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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | OBP | YEAR | Open Season Leaderboard |
|---|---|---|---|---|
| 1 | Gene Metcalf* | .4135 | 1934-1946 | |
| 2 | Harry Osborn | .4037 | 1943-1965 | |
| 3 | Mitchell Decker* | .3915 | 1946-1955 | |
| 4 | Matt Rooney | .3892 | 1920-1934 | |
| 5 | Claud Hensley | .3886 | 1918-1930 | |
| 6 | Billy West | .3876 | 1944-1965 | |
| 7 | Alan Weston* | .3869 | 1937-1954 | |
| 8 | Don Green* | .3851 | 1946-1955 | |
| 9 | Chief Ward | .3791 | 1926-1938 | |
| 10 | Fennimore McCaffree* | .3747 | 1913-1931 | |
| 11 | Ed Watts | .3743 | 1923-1937 | |
| 12 | Lew Lydell | .3729 | 1927-1943 | |
| 13 | Tookie Blair | .3725 | 1919-1932 | |
| 14 | Roy McDonald | .3709 | 1943-1958 | |
| 15 | Emery O'Connell | .3692 | 1904-1916 | |
| 16 | Jake Mullens | .3652 | 1953-1967 | |
| 17 | Freeman Pinckney | .3626 | 1890-1903 | |
| 18 | Chris Shaver | .3623 | 1908-1919 | |
| 19 | John Atwood | .3611 | 1949-1963 | |
| 20 | Eppa Mock | .3606 | 1889-1897 | |
| 21 | Edmund Godfrey* | .3602 | 1893-1914 | |
| 22 | Rod Seals | .3587 | 1943-1962 | |
| 23 | Pepper Wirtz | .3580 | 1933-1947 | |
| 24 | Mark Rosenberg# | .3575 | 1953-1968 | |
| 25 | Woody Winthrop | .3573 | 1916-1931 | |
| 26 | Maurice Rivers | .3556 | 1912-1924 | |
| 27 | Roy Caputo | .3552 | 1939-1956 | |
| 28 | Douglas Salmon | .3549 | 1883-1895 | |
| 29 | Allan Houston# | .3539 | 1949-1968 | |
| 30 | Joseph Madison | .3534 | 1895-1911 | |
| 31 | George Moir | .3532 | 1939-1948 | |
| 32 | Jim Carpenter | .3530 | 1928-1942 | |
| 33 | Alec Gleason | .3529 | 1920-1933 | |
| 34 | Pete Jones | .3518 | 1943-1964 | |
| 35 | Bloop Best | .3501 | 1908-1919 | |
| 36 | Joseph Pease | .3493 | 1926-1938 | |
| 37 | George Mack | .3482 | 1926-1938 | |
| 38 | Mel Harrison | .3480 | 1926-1938 | |
| 39 | Ernest Cornwell | .3477 | 1887-1901 | |
| 40 | Dooley Hearn | .3473 | 1884-1902 | |
| 40 | Erastus Littlefield | .3473 | 1893-1904 | |
| 42 | Clay Stack | .3470 | 1888-1896 | |
| 43 | Ed Potthast | .3462 | 1936-1954 | |
| 44 | Ben Fite | .3451 | 1925-1939 | |
| 45 | Bill Smith | .3443 | 1882-1891 | |
| 46 | Johnny Williams | .3436 | 1937-1954 | |
| 46 | Christian Haukins | .3436 | 1890-1903 | |
| 48 | Willie Bullock | .3433 | 1931-1946 | |
| 49 | Kary Wilkin | .3426 | 1918-1928 | |
| 50 | Ebenezer Holbrook | .3424 | 1913-1922 | |
| 51 | Irish Malloy | .3413 | 1884-1892 | |
| 52 | Steve Henderson | .3410 | 1947-1959 | |
| 53 | German Maney | .3405 | 1894-1907 | |
| 54 | Boyle Craven | .3404 | 1896-1908 | |
| 55 | Nolan Lewis | .3390 | 1946-1960 | |
| 56 | Victor Rojas | .3388 | 1951-1964 | |
| 57 | Randy Paterson# | .3387 | 1954-1968 | |
| 58 | Orlander McFarlane | .3385 | 1908-1917 | |
| 59 | Buck Bullock | .3384 | 1927-1947 | |
| 60 | Wellington Paradise | .3379 | 1906-1916 | |
| 61 | Tom Riley | .3368 | 1933-1945 | |
| 62 | Lew Biddle | .3361 | 1915-1925 | |
| 63 | John Brown | .3359 | 1882-1892 | |
| 64 | Joe Rafferty# | .3351 | 1954-1968 | |
| 65 | Fred Nealy | .3332 | 1926-1936 | |
| 66 | Virgil Greene | .3328 | 1893-1908 | |
| 67 | Jeremiah Giddings | .3327 | 1883-1896 | |
| 68 | Victor McCauly | .3324 | 1909-1919 | |
| 69 | Bob Kappen# | .3320 | 1951-1967 | |
| 70 | Adolph George | .3319 | 1908-1922 | |
| 71 | Morrie Bernard | .3317 | 1880-1894 | |
| 72 | Tim Riley | .3305 | 1950-1966 | |
| 73 | Frenchy Hagan | .3302 | 1894-1904 | |
| 74 | Ernst Fox | .3299 | 1938-1949 | |
| 75 | Elbert Ratliff | .3297 | 1904-1914 | |
| 76 | Ervin Terry | .3291 | 1912-1923 | |
| 77 | Sal Davis | .3287 | 1933-1948 | |
| 78 | Marty Reynolds | .3282 | 1947-1964 | |
| 79 | Derrell Toles# | .3281 | 1955-1967 | |
| 80 | Lloyd Power | .3274 | 1884-1897 | |
| 81 | Mathew Hardy | .3258 | 1916-1925 | |
| 82 | Lew Myers | .3251 | 1926-1943 | |
| 83 | Monroe Winkler | .3246 | 1907-1920 | |
| 84 | Jason Dooley | .3237 | 1949-1964 | |
| 85 | Bob Saari# | .3228 | 1954-1968 | |
| 86 | Bobby Gonzalez | .3224 | 1952-1966 | |
| 87 | Mike Reynolds# | .3219 | 1954-1968 | |
| 88 | Larry Moses# | .3185 | 1959-1968 | |
| 89 | Jerry Price | .3181 | 1948-1963 | |
| 90 | Jonas Worrell | .3162 | 1895-1910 | |
| 91 | Jim Schaefer | .3157 | 1948-1966 | |
| 92 | Frank Stevens | .3138 | 1876-1886 | |
| 93 | Monroe Ruff | .3112 | 1903-1913 | |
| 94 | Ray Tomaszewski | .3108 | 1944-1956 | |
| 95 | Reid Wysocki | .3105 | 1948-1963 | |
| 96 | Russell Mustard | .3098 | 1914-1926 | |
| 97 | Leroy Engle | .3085 | 1905-1916 | |
| 98 | Joe Moore | .3084 | 1882-1892 | |
| 99 | Verne Mackensie | .3081 | 1876-1893 | |
| 100 | Dave Gorsline# | .3076 | 1955-1968 |
