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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | OBP | YEAR | Open Season Leaderboard |
|---|---|---|---|---|
| 1 | Witness York | .4214 | 1948-1967 | |
| 2 | John Oberg | .3923 | 1936-1945 | |
| 3 | Lincoln Stokes | .3864 | 1886-1904 | |
| 4 | Maurice Brown | .3860 | 1931-1942 | |
| 5 | Agapito Bacigamupo | .3843 | 1913-1926 | |
| 6 | Grammercy Locke# | .3792 | 1954-1968 | |
| 7 | Nelson Spencer | .3781 | 1930-1940 | |
| 8 | Buddy Cummings | .3773 | 1930-1942 | |
| 9 | Del Ayres | .3762 | 1932-1947 | |
| 10 | Ed Stephens | .3755 | 1929-1947 | |
| 11 | Rodney Holt# | .3751 | 1948-1968 | |
| 12 | Tom Rose | .3737 | 1924-1936 | |
| 13 | Dizzy Marion | .3730 | 1905-1919 | |
| 14 | Joe Gallagher* | .3724 | 1924-1938 | |
| 15 | Whitey Jackson | .3720 | 1935-1951 | |
| 15 | Tom Gideon | .3720 | 1935-1951 | |
| 17 | Madison Flint | .3711 | 1922-1938 | |
| 18 | Dennis Black# | .3695 | 1948-1967 | |
| 19 | Raymond Isaac | .3683 | 1915-1927 | |
| 20 | Herman Epstein | .3664 | 1887-1898 | |
| 21 | John Martin# | .3627 | 1960-1968 | |
| 22 | Adolf Weber | .3624 | 1915-1933 | |
| 23 | Jonathan Carter | .3618 | 1894-1901 | |
| 24 | Archibald Godwin | .3617 | 1884-1899 | |
| 25 | Hal Monroe | .3608 | 1946-1958 | |
| 25 | Ace Rogers | .3608 | 1925-1937 | |
| 27 | Dutch Eagle* | .3599 | 1896-1910 | |
| 28 | Mortimer Gardner* | .3597 | 1887-1906 | |
| 29 | Laurence Tucker | .3596 | 1888-1902 | |
| 30 | Tookie Summers | .3586 | 1884-1895 | |
| 31 | Larry Gouge | .3584 | 1944-1955 | |
| 32 | Javier Jaramillo | .3580 | 1948-1962 | |
| 33 | John Davis | .3579 | 1930-1938 | |
| 34 | Wiley Woodcock* | .3566 | 1913-1928 | |
| 35 | Albert Poling | .3552 | 1895-1902 | |
| 36 | Togie Alford | .3542 | 1913-1924 | |
| 37 | Bloop Shafer | .3540 | 1896-1902 | |
| 38 | Hans Miles | .3526 | 1886-1899 | |
| 39 | Fred Higgins | .3523 | 1930-1948 | |
| 39 | Crow Bass | .3523 | 1886-1895 | |
| 41 | Jim Powderly | .3513 | 1944-1953 | |
| 42 | Keith Owens# | .3511 | 1951-1968 | |
| 43 | George Rowland | .3487 | 1945-1955 | |
| 44 | Jessie Royster | .3471 | 1924-1939 | |
| 45 | Augustus Bagley* | .3465 | 1894-1912 | |
| 46 | Anderson Chance | .3435 | 1895-1909 | |
| 47 | Bill Coffman | .3427 | 1939-1949 | |
| 48 | Rusty Long | .3423 | 1951-1966 | |
| 49 | Judge Schwartz | .3397 | 1913-1921 | |
| 50 | Ed Spencer | .3379 | 1932-1947 | |
| 51 | Miles Langston | .3362 | 1911-1926 | |
| 52 | Herman Coyle | .3361 | 1888-1902 | |
| 53 | Jeff Madsen# | .3352 | 1959-1968 | |
| 54 | John Woodward | .3351 | 1944-1955 | |
| 55 | George Smith | .3339 | 1948-1967 | |
| 56 | Bimm Sawyers | .3328 | 1889-1896 | |
| 57 | Harlin Hansom | .3326 | 1921-1929 | |
| 58 | Jefferson Salmon | .3324 | 1949-1963 | |
| 59 | Paul Rind# | .3323 | 1952-1967 | |
| 60 | Hershell Smith | .3319 | 1951-1966 | |
| 61 | Curt Holland | .3316 | 1948-1959 | |
| 62 | Guy Murphy | .3315 | 1927-1946 | |
| 63 | Wilber Coon | .3312 | 1912-1925 | |
| 64 | Tom Wade# | .3306 | 1954-1968 | |
| 65 | Edwin Baily | .3295 | 1901-1913 | |
| 66 | Orrin Potts | .3289 | 1899-1911 | |
| 67 | Augustus Jordon | .3286 | 1911-1925 | |
| 68 | Holden Chase | .3284 | 1950-1964 | |
| 69 | Antony Pruitt | .3280 | 1923-1936 | |
| 70 | Greg Taylor# | .3270 | 1957-1967 | |
| 71 | Glenn Hibbler# | .3266 | 1953-1968 | |
| 72 | Pete Farmer | .3265 | 1885-1897 | |
| 73 | Milt Daniel | .3253 | 1948-1964 | |
| 73 | Ike Haywood | .3253 | 1905-1916 | |
| 75 | Harry Ivey | .3252 | 1942-1954 | |
| 76 | Swanee Baley | .3250 | 1916-1927 | |
| 77 | Simon Hand | .3249 | 1899-1910 | |
| 78 | Horace Tompkins | .3240 | 1903-1915 | |
| 79 | Larry Tipton# | .3234 | 1954-1968 | |
| 80 | Tommy Snuggs | .3194 | 1935-1947 | |
| 81 | Willie O'Leary | .3190 | 1927-1943 | |
| 82 | Dave Clinton | .3180 | 1951-1966 | |
| 83 | Lee Underwood | .3174 | 1945-1951 | |
| 84 | Dozier Collens | .3162 | 1919-1926 | |
| 85 | Henry Elliott | .3141 | 1882-1892 | |
| 85 | Larry Drake | .3141 | 1944-1956 | |
| 87 | Tom Rodeheaver | .3140 | 1952-1962 | |
| 88 | Connie Lytle | .3120 | 1900-1913 | |
| 89 | Lou Middleton# | .3115 | 1958-1968 | |
| 90 | Michal Crooks | .3103 | 1903-1912 | |
| 91 | Rich Rivers | .3090 | 1954-1966 | |
| 92 | Johan Bixby | .3087 | 1913-1923 | |
| 92 | Coot Tanner | .3087 | 1898-1909 | |
| 92 | Frank Silver | .3087 | 1950-1960 | |
| 95 | Carl Woodard | .3086 | 1883-1891 | |
| 96 | Roscoe Cone | .3074 | 1909-1917 | |
| 97 | Jerry Hunter# | .3060 | 1955-1968 | |
| 98 | Charlie Hall | .3041 | 1879-1890 | |
| 99 | Wally Beaver# | .3015 | 1954-1968 | |
| 100 | Phil Taraska# | .3005 | 1958-1968 |
