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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | EFF | YEAR | Open Career Leaderboard |
|---|---|---|---|---|
| 1 | Barnaby North | 1.185 | 1877 | |
| 2 | Evan Botts | 1.147 | 1899 | |
| 3 | Henry Hiles | 1.146 | 1877 | |
| 4 | Bob Chamberlin | 1.145 | 1876 | |
| 5 | Nelson Napier | 1.137 | 1909 | |
| 6 | Nelson Napier | 1.131 | 1907 | |
| 7 | Bob Chamberlin | 1.129 | 1877 | |
| 8 | Red Miller | 1.123 | 1945 | |
| 9 | Edmund Bolton | 1.122 | 1887 | |
| 10 | Dave Bieler# | 1.121 | 1967 | |
| 11 | Evan Botts | 1.120 | 1896 | |
| 12 | Evan Botts | 1.118 | 1898 | |
| 13 | Dave Tislow# | 1.117 | 1965 | |
| 13 | Joe Slone | 1.117 | 1881 | |
| 15 | Winslow Beaver* | 1.116 | 1939 | |
| 16 | Dick Lyon# | 1.115 | 1960 | |
| 17 | Harris Radford | 1.114 | 1908 | |
| 18 | Jim Tharp | 1.112 | 1877 | |
| 19 | Winslow Beaver* | 1.111 | 1941 | |
| 19 | Tom Guthrie* | 1.111 | 1892 | |
| 21 | Tom Guthrie* | 1.108 | 1893 | |
| 21 | Winslow Beaver* | 1.108 | 1938 | |
| 21 | Windy Cochran | 1.108 | 1915 | |
| 21 | Robbie Henry | 1.108 | 1935 | |
| 25 | Winslow Beaver* | 1.107 | 1940 | |
| 25 | Alphonse Chism | 1.107 | 1900 | |
| 27 | Nelson Napier | 1.106 | 1911 | |
| 27 | Sydney Hanes | 1.106 | 1887 | |
| 27 | Tom Guthrie* | 1.106 | 1890 | |
| 27 | Evan Botts | 1.106 | 1901 | |
| 31 | Moe Hebert | 1.105 | 1891 | |
| 32 | Windy Cochran | 1.104 | 1919 | |
| 32 | Ray Lane# | 1.104 | 1963 | |
| 32 | Tom Guthrie* | 1.104 | 1884 | |
| 35 | Edmund Bolton | 1.103 | 1886 | |
| 36 | Dick Lyon# | 1.099 | 1958 | |
| 36 | Alfred Sherrill | 1.099 | 1925 | |
| 36 | Harry Chadwick | 1.099 | 1882 | |
| 39 | Alphonse Chism | 1.098 | 1901 | |
| 39 | Melvin Olmstead | 1.098 | 1894 | |
| 39 | Juan Roy | 1.098 | 1905 | |
| 42 | Bob Chamberlin | 1.097 | 1879 | |
| 43 | Melvin Olmstead | 1.096 | 1895 | |
| 43 | Barnaby North | 1.096 | 1876 | |
| 45 | Dave Tislow# | 1.095 | 1964 | |
| 45 | Edmund Bolton | 1.095 | 1885 | |
| 45 | Danny Phillips# | 1.095 | 1961 | |
| 48 | Winslow Beaver* | 1.094 | 1942 | |
| 48 | Casper Mobley | 1.094 | 1893 | |
| 48 | Orie Sanders | 1.094 | 1950 | |
| 51 | Jim Lee* | 1.093 | 1936 | |
| 51 | Alfred Sherrill | 1.093 | 1923 | |
| 51 | Edmund Bolton | 1.093 | 1890 | |
| 51 | Ellis Sullivan | 1.093 | 1948 | |
| 55 | Alfred Sherrill | 1.092 | 1926 | |
| 56 | Emmet Carlin* | 1.091 | 1899 | |
| 57 | Nelson Napier | 1.090 | 1910 | |
| 57 | Leroy Klein | 1.090 | 1950 | |
| 57 | Tim Hunt# | 1.090 | 1967 | |
| 60 | Tom Guthrie* | 1.089 | 1891 | |
| 60 | Tom Guthrie* | 1.089 | 1885 | |
| 60 | Joe Slone | 1.089 | 1880 | |
| 60 | Windy Cochran | 1.089 | 1914 | |
| 64 | Melvin Olmstead | 1.088 | 1900 | |
| 64 | Leroy Klein | 1.088 | 1951 | |
| 64 | Pete Williams# | 1.088 | 1962 | |
| 64 | Alphonse Chism | 1.088 | 1906 | |
| 64 | Jim Hammerton | 1.088 | 1959 | |
| 64 | Tim Hunt# | 1.088 | 1966 | |
| 70 | Evan Botts | 1.087 | 1897 | |
| 70 | Jim Lee* | 1.087 | 1938 | |
| 70 | Darins Keys | 1.087 | 1893 | |
| 73 | Frank Patterson | 1.086 | 1942 | |
| 73 | Nelson Napier | 1.086 | 1914 | |
| 73 | Bob Chamberlin | 1.086 | 1884 | |
| 73 | Windy Cochran | 1.086 | 1922 | |
| 77 | Jim Lee* | 1.085 | 1935 | |
| 77 | Madison Field | 1.085 | 1909 | |
| 79 | Casper Mobley | 1.084 | 1897 | |
| 79 | Jim Tharp | 1.084 | 1880 | |
| 79 | Pete Hay | 1.084 | 1944 | |
| 79 | Robbie Henry | 1.084 | 1929 | |
| 83 | Jerry Schonfeld | 1.083 | 1962 | |
| 84 | Dick Lyon# | 1.082 | 1962 | |
| 84 | John O'Brien | 1.082 | 1881 | |
| 84 | Harold Batkin# | 1.082 | 1954 | |
| 87 | Nick Barnett | 1.081 | 1925 | |
| 87 | Sydney Hanes | 1.081 | 1896 | |
| 87 | Rasmus Petit | 1.081 | 1894 | |
| 87 | Lloyd Schoen | 1.081 | 1932 | |
| 91 | Ira Terry | 1.080 | 1883 | |
| 91 | Edmund Bolton | 1.080 | 1884 | |
| 91 | Art Eichenberger | 1.080 | 1940 | |
| 91 | Madison Field | 1.080 | 1912 | |
| 91 | Alphonse Chism | 1.080 | 1902 | |
| 91 | Tommy Robinson | 1.080 | 1927 | |
| 91 | Dick Lyon# | 1.080 | 1964 | |
| 98 | Frank Patterson | 1.079 | 1943 | |
| 98 | Bill Fulton# | 1.079 | 1958 | |
| 100 | Smith Cheney | 1.078 | 1893 |
