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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | EFF | YEAR | Open Season Leaderboard |
|---|---|---|---|---|
| 1 | Coaker Roth | 1.093 | 1913-1924 | |
| 2 | Bobby Tapia# | 1.088 | 1970-1975 | |
| 3 | Pip Hodge | 1.080 | 1889-1896 | |
| 4 | Mark James | 1.079 | 1899-1917 | |
| 5 | Richie Lord# | 1.074 | 1968-1975 | |
| 6 | Don Harman | 1.067 | 1945-1953 | |
| 7 | Mathias Walls | 1.059 | 1883-1894 | |
| 8 | Orrin Potts | 1.058 | 1899-1911 | |
| 9 | Jackie Frost# | 1.056 | 1967-1975 | |
| 10 | Tony LaDuke | 1.054 | 1958-1972 | |
| 11 | Bruce Tonner | 1.053 | 1954-1968 | |
| 12 | Gary Parker# | 1.052 | 1969-1975 | |
| 13 | Bob Southam | 1.050 | 1934-1951 | |
| 13 | Wayne Baker# | 1.050 | 1966-1975 | |
| 15 | Jackie Cooper# | 1.049 | 1971-1975 | |
| 16 | Alan Thomas | 1.047 | 1936-1949 | |
| 17 | Cory Ruoff# | 1.046 | 1964-1973 | |
| 18 | Elmer Davis | 1.045 | 1929-1948 | |
| 19 | Roger McCoy# | 1.044 | 1967-1975 | |
| 20 | Jake Smith | 1.038 | 1944-1958 | |
| 20 | Bill Lewis | 1.038 | 1944-1953 | |
| 20 | Tuck Wilson | 1.038 | 1950-1966 | |
| 23 | Guillaume Moret# | 1.037 | 1966-1975 | |
| 24 | Trick Sisson | 1.036 | 1917-1929 | |
| 25 | Hampton Daly | 1.035 | 1894-1905 | |
| 25 | Bob Keithline | 1.035 | 1951-1968 | |
| 27 | Augustus Bagley* | 1.034 | 1894-1912 | |
| 28 | Hank Johnson | 1.033 | 1939-1948 | |
| 28 | Verle Bray | 1.033 | 1888-1894 | |
| 30 | Rip Fast | 1.032 | 1930-1947 | |
| 30 | Mortimer Andrews | 1.032 | 1885-1898 | |
| 32 | General Owen | 1.031 | 1891-1899 | |
| 32 | Grammercy Locke | 1.031 | 1954-1973 | |
| 34 | Larry Ritter | 1.029 | 1957-1970 | |
| 34 | Milo Brannon | 1.029 | 1911-1924 | |
| 34 | Lincoln Busby | 1.029 | 1883-1894 | |
| 34 | Freddie Bacon | 1.029 | 1885-1898 | |
| 38 | Keith Owens | 1.028 | 1951-1969 | |
| 38 | Pete Morrison# | 1.028 | 1964-1975 | |
| 40 | Leopold Burdick | 1.027 | 1915-1924 | |
| 41 | Marty Brown | 1.026 | 1876-1887 | |
| 41 | Tom Godwin | 1.026 | 1881-1891 | |
| 43 | Slats Ames | 1.025 | 1904-1916 | |
| 43 | Marcellus German | 1.025 | 1899-1911 | |
| 45 | Chick Smith | 1.024 | 1945-1954 | |
| 46 | Porter Donahue | 1.023 | 1917-1933 | |
| 46 | Mike Lockhart# | 1.023 | 1965-1975 | |
| 48 | Dennis Hess | 1.022 | 1913-1924 | |
| 48 | Ed Lilly | 1.022 | 1931-1947 | |
| 50 | Madison Southworth | 1.021 | 1915-1932 | |
| 51 | Pete Moor | 1.019 | 1883-1892 | |
| 51 | Sam Troy | 1.019 | 1946-1955 | |
| 53 | Chuck Wheeless | 1.018 | 1953-1964 | |
| 54 | Jessie Barron# | 1.017 | 1963-1973 | |
| 54 | Beeman Wright | 1.017 | 1920-1933 | |
| 56 | Harry Rhodes | 1.016 | 1955-1971 | |
| 56 | Rupert Allen* | 1.016 | 1902-1916 | |
| 56 | Taylor Byers | 1.016 | 1910-1920 | |
| 56 | Tony Cardenas | 1.016 | 1957-1969 | |
| 60 | Alex Spitz | 1.015 | 1888-1904 | |
| 60 | George Kiss# | 1.015 | 1962-1974 | |
| 60 | Clifford Denny | 1.015 | 1887-1896 | |
| 63 | Claud Crim | 1.014 | 1910-1925 | |
| 64 | Dave McLaughlin | 1.013 | 1952-1969 | |
| 64 | Billy Burke | 1.013 | 1882-1888 | |
| 64 | Angus Scholl | 1.013 | 1893-1906 | |
| 67 | Hamilton Craft | 1.012 | 1950-1973 | |
| 67 | Surrey Moss | 1.012 | 1923-1939 | |
| 67 | Chris Beeler | 1.012 | 1958-1972 | |
| 70 | Bob Fesmire | 1.011 | 1955-1969 | |
| 71 | Tom Crews | 1.010 | 1895-1910 | |
| 71 | Hampton Bacon | 1.010 | 1882-1891 | |
| 71 | Luis Benitez | 1.010 | 1950-1969 | |
| 71 | Sammy Lynch | 1.010 | 1945-1959 | |
| 75 | Jose Lorente | 1.009 | 1959-1972 | |
| 76 | Buck DeFalco# | 1.008 | 1957-1975 | |
| 77 | Bill Barlow | 1.006 | 1921-1936 | |
| 77 | Ollie Adam | 1.006 | 1890-1903 | |
| 77 | Olaf Woodward | 1.006 | 1889-1899 | |
| 80 | Ron Williams | 1.005 | 1955-1971 | |
| 80 | Zacariah Kelsey | 1.005 | 1915-1930 | |
| 82 | Jay Bright | 1.004 | 1945-1951 | |
| 83 | Henderson Mathews | 1.003 | 1899-1910 | |
| 83 | Willie Terry | 1.003 | 1947-1961 | |
| 85 | Mark Morris# | 1.002 | 1968-1975 | |
| 85 | Bobo Baker | 1.002 | 1929-1946 | |
| 87 | Jimmy Yates | 1.001 | 1877-1884 | |
| 88 | Jose Nova | 1.000 | 1960-1973 | |
| 88 | Willie Black | 1.000 | 1952-1971 | |
| 90 | Ken Warren | 0.998 | 1943-1957 | |
| 90 | Ollie Capell | 0.998 | 1946-1962 | |
| 92 | Adam McRae | 0.997 | 1884-1897 | |
| 92 | William Reardon | 0.997 | 1909-1916 | |
| 92 | Harris Blodgett | 0.997 | 1883-1890 | |
| 92 | Willie Cooper | 0.997 | 1957-1971 | |
| 92 | Eddie Danner | 0.997 | 1897-1902 | |
| 92 | Carl Kessler | 0.997 | 1910-1920 | |
| 92 | Ellsworth Raines | 0.997 | 1885-1897 | |
| 99 | Mike O'Sullivan | 0.996 | 1882-1893 | |
| 100 | Kent Heckman | 0.995 | 1947-1966 |
