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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | EFF | YEAR | Open Season Leaderboard |
|---|---|---|---|---|
| 1 | William Cooper | 1.085 | 1883-1891 | |
| 2 | Bob Lacy | 1.079 | 1885-1891 | |
| 3 | Will Johnson | 1.075 | 1884-1896 | |
| 4 | Lewis Kendrick | 1.070 | 1889-1898 | |
| 5 | Paul Rogers | 1.067 | 1887-1901 | |
| 6 | Mark Morris | 1.063 | 1885-1897 | |
| 7 | Chick Futrell | 1.061 | 1884-1901 | |
| 8 | Tom Miller | 1.060 | 1910-1916 | |
| 8 | Billy Williamson | 1.060 | 1880-1892 | |
| 10 | John Moss | 1.057 | 1942-1960 | |
| 11 | Charlie Rogers# | 1.056 | 1949-1961 | |
| 11 | Fred Feiden | 1.056 | 1896-1908 | |
| 13 | James Eubanks | 1.049 | 1879-1897 | |
| 14 | Dolph Geis | 1.048 | 1898-1904 | |
| 14 | Dallas Berry# | 1.048 | 1953-1961 | |
| 14 | Samuel Bradley | 1.048 | 1888-1898 | |
| 17 | Jeffrey Nicks | 1.047 | 1876-1892 | |
| 18 | Andy Hervey# | 1.045 | 1956-1960 | |
| 19 | Cy Bryant | 1.044 | 1928-1940 | |
| 20 | Orlin Yates | 1.043 | 1937-1945 | |
| 21 | Pablo Reyes | 1.041 | 1933-1949 | |
| 21 | Chief Lewis# | 1.041 | 1949-1961 | |
| 23 | John Jones | 1.040 | 1893-1904 | |
| 23 | Carlos Montes | 1.040 | 1937-1951 | |
| 25 | David Merchant | 1.039 | 1922-1937 | |
| 26 | Walter Harston | 1.038 | 1890-1905 | |
| 27 | Gordie Loftus | 1.037 | 1922-1935 | |
| 27 | Herb Fritsch | 1.037 | 1912-1921 | |
| 29 | Bill Bather# | 1.036 | 1958-1961 | |
| 29 | Sal Pestilli | 1.036 | 1937-1955 | |
| 31 | Jack Arabian* | 1.034 | 1896-1915 | |
| 32 | Frank Reece# | 1.033 | 1951-1961 | |
| 33 | Bob Worley | 1.032 | 1930-1940 | |
| 33 | Frank Rhinehart | 1.032 | 1899-1907 | |
| 33 | John Dibblee* | 1.032 | 1906-1931 | |
| 33 | Matt Younger | 1.032 | 1915-1923 | |
| 37 | Aart MacDonald | 1.031 | 1937-1946 | |
| 37 | Ira Phillips | 1.031 | 1890-1901 | |
| 39 | Bill May | 1.029 | 1934-1952 | |
| 39 | Alex Arredondo | 1.029 | 1916-1924 | |
| 41 | Andy Stoddard | 1.028 | 1924-1931 | |
| 41 | Edwin Hackberry# | 1.028 | 1946-1961 | |
| 41 | Danny Vault | 1.028 | 1920-1928 | |
| 44 | Ira Williams | 1.027 | 1887-1903 | |
| 45 | Jack Gilmore | 1.026 | 1903-1916 | |
| 45 | Dick Copeland | 1.026 | 1922-1933 | |
| 47 | Bobby Sprague | 1.025 | 1930-1937 | |
| 48 | Marv Branson | 1.024 | 1909-1917 | |
| 48 | Addie Holder | 1.024 | 1899-1911 | |
| 50 | Ben Johnston | 1.023 | 1901-1906 | |
| 50 | Dave Campsey | 1.023 | 1898-1911 | |
| 52 | Billy Hammond | 1.022 | 1916-1924 | |
| 52 | Warren Ewing | 1.022 | 1909-1918 | |
| 52 | Silas Leis | 1.022 | 1907-1919 | |
| 52 | Fred Galloway | 1.022 | 1938-1955 | |
| 52 | Art Simmons | 1.022 | 1923-1933 | |
| 57 | Chick Jackson | 1.020 | 1898-1905 | |
| 57 | Ed McCorkel | 1.020 | 1899-1910 | |
| 57 | George Brown | 1.020 | 1908-1917 | |
| 60 | Jack Carle | 1.019 | 1889-1897 | |
| 60 | Freddie Malley | 1.019 | 1926-1937 | |
| 60 | Tony Prado | 1.019 | 1915-1922 | |
| 63 | Tod Barnes | 1.018 | 1915-1927 | |
| 63 | Noble Pepper | 1.018 | 1899-1907 | |
| 65 | Bill Elkins# | 1.017 | 1946-1961 | |
| 65 | Jim Shelton | 1.017 | 1915-1932 | |
| 65 | Cal Page | 1.017 | 1943-1957 | |
| 68 | Bill McGreevy | 1.016 | 1907-1910 | |
| 68 | Frank Chase | 1.016 | 1908-1912 | |
| 70 | Chink Stickels | 1.015 | 1935-1950 | |
| 70 | Elmer Selders | 1.015 | 1886-1903 | |
| 70 | Ed Mercer | 1.015 | 1922-1931 | |
| 70 | Lee Smith | 1.015 | 1925-1936 | |
| 74 | Wally Boyer | 1.014 | 1948-1961 | |
| 74 | Josh Hailey | 1.014 | 1915-1921 | |
| 76 | Billy Forbes# | 1.013 | 1946-1961 | |
| 76 | Ray Struble | 1.013 | 1940-1947 | |
| 76 | Gail Gifford | 1.013 | 1934-1951 | |
| 79 | Don Homer | 1.012 | 1936-1946 | |
| 79 | Hal Eason | 1.012 | 1911-1927 | |
| 81 | Charlie Rodgers | 1.011 | 1879-1888 | |
| 82 | Jeb Shepherd | 1.008 | 1908-1916 | |
| 82 | Billy Elson | 1.008 | 1915-1925 | |
| 84 | Grover Lee | 1.007 | 1931-1939 | |
| 84 | Lou Cox | 1.007 | 1921-1928 | |
| 86 | Bob Riggins | 1.006 | 1945-1960 | |
| 86 | Joe Burns# | 1.006 | 1946-1956 | |
| 86 | John Chase | 1.006 | 1912-1917 | |
| 86 | John Goldsmith | 1.006 | 1896-1901 | |
| 90 | Joe Thompson | 1.005 | 1882-1898 | |
| 91 | Joe Sweat | 1.004 | 1899-1908 | |
| 91 | Bert Hartman | 1.004 | 1922-1934 | |
| 91 | Chick Donnelly | 1.004 | 1934-1948 | |
| 94 | Levi Redding | 1.003 | 1936-1942 | |
| 94 | Harry Grey | 1.003 | 1909-1914 | |
| 94 | Jason Burk | 1.003 | 1897-1906 | |
| 94 | Billy Porter | 1.003 | 1908-1923 | |
| 98 | Bill Groom | 1.002 | 1927-1937 | |
| 99 | Whit Williams | 1.001 | 1934-1947 | |
| 99 | Clint Casstevens | 1.001 | 1919-1929 |
