 1917 | |
| 79 | Juan Pagán | .4331 | 1936 | |
| 80 | Carlos Hickling# | .4328 | 1977 | |
| 81 | Arnold Rangel | .4327 | 1926 | |
| 82 | Cliff Greenwood | .4326 | 1918 | |
| 83 | Chris Russell | .4318 | 1934 | |
| 84 | Henry Davis | .4312 | 1928 | |
| 85 | Miguel Gonzáles | .4307 | 1940 | |
| 86 | Cristián García | .4302 | 1923 | |
| 87 | Jeffrey Thomas | .4294 | 1945 | |
| 88 | Júlio Pacheco | .4286 | 1928 | |
| 89 | Jesús Espinoza | .4278 | 1934 | |
| 90 | John Hull | .4274 | 1926 | |
| 91 | Hilton Randall | .4263 | 1937 | |
| 92 | Salvador García | .4256 | 1921 | |
| 93 | Chuck Watson | .4255 | 1963 | |
| 94 | Chuck Watson | .4251 | 1962 | |
| 95 | Carl Singletary | .4244 | 1913 | |
| 96 | Chuck Watson | .4241 | 1961 | |
| 97 | Adrian Vargas | .4239 | 1941 | |
| 98 | Júlio Pacheco | .4237 | 1925 | |
| 99 | John Hull | .4221 | 1927 | |
| 100 | Justin Thomas | .4204 | 1969 |
