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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | EFF | YEAR | Open Season Leaderboard |
|---|---|---|---|---|
| 1 | Henry Douglas | 1.068 | 1876-1886 | |
| 2 | Wiley Woodcock* | 1.060 | 1913-1928 | |
| 3 | Larry Tipton# | 1.055 | 1954-1968 | |
| 4 | Pete Farmer | 1.054 | 1885-1897 | |
| 5 | Uriah Schmitt | 1.044 | 1883-1894 | |
| 6 | Frank Silver | 1.043 | 1950-1960 | |
| 6 | Joe Chaffee | 1.043 | 1944-1951 | |
| 6 | Clint Parks | 1.043 | 1876-1887 | |
| 9 | Thornton Gornik | 1.042 | 1940-1951 | |
| 9 | Antony Pruitt | 1.042 | 1923-1936 | |
| 11 | Charlie Hall | 1.041 | 1879-1890 | |
| 12 | Oscar Inman | 1.040 | 1879-1892 | |
| 12 | Jim Riley | 1.040 | 1943-1950 | |
| 14 | Miles Langston | 1.039 | 1911-1926 | |
| 14 | Dick Hill | 1.039 | 1880-1892 | |
| 16 | Harry Ivey | 1.037 | 1942-1954 | |
| 16 | Mortimer Gardner* | 1.037 | 1887-1906 | |
| 18 | Madison Flint | 1.036 | 1922-1938 | |
| 18 | Joe Roberts | 1.036 | 1879-1892 | |
| 20 | Paul Richmond | 1.034 | 1958-1966 | |
| 20 | Roscoe Cone | 1.034 | 1909-1917 | |
| 20 | Carl Woodard | 1.034 | 1883-1891 | |
| 20 | Holden Chase | 1.034 | 1950-1964 | |
| 24 | Hugh Newman | 1.033 | 1881-1889 | |
| 25 | Lee Underwood | 1.032 | 1945-1951 | |
| 26 | Hershell Smith | 1.031 | 1951-1966 | |
| 27 | Tommy Pickett# | 1.030 | 1964-1968 | |
| 27 | Baldy McCann | 1.030 | 1889-1897 | |
| 29 | Simon Hand | 1.029 | 1899-1910 | |
| 29 | Archibald Godwin | 1.029 | 1884-1899 | |
| 29 | Augustus Jordon | 1.029 | 1911-1925 | |
| 32 | Ole Harter | 1.028 | 1888-1901 | |
| 33 | Albert Poling | 1.027 | 1895-1902 | |
| 33 | Nelson Spencer | 1.027 | 1930-1940 | |
| 33 | Ray Perry | 1.027 | 1908-1920 | |
| 36 | Bingo Ritchie | 1.026 | 1914-1929 | |
| 36 | John Taberer | 1.026 | 1876-1884 | |
| 36 | Hans Miles | 1.026 | 1886-1899 | |
| 39 | George Rowland | 1.025 | 1945-1955 | |
| 39 | Allen Christopher | 1.025 | 1898-1903 | |
| 39 | Maurice Brown | 1.025 | 1931-1942 | |
| 39 | Johan Bixby | 1.025 | 1913-1923 | |
| 43 | Augustus Bagley* | 1.024 | 1894-1912 | |
| 43 | Dutch Eagle* | 1.024 | 1896-1910 | |
| 43 | Dozier Collens | 1.024 | 1919-1926 | |
| 46 | Del Ayres | 1.023 | 1932-1947 | |
| 46 | Herman Epstein | 1.023 | 1887-1898 | |
| 46 | Laurence Tucker | 1.023 | 1888-1902 | |
| 49 | Antony Shipman | 1.022 | 1919-1926 | |
| 49 | Henry Elliott | 1.022 | 1882-1892 | |
| 49 | Ira Drury | 1.022 | 1908-1919 | |
| 49 | Wally Beaver# | 1.022 | 1954-1968 | |
| 53 | Rusty Long | 1.021 | 1951-1966 | |
| 53 | Joe Gallagher* | 1.021 | 1924-1938 | |
| 53 | Dave Clinton | 1.021 | 1951-1966 | |
| 56 | Orrin Potts | 1.020 | 1899-1911 | |
| 56 | Vincent Wellington | 1.020 | 1913-1923 | |
| 56 | Tommy Snuggs | 1.020 | 1935-1947 | |
| 59 | Dizzy Marion | 1.019 | 1905-1919 | |
| 59 | Ed Spencer | 1.019 | 1932-1947 | |
| 59 | Egbert Beaty | 1.019 | 1901-1914 | |
| 59 | Jonathan Carter | 1.019 | 1894-1901 | |
| 63 | Josh Wilson | 1.018 | 1932-1947 | |
| 63 | Mark James | 1.018 | 1899-1917 | |
| 65 | Bartholomew Egan# | 1.017 | 1952-1967 | |
| 65 | Togie Alford | 1.017 | 1913-1924 | |
| 65 | Harry Sova | 1.017 | 1946-1952 | |
| 65 | Roy Hansen# | 1.017 | 1956-1968 | |
| 65 | Milt Daniel | 1.017 | 1948-1964 | |
| 70 | Tom Rodeheaver | 1.016 | 1952-1962 | |
| 70 | Crow Bass | 1.016 | 1886-1895 | |
| 70 | Harris Radford | 1.016 | 1904-1914 | |
| 73 | Jim Powderly | 1.015 | 1944-1953 | |
| 73 | Jerry Hunter# | 1.015 | 1955-1968 | |
| 75 | Coot Tanner | 1.014 | 1898-1909 | |
| 75 | Rich Rivers | 1.014 | 1954-1966 | |
| 75 | Victor Brush | 1.014 | 1908-1915 | |
| 78 | Anderson Chance | 1.013 | 1895-1909 | |
| 78 | Ace Rogers | 1.013 | 1925-1937 | |
| 78 | Angus Ruby | 1.013 | 1924-1933 | |
| 78 | Witness York | 1.013 | 1948-1967 | |
| 78 | Horace Tompkins | 1.013 | 1903-1915 | |
| 83 | Lincoln Stokes | 1.012 | 1886-1904 | |
| 83 | Ed Byers | 1.012 | 1942-1948 | |
| 83 | Adolf Weber | 1.012 | 1915-1933 | |
| 83 | Bimm Sawyers | 1.012 | 1889-1896 | |
| 87 | Mike Evans# | 1.011 | 1957-1968 | |
| 87 | Jimmy Crawford | 1.011 | 1950-1965 | |
| 87 | Herman Coyle | 1.011 | 1888-1902 | |
| 87 | Ike Haywood | 1.011 | 1905-1916 | |
| 87 | Les George | 1.011 | 1942-1951 | |
| 87 | John Davis | 1.011 | 1930-1938 | |
| 93 | Guy Murphy | 1.010 | 1927-1946 | |
| 93 | Michal Crooks | 1.010 | 1903-1912 | |
| 93 | John Woodward | 1.010 | 1944-1955 | |
| 93 | Tom Wade# | 1.010 | 1954-1968 | |
| 93 | Tookie Summers | 1.010 | 1884-1895 | |
| 98 | Bill Castor# | 1.009 | 1960-1966 | |
| 99 | Larry Drake | 1.008 | 1944-1956 | |
| 99 | John Reiner | 1.008 | 1935-1949 |
