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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | OBP | YEAR | Open Career Leaderboard |
|---|---|---|---|---|
| 1 | A.J. King* | .4581 | 1946 | |
| 2 | Eli Thomas | .4541 | 1941 | |
| 3 | Maggie Everts | .4401 | 1955 | |
| 4 | A.J. King* | .4204 | 1947 | |
| 5 | Monroe Jamison* | .4143 | 1894 | |
| 6 | A.J. King* | .4112 | 1949 | |
| 7 | Billy Hall* | .4106 | 1949 | |
| 8 | Eli Thomas | .4099 | 1939 | |
| 9 | Billy Hall* | .4081 | 1955 | |
| 10 | Dots Woodworth | .4057 | 1887 | |
| 11 | Ed Moore | .4042 | 1926 | |
| 12 | Royce Ingram | .4041 | 1951 | |
| 13 | Maggie Everts | .4035 | 1964 | |
| 14 | Maggie Everts | .4034 | 1962 | |
| 15 | A.J. King* | .4022 | 1951 | |
| 16 | Eli Thomas | .4013 | 1940 | |
| 17 | Eli Thomas | .3993 | 1942 | |
| 18 | Pinkney Kearns | .3969 | 1889 | |
| 19 | Phil Sparks | .3961 | 1939 | |
| 20 | Jocko McGuire | .3950 | 1937 | |
| 21 | Mansfield Cantrell | .3946 | 1900 | |
| 22 | Sampson Cosgrove | .3943 | 1897 | |
| 23 | Sam Coffey | .3936 | 1946 | |
| 24 | Billy Hall* | .3929 | 1953 | |
| 25 | Milo Bradley | .3925 | 1919 | |
| 26 | Gary Cole | .3923 | 1960 | |
| 27 | Royce Ingram | .3919 | 1957 | |
| 28 | Monroe Jamison* | .3912 | 1889 | |
| 29 | Pinkney Kearns | .3905 | 1892 | |
| 30 | Maggie Everts | .3898 | 1956 | |
| 31 | Truman Kutz | .3879 | 1896 | |
| 32 | Larry Hundley | .3876 | 1943 | |
| 32 | Les Sessums | .3876 | 1924 | |
| 34 | Chris Munson | .3868 | 1885 | |
| 35 | Monroe Jamison* | .3864 | 1896 | |
| 35 | Wiley Kitchen | .3864 | 1920 | |
| 37 | Truman Kutz | .3850 | 1897 | |
| 38 | Gus McConigle | .3847 | 1896 | |
| 39 | Eli Thomas | .3846 | 1947 | |
| 40 | Eli Thomas | .3842 | 1946 | |
| 41 | Milt Bowersox | .3834 | 1927 | |
| 42 | Gary Cole | .3823 | 1956 | |
| 43 | Billy Hall* | .3819 | 1958 | |
| 44 | Billy Hall* | .3818 | 1948 | |
| 45 | Sam Coffey | .3808 | 1947 | |
| 46 | Billy Hall* | .3807 | 1950 | |
| 47 | Frankie Barton | .3796 | 1947 | |
| 48 | Emanuel Newberry | .3794 | 1891 | |
| 49 | Bob Pula | .3784 | 1926 | |
| 50 | Roy Bray | .3778 | 1894 | |
| 51 | Jocko McGuire | .3777 | 1939 | |
| 52 | Frankie Barton | .3776 | 1952 | |
| 53 | Jocko McGuire | .3775 | 1938 | |
| 54 | Mansfield Cantrell | .3773 | 1899 | |
| 55 | Walter Marshall | .3760 | 1951 | |
| 56 | Skeeter Cain | .3754 | 1897 | |
| 57 | A.J. King* | .3750 | 1950 | |
| 58 | Bob Pula | .3748 | 1923 | |
| 59 | Les Sessums | .3746 | 1923 | |
| 59 | Monroe Jamison* | .3746 | 1893 | |
| 61 | Frankie Barton | .3745 | 1948 | |
| 62 | Jocko McGuire | .3742 | 1941 | |
| 63 | Gary Harmon | .3739 | 1950 | |
| 64 | Harvey Wakeman | .3732 | 1922 | |
| 64 | Ephram Buss | .3732 | 1889 | |
| 66 | Sampson Cosgrove | .3728 | 1896 | |
| 67 | Monroe Jamison* | .3727 | 1890 | |
| 68 | Frank Malley | .3725 | 1932 | |
| 69 | Gary Cole | .3712 | 1961 | |
| 70 | Ephram Buss | .3700 | 1891 | |
| 70 | Ed Moore | .3700 | 1928 | |
| 72 | Ernie Rampart | .3698 | 1956 | |
| 72 | Royce Ingram | .3698 | 1955 | |
| 74 | Bill LaFleur | .3692 | 1956 | |
| 75 | Maggie Everts | .3691 | 1958 | |
| 76 | Wiley Kitchen | .3689 | 1923 | |
| 77 | Harvey Wakeman | .3686 | 1921 | |
| 78 | Cueball McAuliffe | .3685 | 1924 | |
| 79 | Monroe Jamison* | .3682 | 1891 | |
| 80 | Sam Coffey | .3681 | 1949 | |
| 81 | Wiley Kitchen | .3680 | 1924 | |
| 82 | Eli Thomas | .3679 | 1948 | |
| 83 | Wiley Kitchen | .3677 | 1922 | |
| 83 | Cash Bailey | .3677 | 1940 | |
| 83 | Cueball McAuliffe | .3677 | 1914 | |
| 86 | Pat Clark | .3676 | 1954 | |
| 87 | Walter Marshall | .3675 | 1953 | |
| 88 | Hector Faust | .3667 | 1892 | |
| 89 | Walter Marshall | .3666 | 1950 | |
| 90 | Cueball McAuliffe | .3665 | 1922 | |
| 91 | Pinkney Kearns | .3661 | 1894 | |
| 92 | Tiny Johnson | .3656 | 1925 | |
| 93 | Harvey Wakeman | .3654 | 1925 | |
| 94 | Truman Kutz | .3653 | 1901 | |
| 95 | Gary Harmon | .3648 | 1956 | |
| 96 | Harvey Wakeman | .3646 | 1924 | |
| 97 | Maggie Everts | .3645 | 1951 | |
| 98 | Ephraim Reilly | .3642 | 1887 | |
| 99 | Frank Bohley# | .3638 | 1966 | |
| 99 | Tom Russell | .3638 | 1930 |
