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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | EFF | YEAR | Open Season Leaderboard |
|---|---|---|---|---|
| 1 | Jason Saal* | 1.140 | 1887-1903 | |
| 2 | Buddles Sample | 1.132 | 1885-1899 | |
| 3 | Keith Fulmer# | 1.130 | 1957-1968 | |
| 4 | Jack Charge | 1.107 | 1938-1950 | |
| 5 | Spoons Donnelly | 1.102 | 1914-1924 | |
| 6 | Bobby Raley# | 1.099 | 1956-1968 | |
| 7 | Buddy Shingleton# | 1.093 | 1963-1968 | |
| 8 | Bill Rodriguez | 1.088 | 1947-1964 | |
| 9 | Mike Schorr# | 1.085 | 1963-1968 | |
| 10 | Hugh Woods | 1.081 | 1877-1889 | |
| 11 | Harman Spurgeon | 1.080 | 1902-1916 | |
| 12 | Lenny Volner | 1.079 | 1949-1962 | |
| 13 | Orville Pulver | 1.078 | 1883-1891 | |
| 14 | Bob Fingland# | 1.077 | 1951-1967 | |
| 15 | Gene Jakubisin# | 1.075 | 1963-1968 | |
| 16 | Ad Cotton | 1.072 | 1882-1892 | |
| 17 | Bo McBean# | 1.071 | 1954-1968 | |
| 17 | Frank Johnson | 1.071 | 1882-1888 | |
| 19 | Joe Richardson | 1.070 | 1928-1940 | |
| 20 | Bill Huff | 1.068 | 1877-1888 | |
| 20 | Ward Floyd | 1.068 | 1886-1896 | |
| 22 | Les McBride | 1.067 | 1932-1947 | |
| 23 | Milton Currie* | 1.066 | 1901-1918 | |
| 24 | Arnold Church* | 1.065 | 1884-1900 | |
| 24 | Cliff Weaver | 1.065 | 1944-1954 | |
| 26 | Ding Lea | 1.063 | 1889-1898 | |
| 27 | Millard Clinton | 1.062 | 1888-1903 | |
| 28 | Jonathan Noon | 1.058 | 1923-1939 | |
| 29 | Joe Hill# | 1.057 | 1954-1967 | |
| 29 | Jake Tripp | 1.057 | 1911-1922 | |
| 31 | Dave Allison | 1.054 | 1954-1966 | |
| 31 | Bob Foster | 1.054 | 1926-1939 | |
| 31 | Humberto Abdala# | 1.054 | 1954-1968 | |
| 31 | Paul McDaniel | 1.054 | 1932-1946 | |
| 35 | John Grace* | 1.053 | 1882-1896 | |
| 35 | Jack McClure | 1.053 | 1929-1945 | |
| 37 | Wiley Daugherty | 1.052 | 1896-1905 | |
| 37 | Alvin Meek | 1.052 | 1907-1919 | |
| 39 | Duster Coyle | 1.051 | 1900-1909 | |
| 40 | Russell Beverly | 1.049 | 1917-1925 | |
| 41 | Chester Dutton | 1.047 | 1884-1892 | |
| 41 | Ralph Benedict | 1.047 | 1946-1961 | |
| 43 | Carl Cresswell | 1.043 | 1927-1939 | |
| 44 | Ben Thoreson | 1.041 | 1935-1948 | |
| 44 | Ludwig Burroughs | 1.041 | 1906-1915 | |
| 46 | Joaquin Benatar | 1.040 | 1948-1961 | |
| 46 | Dick Willoughby | 1.040 | 1935-1947 | |
| 48 | Marion Gilbert | 1.039 | 1896-1906 | |
| 49 | Eddy Adam | 1.037 | 1911-1923 | |
| 49 | Jim Rock | 1.037 | 1946-1961 | |
| 49 | Otto Steadman | 1.037 | 1897-1909 | |
| 49 | Jake Bradley* | 1.037 | 1912-1931 | |
| 49 | Jacinto Abril | 1.037 | 1948-1963 | |
| 54 | Frank Gentry | 1.031 | 1953-1967 | |
| 55 | Foster Appleton | 1.029 | 1915-1933 | |
| 55 | Jim Long Jr. | 1.029 | 1950-1962 | |
| 57 | Sam Holland | 1.028 | 1876-1884 | |
| 58 | Dizzy Boyle | 1.027 | 1926-1940 | |
| 58 | Joe Foster | 1.027 | 1877-1886 | |
| 58 | Darren Hersey | 1.027 | 1917-1926 | |
| 58 | Willy Rine | 1.027 | 1903-1915 | |
| 58 | Fritz Poor | 1.027 | 1904-1914 | |
| 63 | Tex Mackey | 1.026 | 1928-1942 | |
| 64 | Fortunato Farrington | 1.025 | 1887-1901 | |
| 64 | Ty Shriner# | 1.025 | 1957-1968 | |
| 66 | Joe Doig | 1.024 | 1926-1940 | |
| 66 | John Darnell# | 1.024 | 1963-1968 | |
| 68 | Billy Garrett* | 1.022 | 1940-1952 | |
| 69 | Gene Lusk | 1.021 | 1944-1956 | |
| 70 | Derek Sanders# | 1.019 | 1954-1968 | |
| 70 | Fred Hartman | 1.019 | 1921-1935 | |
| 72 | Ernst Fox | 1.018 | 1938-1949 | |
| 73 | Jim Hammerton | 1.017 | 1948-1962 | |
| 73 | Huff Sutton | 1.017 | 1912-1918 | |
| 73 | Butch Mills | 1.017 | 1945-1961 | |
| 76 | Frosty Young | 1.016 | 1915-1923 | |
| 76 | Bob Jones | 1.016 | 1945-1963 | |
| 78 | Dave Damon | 1.014 | 1949-1957 | |
| 78 | Jim Harney | 1.014 | 1922-1936 | |
| 78 | Al Jordan | 1.014 | 1920-1929 | |
| 81 | Jack O'Callaghan | 1.013 | 1940-1949 | |
| 81 | Steve Peyton# | 1.013 | 1947-1968 | |
| 83 | Bob Mason | 1.011 | 1943-1948 | |
| 83 | Walt McGuire | 1.011 | 1944-1953 | |
| 85 | Jim Murphy | 1.010 | 1876-1885 | |
| 86 | Tommy Black | 1.009 | 1926-1937 | |
| 87 | Zacariah North | 1.008 | 1896-1910 | |
| 87 | Marcus Jewell | 1.008 | 1894-1902 | |
| 89 | Ray Lane# | 1.007 | 1960-1967 | |
| 89 | Robbie Henry | 1.007 | 1927-1940 | |
| 91 | Maurice Rivers | 1.006 | 1912-1924 | |
| 92 | Lew Foreman | 1.005 | 1910-1917 | |
| 92 | Nat Hennessey | 1.005 | 1920-1932 | |
| 92 | Walton Peel | 1.005 | 1912-1920 | |
| 92 | Jake Morford | 1.005 | 1910-1923 | |
| 96 | Don Hatton# | 1.003 | 1947-1967 | |
| 97 | Bingo Forester | 1.002 | 1906-1916 | |
| 97 | Ben Michels | 1.002 | 1912-1919 | |
| 99 | Carl Christman | 1.001 | 1885-1894 | |
| 100 | Josephus Murry | 1.000 | 1887-1892 |
