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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | OBP | YEAR | Open Career Leaderboard |
|---|---|---|---|---|
| 1 | Earl Averill# | .4723 | 1928 | |
| 2 | Cool Papa Bell# | .4680 | 1928 | |
| 3 | Oscar Charleston# | .4635 | 1922 | |
| 4 | Cool Papa Bell# | .4520 | 1926 | |
| 5 | Oscar Charleston# | .4487 | 1921 | |
| 6 | Cool Papa Bell# | .4397 | 1924 | |
| 7 | Earl Averill# | .4373 | 1927 | |
| 7 | Cristobal Torriente | .4373 | 1921 | |
| 9 | Joe DiMaggio# | .4338 | 1937 | |
| 10 | Earl Averill# | .4262 | 1926 | |
| 11 | Cristobal Torriente | .4255 | 1930 | |
| 12 | Joe DiMaggio# | .4212 | 1935 | |
| 13 | Oscar Charleston# | .4193 | 1924 | |
| 14 | Oscar Charleston# | .4185 | 1927 | |
| 15 | Earl Averill# | .4171 | 1932 | |
| 16 | Oscar Charleston# | .4143 | 1925 | |
| 17 | Joe DiMaggio# | .4131 | 1939 | |
| 18 | Cool Papa Bell# | .4118 | 1929 | |
| 19 | Oscar Charleston# | .4101 | 1929 | |
| 20 | Joe DiMaggio# | .4087 | 1940 | |
| 21 | Cristobal Torriente | .4081 | 1925 | |
| 22 | Cristobal Torriente | .4061 | 1924 | |
| 23 | Cool Papa Bell# | .4057 | 1927 | |
| 24 | Turkey Stearnes# | .4049 | 1923 | |
| 25 | Cleo Carlyle | .4041 | 1935 | |
| 26 | Oscar Charleston# | .4034 | 1923 | |
| 27 | Oscar Charleston# | .4033 | 1930 | |
| 28 | Oscar Charleston# | .4032 | 1926 | |
| 29 | Joe DiMaggio# | .4003 | 1938 | |
| 30 | Joe DiMaggio# | .3959 | 1936 | |
| 31 | Turkey Stearnes# | .3932 | 1924 | |
| 32 | Earl Averill# | .3894 | 1937 | |
| 33 | Art Ruble | .3886 | 1934 | |
| 34 | Earl Averill# | .3878 | 1936 | |
| 35 | Cleo Carlyle | .3857 | 1936 | |
| 36 | Cool Papa Bell# | .3844 | 1923 | |
| 37 | Turkey Stearnes# | .3820 | 1922 | |
| 38 | George Shively | .3818 | 1921 | |
| 39 | Cool Papa Bell# | .3812 | 1930 | |
| 40 | Cristobal Torriente | .3810 | 1929 | |
| 41 | Cool Papa Bell# | .3807 | 1935 | |
| 42 | Cool Papa Bell# | .3786 | 1933 | |
| 43 | Jigger Statz# | .3761 | 1933 | |
| 44 | Pid Purdy | .3754 | 1927 | |
| 44 | Cristobal Torriente | .3754 | 1931 | |
| 46 | Monte Irvin# | .3733 | 1940 | |
| 47 | Mel Almada# | .3732 | 1933 | |
| 48 | Frenchy Uhalt# | .3725 | 1936 | |
| 49 | Jigger Statz# | .3720 | 1937 | |
| 50 | Frenchy Uhalt# | .3709 | 1931 | |
| 51 | Jigger Statz# | .3696 | 1932 | |
| 52 | Joe DiMaggio# | .3690 | 1934 | |
| 53 | Cool Papa Bell# | .3675 | 1936 | |
| 54 | Johnny Frederick# | .3653 | 1937 | |
| 55 | Oscar Charleston# | .3651 | 1931 | |
| 56 | Cool Papa Bell# | .3639 | 1937 | |
| 57 | Jigger Statz# | .3638 | 1929 | |
| 57 | Jigger Statz# | .3638 | 1921 | |
| 59 | Cool Papa Bell# | .3611 | 1931 | |
| 60 | Joe DiMaggio# | .3603 | 1933 | |
| 61 | Wally Berger# | .3593 | 1939 | |
| 62 | Jigger Statz# | .3581 | 1936 | |
| 63 | Cool Papa Bell# | .3569 | 1934 | |
| 64 | Jigger Statz# | .3567 | 1926 | |
| 65 | Fred Berger# | .3566 | 1932 | |
| 66 | Oscar Charleston# | .3553 | 1933 | |
| 67 | Taylor Douthit | .3551 | 1931 | |
| 68 | George Shively | .3546 | 1924 | |
| 69 | Cool Papa Bell# | .3535 | 1932 | |
| 70 | Frenchy Uhalt# | .3529 | 1937 | |
| 71 | Vince DiMaggio# | .3525 | 1936 | |
| 72 | Frenchy Uhalt# | .3504 | 1933 | |
| 73 | Jigger Statz# | .3502 | 1930 | |
| 74 | Jerry Donovan | .3492 | 1929 | |
| 75 | Jigger Statz# | .3486 | 1934 | |
| 76 | Bill Lawrence# | .3480 | 1939 | |
| 77 | Lou Vezilich# | .3471 | 1940 | |
| 78 | Vince DiMaggio# | .3449 | 1938 | |
| 79 | Taylor Douthit | .3448 | 1930 | |
| 80 | Vince DiMaggio# | .3445 | 1934 | |
| 81 | Vince DiMaggio# | .3439 | 1940 | |
| 82 | Vince DiMaggio# | .3416 | 1935 | |
| 83 | Clint Thomas | .3395 | 1923 | |
| 84 | Frenchy Uhalt# | .3392 | 1932 | |
| 84 | Frenchy Uhalt# | .3392 | 1930 | |
| 86 | Vince DiMaggio# | .3390 | 1939 | |
| 87 | Mel Almada# | .3379 | 1934 | |
| 88 | Jimmie Lyons | .3371 | 1921 | |
| 89 | Myril Hoag# | .3370 | 1928 | |
| 90 | Chicken Hawks | .3364 | 1923 | |
| 91 | Clint Thomas | .3359 | 1926 | |
| 92 | Frank Zoeller | .3333 | 1926 | |
| 93 | Fred Berger# | .3327 | 1936 | |
| 94 | George Shively | .3323 | 1922 | |
| 95 | Jimmy Welsh | .3245 | 1924 | |
| 96 | Jigger Statz# | .3227 | 1927 | |
| 97 | Taylor Douthit | .3218 | 1929 | |
| 98 | Jigger Statz# | .3202 | 1931 | |
| 99 | Clint Thomas | .3195 | 1924 | |
| 100 | Frenchy Uhalt# | .3189 | 1938 |
