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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | EFF | YEAR | Open Season Leaderboard |
|---|---|---|---|---|
| 1 | Jim Scarborough | 1.321 | 1876-1885 | |
| 2 | Paul Buehler | 1.273 | 1876-1890 | |
| 3 | Harry Dawkins | 1.271 | 1882-1889 | |
| 4 | Paul Moton | 1.246 | 1879-1887 | |
| 5 | Denny Fuller | 1.215 | 1880-1897 | |
| 6 | Zebulon Banks* | 1.201 | 1876-1898 | |
| 7 | Amos Hendrix | 1.183 | 1890-1895 | |
| 8 | Charles Austin | 1.180 | 1883-1892 | |
| 9 | Jim Jones* | 1.179 | 1879-1904 | |
| 10 | John Foster | 1.177 | 1880-1892 | |
| 11 | Thomas Watkins* | 1.172 | 1888-1904 | |
| 12 | Willis Bishop | 1.160 | 1884-1895 | |
| 12 | Monroe Young | 1.160 | 1885-1894 | |
| 14 | Harvey Reese | 1.159 | 1884-1904 | |
| 15 | Matthew Wilder | 1.155 | 1892-1901 | |
| 16 | John Dennison | 1.146 | 1895-1907 | |
| 17 | Les Rowe | 1.145 | 1899-1913 | |
| 17 | John Cardi | 1.145 | 1904-1911 | |
| 19 | Sam Mills | 1.144 | 1887-1900 | |
| 19 | James Clark | 1.144 | 1898-1908 | |
| 21 | Chick Hamm | 1.141 | 1888-1906 | |
| 22 | William Dandridge | 1.140 | 1893-1904 | |
| 22 | Ben Manley | 1.140 | 1896-1908 | |
| 22 | Gil Rhodan | 1.140 | 1895-1902 | |
| 25 | George Douglas | 1.139 | 1890-1898 | |
| 26 | Roy Collins | 1.129 | 1908-1916 | |
| 26 | Harry Waller | 1.129 | 1895-1903 | |
| 28 | Bob Henry | 1.126 | 1908-1915 | |
| 29 | Wash Berentsen | 1.125 | 1909-1920 | |
| 30 | Jimmie Dunn | 1.123 | 1892-1904 | |
| 30 | Paul Timmons | 1.123 | 1901-1908 | |
| 32 | Paul Shaffer | 1.120 | 1908-1920 | |
| 33 | Ike Martie | 1.119 | 1907-1921 | |
| 34 | Bill Brady | 1.117 | 1889-1906 | |
| 35 | Johnny Robards | 1.116 | 1914-1920 | |
| 36 | William Avery | 1.108 | 1917-1922 | |
| 37 | Curt Cantrell | 1.105 | 1917-1923 | |
| 37 | Dave Gleaves | 1.105 | 1896-1905 | |
| 39 | Allen Perkins | 1.104 | 1900-1911 | |
| 40 | Willie Wynder | 1.102 | 1896-1913 | |
| 40 | Gordon Taylor | 1.102 | 1917-1928 | |
| 42 | Bill Harris | 1.100 | 1909-1918 | |
| 42 | Fred Sampson | 1.100 | 1918-1925 | |
| 44 | Sam Egbert | 1.098 | 1911-1922 | |
| 45 | Dixie Ranscomb | 1.090 | 1909-1915 | |
| 46 | Frank Dempsey | 1.088 | 1921-1926 | |
| 47 | Lou Garman | 1.087 | 1924-1931 | |
| 47 | Presley Owen | 1.087 | 1907-1914 | |
| 49 | Johnny Stevens | 1.086 | 1921-1927 | |
| 50 | William Lumpkin | 1.085 | 1893-1904 | |
| 51 | Dirk Mannheim | 1.083 | 1919-1930 | |
| 52 | Al Daniel | 1.081 | 1916-1923 | |
| 52 | Ted Guernsey | 1.081 | 1915-1920 | |
| 54 | John Spears | 1.080 | 1914-1922 | |
| 54 | Job Readus | 1.080 | 1920-1926 | |
| 56 | Carl Carr | 1.078 | 1929-1943 | |
| 57 | Bob Scholer | 1.077 | 1921-1930 | |
| 57 | Ed Fisher | 1.077 | 1908-1920 | |
| 59 | John Philips | 1.076 | 1908-1917 | |
| 60 | Dan Brady | 1.075 | 1921-1930 | |
| 61 | George Clark | 1.074 | 1923-1934 | |
| 61 | Danny James | 1.074 | 1908-1926 | |
| 61 | Bob Martin* | 1.074 | 1928-1949 | |
| 64 | Spencer Leonard | 1.073 | 1917-1922 | |
| 65 | Rube Cross | 1.072 | 1920-1927 | |
| 66 | Danny Singleton | 1.067 | 1908-1925 | |
| 67 | Chuck Cohen# | 1.066 | 1971-1974 | |
| 68 | Bill Ashbaugh | 1.063 | 1927-1938 | |
| 68 | Red Byrd | 1.063 | 1918-1925 | |
| 70 | Dick Walker | 1.062 | 1928-1947 | |
| 71 | Stan Merrick# | 1.061 | 1964-1974 | |
| 72 | Bill Grimm# | 1.060 | 1965-1974 | |
| 72 | Charlie Roat | 1.060 | 1903-1914 | |
| 74 | Frank Shafer | 1.057 | 1928-1935 | |
| 75 | Lloyd Coulter | 1.054 | 1950-1971 | |
| 76 | Jake Shadoan | 1.049 | 1930-1945 | |
| 77 | Hank Stratton | 1.048 | 1937-1950 | |
| 78 | Athan Metrofanis# | 1.045 | 1966-1974 | |
| 79 | Mike Rocque# | 1.043 | 1969-1974 | |
| 80 | John Low | 1.041 | 1951-1974 | |
| 81 | George Whaley# | 1.040 | 1962-1974 | |
| 82 | Davey Thomas | 1.039 | 1918-1925 | |
| 83 | Maurice Carter | 1.038 | 1945-1959 | |
| 83 | Walt Pack | 1.038 | 1939-1955 | |
| 83 | Ron Rattigan | 1.038 | 1935-1948 | |
| 86 | Jim Alexander | 1.037 | 1931-1945 | |
| 87 | Tim Hopkins | 1.036 | 1939-1955 | |
| 88 | Andy Parker# | 1.035 | 1961-1974 | |
| 89 | Ray Rogan | 1.034 | 1952-1966 | |
| 89 | Sal Nigro | 1.034 | 1953-1963 | |
| 91 | Chuck Collins | 1.031 | 1946-1961 | |
| 92 | Lou Kelly | 1.029 | 1927-1939 | |
| 92 | Gene Case# | 1.029 | 1961-1974 | |
| 94 | Joe Holland | 1.028 | 1959-1971 | |
| 95 | Ed Bloom | 1.026 | 1949-1969 | |
| 95 | Dick Vitt# | 1.026 | 1963-1974 | |
| 95 | Bill Guthrie | 1.026 | 1953-1965 | |
| 98 | Bob Donoghue | 1.025 | 1935-1948 | |
| 99 | Ken Newman | 1.024 | 1948-1973 | |
| 100 | Conrad Gardner | 1.022 | 1909-1923 |
