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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | EFF | YEAR | Open Season Leaderboard |
|---|---|---|---|---|
| 1 | Bernie Lauer | 1.104 | 1882-1893 | |
| 2 | John Blanchard | 1.089 | 1877-1892 | |
| 3 | Virgil Greene | 1.084 | 1893-1908 | |
| 4 | Joe Rafferty# | 1.066 | 1954-1968 | |
| 5 | Jim Newton | 1.059 | 1877-1891 | |
| 6 | Victor McCauly | 1.055 | 1909-1919 | |
| 7 | Joe Moore | 1.054 | 1882-1892 | |
| 7 | Fritz Custer | 1.054 | 1946-1962 | |
| 7 | Irish Malloy | 1.054 | 1884-1892 | |
| 10 | Bobby Gonzalez | 1.053 | 1952-1966 | |
| 11 | John Brown | 1.049 | 1882-1892 | |
| 12 | Ad Cotton | 1.048 | 1882-1892 | |
| 13 | Ray Tomaszewski | 1.043 | 1944-1956 | |
| 14 | Lloyd Turner | 1.042 | 1937-1952 | |
| 15 | George Mack | 1.041 | 1926-1938 | |
| 15 | Larry Moses# | 1.041 | 1959-1968 | |
| 15 | Phil Martin# | 1.041 | 1955-1967 | |
| 18 | Randy Paterson# | 1.040 | 1954-1968 | |
| 19 | Derek Sanders# | 1.038 | 1954-1968 | |
| 20 | Pete Jones | 1.035 | 1943-1964 | |
| 20 | Tex Mackey | 1.035 | 1928-1942 | |
| 22 | Lew Myers | 1.034 | 1926-1943 | |
| 23 | Ben Fite | 1.032 | 1925-1939 | |
| 24 | Mike Reynolds# | 1.030 | 1954-1968 | |
| 25 | Bob Saari# | 1.029 | 1954-1968 | |
| 25 | Edmund Godfrey* | 1.029 | 1893-1914 | |
| 27 | Kary Wilkin | 1.028 | 1918-1928 | |
| 28 | Jim Hicks# | 1.027 | 1953-1968 | |
| 28 | Dooley Hearn | 1.027 | 1884-1902 | |
| 30 | Ervin Terry | 1.026 | 1912-1923 | |
| 30 | George Moir | 1.026 | 1939-1948 | |
| 32 | Mitchell Decker* | 1.023 | 1946-1955 | |
| 32 | Fred Nealy | 1.023 | 1926-1936 | |
| 32 | Bloop Best | 1.023 | 1908-1919 | |
| 32 | Dave Zellers# | 1.023 | 1956-1968 | |
| 36 | Ernest Cornwell | 1.022 | 1887-1901 | |
| 37 | Maurice Rivers | 1.021 | 1912-1924 | |
| 38 | Jake Mullens | 1.020 | 1953-1967 | |
| 38 | Dave Gorsline# | 1.020 | 1955-1968 | |
| 40 | Harry Osborn | 1.019 | 1943-1965 | |
| 40 | Derrell Toles# | 1.019 | 1955-1967 | |
| 40 | Buck Bullock | 1.019 | 1927-1947 | |
| 43 | Elbert Ratliff | 1.017 | 1904-1914 | |
| 43 | Jim Schaefer | 1.017 | 1948-1966 | |
| 45 | Lemuel Milligan | 1.016 | 1883-1891 | |
| 46 | Orlander McFarlane | 1.014 | 1908-1917 | |
| 46 | Bill Fulton# | 1.014 | 1952-1968 | |
| 48 | Tom Riley | 1.013 | 1933-1945 | |
| 48 | Jason Dooley | 1.013 | 1949-1964 | |
| 48 | Woody Winthrop | 1.013 | 1916-1931 | |
| 51 | Jerry Price | 1.012 | 1948-1963 | |
| 51 | Bob Jones | 1.012 | 1945-1963 | |
| 51 | Erastus Littlefield | 1.012 | 1893-1904 | |
| 51 | Sal Davis | 1.012 | 1933-1948 | |
| 55 | Tom Birch | 1.010 | 1946-1960 | |
| 55 | Fennimore McCaffree* | 1.010 | 1913-1931 | |
| 57 | Frenchy Hagan | 1.009 | 1894-1904 | |
| 57 | Billy Packer | 1.009 | 1900-1911 | |
| 57 | Lloyd Power | 1.009 | 1884-1897 | |
| 57 | Roy McDonald | 1.009 | 1943-1958 | |
| 61 | Ollie Back | 1.008 | 1901-1915 | |
| 61 | Alan Weston* | 1.008 | 1937-1954 | |
| 61 | Reid Wysocki | 1.008 | 1948-1963 | |
| 61 | Chief Ward | 1.008 | 1926-1938 | |
| 65 | Monroe Ruff | 1.007 | 1903-1913 | |
| 65 | Tim Riley | 1.007 | 1950-1966 | |
| 67 | Victor Rojas | 1.004 | 1951-1964 | |
| 67 | Ernst Fox | 1.004 | 1938-1949 | |
| 69 | Isaac Kline | 1.003 | 1906-1917 | |
| 70 | Bob Anderson# | 1.002 | 1956-1968 | |
| 70 | Claud Hensley | 1.002 | 1918-1930 | |
| 72 | Don Green* | 1.001 | 1946-1955 | |
| 73 | Emery O'Connell | 1.000 | 1904-1916 | |
| 73 | Russell Mustard | 1.000 | 1914-1926 | |
| 73 | Wellington Paradise | 1.000 | 1906-1916 | |
| 73 | Tookie Blair | 1.000 | 1919-1932 | |
| 73 | Lew Lydell | 1.000 | 1927-1943 | |
| 73 | Joseph Madison | 1.000 | 1895-1911 | |
| 79 | Roy Caputo | 0.999 | 1939-1956 | |
| 79 | Leroy Engle | 0.999 | 1905-1916 | |
| 81 | Clay Stack | 0.998 | 1888-1896 | |
| 81 | Jonas Worrell | 0.998 | 1895-1910 | |
| 83 | Art Florence | 0.996 | 1924-1939 | |
| 83 | Rod Seals | 0.996 | 1943-1962 | |
| 83 | Nolan Lewis | 0.996 | 1946-1960 | |
| 86 | Lloyd Schoen | 0.995 | 1931-1942 | |
| 87 | Gene Metcalf* | 0.994 | 1934-1946 | |
| 87 | Matt Rooney | 0.994 | 1920-1934 | |
| 87 | Mark Rosenberg# | 0.994 | 1953-1968 | |
| 87 | Terry Langdon# | 0.994 | 1954-1967 | |
| 87 | George Lowry | 0.994 | 1919-1935 | |
| 92 | Lew Biddle | 0.993 | 1915-1925 | |
| 93 | Ed Potthast | 0.991 | 1936-1954 | |
| 93 | Allan Houston# | 0.991 | 1949-1968 | |
| 95 | Christian Haukins | 0.990 | 1890-1903 | |
| 95 | Freeman Pinckney | 0.990 | 1890-1903 | |
| 97 | Billy West | 0.989 | 1944-1965 | |
| 98 | Red Brown | 0.987 | 1927-1937 | |
| 98 | Ebenezer Holbrook | 0.987 | 1913-1922 | |
| 100 | Johnny Williams | 0.986 | 1937-1954 |
