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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | EFF | YEAR | Open Career Leaderboard |
|---|---|---|---|---|
| 1 | Gene Ellis | 1.260 | 1876 | |
| 2 | Gene Ellis | 1.202 | 1879 | |
| 3 | Bill Butler | 1.192 | 1884 | |
| 4 | Gene Ellis | 1.160 | 1878 | |
| 4 | Gene Ellis | 1.160 | 1877 | |
| 6 | Victor Morera | 1.149 | 1952 | |
| 7 | Bill Butler | 1.146 | 1885 | |
| 8 | Victor Morera | 1.143 | 1951 | |
| 9 | Rip Gibbons | 1.142 | 1952 | |
| 10 | Gene Ellis | 1.141 | 1883 | |
| 11 | Ray Hamilton | 1.133 | 1950 | |
| 12 | Denis Bucher | 1.132 | 1901 | |
| 13 | Adam McRae | 1.131 | 1891 | |
| 13 | Prince Lyon | 1.131 | 1897 | |
| 13 | Denis Bucher | 1.131 | 1898 | |
| 16 | Matt Hopper | 1.129 | 1884 | |
| 17 | Denis Bucher | 1.127 | 1897 | |
| 18 | Denis Bucher | 1.125 | 1900 | |
| 19 | Gene Ellis | 1.124 | 1884 | |
| 20 | Joe Seidel | 1.123 | 1953 | |
| 21 | Herbert Karr | 1.122 | 1903 | |
| 21 | Buddy Slayton | 1.122 | 1951 | |
| 23 | Ray Eckhardt | 1.120 | 1957 | |
| 23 | Prince Lyon | 1.120 | 1901 | |
| 25 | Joe Seidel | 1.119 | 1950 | |
| 25 | Prince Lyon | 1.119 | 1907 | |
| 27 | Rip Gibbons | 1.118 | 1951 | |
| 28 | Marty Paine | 1.117 | 1885 | |
| 28 | Walker Maynard | 1.117 | 1896 | |
| 28 | Adam McRae | 1.117 | 1896 | |
| 28 | Joe Seidel | 1.117 | 1952 | |
| 32 | Rip Gibbons | 1.114 | 1950 | |
| 32 | John Barrett | 1.114 | 1882 | |
| 32 | Adam McRae | 1.114 | 1890 | |
| 35 | Joe Seidel | 1.112 | 1946 | |
| 36 | Gustav Webster | 1.111 | 1914 | |
| 36 | Prince Lyon | 1.111 | 1895 | |
| 36 | Bill Butler | 1.111 | 1886 | |
| 39 | Orlander Gould | 1.110 | 1890 | |
| 39 | Denis Bucher | 1.110 | 1902 | |
| 41 | Gene Ellis | 1.109 | 1880 | |
| 41 | Brown Alexander | 1.109 | 1911 | |
| 43 | Prince Lyon | 1.108 | 1902 | |
| 43 | Bert Schoonover | 1.108 | 1893 | |
| 45 | Brown Alexander | 1.107 | 1915 | |
| 45 | Max Ricker | 1.107 | 1899 | |
| 45 | Dan Casey | 1.107 | 1877 | |
| 45 | Ray Egger | 1.107 | 1889 | |
| 45 | Denis Bucher | 1.107 | 1899 | |
| 50 | Prince Lyon | 1.106 | 1909 | |
| 50 | John Webster | 1.106 | 1950 | |
| 52 | Buddy Slayton | 1.105 | 1949 | |
| 53 | Dick Nolte | 1.104 | 1891 | |
| 53 | Giles Spain | 1.104 | 1890 | |
| 55 | Gustav Webster | 1.103 | 1912 | |
| 55 | Joe Seidel | 1.103 | 1954 | |
| 55 | Bert Schoonover | 1.103 | 1891 | |
| 55 | Charlie Fitts | 1.103 | 1882 | |
| 55 | Ray Hamilton | 1.103 | 1951 | |
| 60 | Danny Swift | 1.102 | 1952 | |
| 61 | Rip Gibbons | 1.101 | 1954 | |
| 61 | Snipe West | 1.101 | 1949 | |
| 61 | Prince Lyon | 1.101 | 1893 | |
| 61 | Rankin Meadows | 1.101 | 1950 | |
| 65 | Dad Highland | 1.100 | 1907 | |
| 66 | Jeff Pierce | 1.099 | 1882 | |
| 66 | Joe Seidel | 1.099 | 1949 | |
| 68 | Jake Rogers | 1.098 | 1932 | |
| 68 | Prince Lyon | 1.098 | 1904 | |
| 68 | Walker Maynard | 1.098 | 1898 | |
| 71 | Prince Lyon | 1.097 | 1903 | |
| 72 | Herbert Karr | 1.096 | 1904 | |
| 72 | Orlander Gould | 1.096 | 1891 | |
| 72 | Orlander Gould | 1.096 | 1888 | |
| 72 | Ralph Skinner | 1.096 | 1941 | |
| 76 | Evan Botts | 1.095 | 1902 | |
| 76 | Orlander Gould | 1.095 | 1889 | |
| 78 | Pep Carver | 1.094 | 1951 | |
| 78 | Prince Lyon | 1.094 | 1898 | |
| 78 | John Barrett | 1.094 | 1886 | |
| 78 | Orlando Gutierrez | 1.094 | 1956 | |
| 78 | Ernie Oliver# | 1.094 | 1956 | |
| 83 | Adam McRae | 1.093 | 1892 | |
| 83 | Rip Gibbons | 1.093 | 1955 | |
| 85 | Joe Seidel | 1.092 | 1951 | |
| 85 | Isaiah Redding | 1.092 | 1907 | |
| 87 | Monroe Winkler | 1.090 | 1913 | |
| 87 | Dilly Whalen | 1.090 | 1887 | |
| 87 | Dilly Whalen | 1.090 | 1886 | |
| 87 | Bingo Ritchie | 1.090 | 1925 | |
| 91 | Bert Schoonover | 1.089 | 1892 | |
| 92 | Brown Alexander | 1.088 | 1910 | |
| 92 | Charlie Steinberg | 1.088 | 1955 | |
| 92 | Isaiah Redding | 1.088 | 1905 | |
| 92 | Herbert Karr | 1.088 | 1905 | |
| 92 | Edgar Kirkland | 1.088 | 1933 | |
| 97 | Tom McNeese# | 1.087 | 1950 | |
| 97 | Ollie Wait | 1.087 | 1902 | |
| 97 | Dilly Whalen | 1.087 | 1885 | |
| 100 | Ollie Wait | 1.086 | 1896 |
