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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | EFF | YEAR | Open Season Leaderboard |
|---|---|---|---|---|
| 1 | Burt Shotton | 1.154 | 1909-1923 | |
| 2 | Taylor Douthit | 1.087 | 1923-1935 | |
| 3 | Whitey Witt | 1.053 | 1916-1927 | |
| 4 | Clyde Milan | 1.049 | 1907-1922 | |
| 5 | Heinie C Mueller | 1.047 | 1920-1930 | |
| 6 | Alex Metzler | 1.046 | 1925-1934 | |
| 6 | Mike Kreevich# | 1.046 | 1931-1941 | |
| 6 | Doc Cramer# | 1.046 | 1929-1941 | |
| 9 | Max Carey | 1.045 | 1910-1927 | |
| 10 | Baby Doll Jacobson | 1.042 | 1915-1929 | |
| 11 | Harry Brown | 1.041 | 1923-1930 | |
| 12 | Earle Combs | 1.037 | 1924-1937 | |
| 13 | Hack Wilson | 1.036 | 1923-1937 | |
| 14 | Mel Almada# | 1.033 | 1935-1941 | |
| 14 | Ben Chapman# | 1.033 | 1930-1941 | |
| 16 | Harry Rice | 1.031 | 1923-1936 | |
| 17 | Johnny Frederick# | 1.029 | 1929-1934 | |
| 18 | Terry Moore# | 1.027 | 1935-1941 | |
| 19 | Evar Swanson | 1.025 | 1929-1936 | |
| 20 | Amos Strunk | 1.023 | 1908-1924 | |
| 21 | Hi Myers | 1.022 | 1909-1925 | |
| 22 | Lloyd Waner# | 1.019 | 1927-1941 | |
| 23 | Harry Craft# | 1.017 | 1937-1941 | |
| 23 | Len Koenecke | 1.017 | 1932-1937 | |
| 23 | Freddie Lindstrom | 1.017 | 1924-1937 | |
| 26 | Edd Roush | 1.016 | 1913-1933 | |
| 27 | Jimmy Welsh | 1.014 | 1925-1936 | |
| 28 | Larry Rosenthal# | 1.010 | 1936-1941 | |
| 29 | Fred Schulte | 1.005 | 1927-1939 | |
| 30 | Mule Haas | 1.003 | 1925-1938 | |
| 30 | Ernie Orsatti | 1.003 | 1926-1936 | |
| 32 | Sam West# | 1.001 | 1927-1941 | |
| 33 | Johnny Watwood | 0.998 | 1929-1934 | |
| 33 | Sam Chapman# | 0.998 | 1938-1941 | |
| 35 | Ethan Allen | 0.995 | 1926-1939 | |
| 36 | Frank Demaree# | 0.994 | 1931-1941 | |
| 37 | Jo-Jo White# | 0.991 | 1932-1938 | |
| 37 | Ray Powell | 0.991 | 1913-1925 | |
| 39 | Johnny Mostil | 0.989 | 1918-1929 | |
| 40 | Nemo Leibold | 0.982 | 1913-1927 | |
| 41 | Hank Leiber# | 0.981 | 1933-1941 | |
| 42 | Ty Cobb* | 0.977 | 1905-1929 | |
| 43 | Jack Smith | 0.970 | 1915-1928 | |
| 44 | Foy Frazier | 0.967 | 1928-1934 | |
| 45 | Ping Bodie | 0.962 | 1911-1921 | |
| 46 | Bing Miller | 0.950 | 1921-1936 | |
| 47 | Cy Williams | 0.941 | 1912-1930 | |
| 48 | Pepper Martin# | 0.940 | 1928-1940 | |
| 49 | Ira Flagstead | 0.939 | 1917-1930 | |
| 50 | Tris Speaker* | 0.918 | 1907-1929 | |
| 51 | Ed Andrews | 0.000 | 1884-1891 | |
| 51 | Jimmy Barrett | 0.000 | 1899-1908 | |
| 51 | Johnny Bates | 0.000 | 1906-1914 | |
| 51 | Harry Bay | 0.000 | 1901-1908 | |
| 51 | Ginger Beaumont | 0.000 | 1899-1910 | |
| 51 | Joe Birmingham | 0.000 | 1906-1914 | |
| 51 | Steve Brodie | 0.000 | 1890-1902 | |
| 51 | Tom T Brown | 0.000 | 1882-1898 | |
| 51 | Pete Browning | 0.000 | 1882-1894 | |
| 51 | Pop Corkhill | 0.000 | 1883-1892 | |
| 51 | Sam Crawford* | 0.000 | 1899-1917 | |
| 51 | Hugh Duffy | 0.000 | 1888-1906 | |
| 51 | Dave Eggler | 0.000 | 1871-1885 | |
| 51 | Happy Felsch | 0.000 | 1915-1920 | |
| 51 | Dave Fultz | 0.000 | 1898-1905 | |
| 51 | George Gore | 0.000 | 1879-1892 | |
| 51 | Mike J Griffin | 0.000 | 1887-1898 | |
| 51 | Billy Hamilton | 0.000 | 1888-1901 | |
| 51 | Ned Hanlon | 0.000 | 1880-1892 | |
| 51 | Emmet Heidrick | 0.000 | 1898-1908 | |
| 51 | Charlie Hemphill | 0.000 | 1899-1911 | |
| 51 | Paul Hines | 0.000 | 1872-1891 | |
| 51 | Danny Hoffman | 0.000 | 1903-1911 | |
| 51 | Solly Hofman | 0.000 | 1903-1916 | |
| 51 | Bug Holliday | 0.000 | 1885-1898 | |
| 51 | Pete Hotaling | 0.000 | 1879-1888 | |
| 51 | Dummy Hoy | 0.000 | 1888-1902 | |
| 51 | Dick Johnston | 0.000 | 1884-1891 | |
| 51 | Charlie C Jones | 0.000 | 1901-1908 | |
| 51 | Fielder Jones | 0.000 | 1896-1915 | |
| 51 | Benny Kauff | 0.000 | 1912-1920 | |
| 51 | Bill Lange | 0.000 | 1893-1899 | |
| 51 | Tommy Leach | 0.000 | 1898-1918 | |
| 51 | Fred Mann | 0.000 | 1882-1887 | |
| 51 | Armando Marsans | 0.000 | 1911-1918 | |
| 51 | Jimmy McAleer | 0.000 | 1889-1907 | |
| 51 | Jim McTamany | 0.000 | 1885-1891 | |
| 51 | Jim H O'Rourke | 0.000 | 1872-1904 | |
| 51 | Rebel Oakes | 0.000 | 1909-1915 | |
| 51 | Rube Oldring | 0.000 | 1905-1918 | |
| 51 | Dode Paskert | 0.000 | 1907-1923 | |
| 51 | Ollie Pickering | 0.000 | 1896-1908 | |
| 51 | Jack Remsen | 0.000 | 1872-1884 | |
| 51 | Jimmy Ryan | 0.000 | 1885-1903 | |
| 51 | Cy Seymour | 0.000 | 1896-1913 | |
| 51 | Jimmy Slagle | 0.000 | 1899-1908 | |
| 51 | Doc Smoot | 0.000 | 1902-1906 | |
| 51 | Fred Snodgrass | 0.000 | 1908-1916 | |
| 51 | Chick Stahl | 0.000 | 1897-1906 | |
| 51 | Jake Stenzel | 0.000 | 1890-1899 |
