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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | EFF | YEAR | Open Season Leaderboard |
|---|---|---|---|---|
| 1 | Scott Wilkes | 1.261 | 1878-1892 | |
| 2 | John Martin | 1.220 | 1876-1888 | |
| 3 | Ira McKelvie | 1.219 | 1881-1894 | |
| 4 | Frank Garrett | 1.206 | 1880-1896 | |
| 5 | Steve Airington | 1.201 | 1876-1889 | |
| 6 | Charles Scott | 1.198 | 1884-1896 | |
| 7 | John Harrison | 1.197 | 1880-1892 | |
| 8 | Rick Craig | 1.196 | 1880-1893 | |
| 9 | George Merritt | 1.192 | 1883-1895 | |
| 10 | Eddie Watlington | 1.182 | 1885-1900 | |
| 11 | Phil Kinchen | 1.180 | 1889-1895 | |
| 11 | George Buck | 1.180 | 1886-1898 | |
| 13 | Frederic Johnson | 1.172 | 1887-1901 | |
| 14 | Fred Fulmore | 1.155 | 1890-1903 | |
| 15 | Gil Hice* | 1.154 | 1895-1911 | |
| 16 | John St. Cyr | 1.151 | 1888-1898 | |
| 16 | Ossie Julious* | 1.151 | 1892-1906 | |
| 16 | David Winston | 1.151 | 1887-1904 | |
| 19 | Joe Glenn | 1.149 | 1889-1901 | |
| 20 | Jack James | 1.143 | 1895-1908 | |
| 21 | Johnny Moore | 1.137 | 1903-1911 | |
| 22 | Morris Ford | 1.135 | 1885-1903 | |
| 22 | Lewis Webster | 1.135 | 1894-1902 | |
| 24 | Henry Rodgers | 1.129 | 1895-1905 | |
| 25 | Lew Flagler | 1.125 | 1899-1910 | |
| 25 | Philip Jordan | 1.125 | 1895-1906 | |
| 27 | Harry Lutey | 1.120 | 1898-1913 | |
| 28 | Charlie Astrup | 1.117 | 1901-1911 | |
| 29 | Warren Rox | 1.116 | 1901-1908 | |
| 30 | Tom Lockhart | 1.107 | 1900-1911 | |
| 31 | Jim Gerhart | 1.105 | 1904-1918 | |
| 32 | Elias Laatsch | 1.104 | 1899-1911 | |
| 33 | Charlie Nabb | 1.103 | 1898-1913 | |
| 34 | Phil Miner | 1.100 | 1909-1918 | |
| 34 | Bubba Kollar | 1.100 | 1909-1918 | |
| 36 | Joe Brown | 1.098 | 1899-1907 | |
| 37 | Eli Goucher | 1.097 | 1903-1916 | |
| 38 | Nat Spruce | 1.095 | 1907-1917 | |
| 38 | Jack Noel | 1.095 | 1909-1919 | |
| 40 | Harry Iverson | 1.092 | 1909-1919 | |
| 41 | Archie Wilson | 1.091 | 1914-1922 | |
| 42 | Babe Schlund | 1.089 | 1909-1917 | |
| 43 | Blackie Mefford | 1.088 | 1920-1928 | |
| 44 | Bernie De Bello | 1.087 | 1910-1919 | |
| 45 | John Dickinson | 1.083 | 1907-1921 | |
| 45 | Dick Witcher | 1.083 | 1916-1923 | |
| 47 | Jim Furr | 1.079 | 1916-1925 | |
| 47 | Andy Williams | 1.079 | 1912-1923 | |
| 49 | Tommy Wilson | 1.077 | 1939-1950 | |
| 50 | Joe Ward* | 1.076 | 1908-1927 | |
| 50 | Chick Savidge | 1.076 | 1914-1927 | |
| 50 | Gordie Robertson | 1.076 | 1909-1922 | |
| 53 | Hal Lucas | 1.075 | 1917-1925 | |
| 54 | Frank Betts | 1.074 | 1909-1921 | |
| 55 | Joe Reid | 1.072 | 1917-1923 | |
| 56 | Tom Gates | 1.071 | 1912-1923 | |
| 57 | Harry Porter | 1.068 | 1913-1920 | |
| 58 | Gene Banks | 1.067 | 1910-1921 | |
| 58 | Don Ward | 1.067 | 1927-1939 | |
| 60 | Jim Flemming | 1.066 | 1922-1927 | |
| 61 | Bill Ellis | 1.064 | 1923-1929 | |
| 62 | Jack Peal | 1.061 | 1916-1926 | |
| 63 | Glenn Mowles | 1.060 | 1919-1928 | |
| 64 | Cliff Everett | 1.059 | 1916-1927 | |
| 64 | Ockie Holliday | 1.059 | 1941-1946 | |
| 66 | Gene Aldrich | 1.054 | 1919-1929 | |
| 67 | Charlie Stephens | 1.052 | 1921-1928 | |
| 68 | Pablo Borrego | 1.049 | 1920-1925 | |
| 69 | Hank Bullock | 1.045 | 1927-1936 | |
| 69 | Jim Chandler | 1.045 | 1920-1927 | |
| 71 | Rabbit Forrest | 1.043 | 1930-1942 | |
| 72 | Fred Johnson | 1.040 | 1921-1927 | |
| 73 | Jim Cator | 1.039 | 1917-1928 | |
| 73 | Tom Lorang# | 1.039 | 1960-1974 | |
| 75 | Paul Gould | 1.038 | 1922-1931 | |
| 76 | Gary Carmichael | 1.036 | 1935-1948 | |
| 77 | Glenn Morrison | 1.035 | 1922-1928 | |
| 77 | Tommy Griffin | 1.035 | 1947-1962 | |
| 79 | Ernie Carter# | 1.032 | 1962-1974 | |
| 80 | Ted Stacy | 1.031 | 1945-1958 | |
| 81 | Earle Haley | 1.028 | 1951-1963 | |
| 81 | George McKee | 1.028 | 1960-1972 | |
| 83 | Paul Watson | 1.027 | 1948-1963 | |
| 83 | Luke Weaver | 1.027 | 1946-1958 | |
| 85 | Cal Randall# | 1.026 | 1959-1974 | |
| 85 | John Kincaid | 1.026 | 1927-1939 | |
| 87 | George Helm# | 1.025 | 1969-1974 | |
| 87 | Joe Masters | 1.025 | 1922-1936 | |
| 87 | Nick Remillard | 1.025 | 1950-1962 | |
| 90 | Jim Marshall# | 1.024 | 1969-1974 | |
| 90 | Tommy Allen# | 1.024 | 1968-1974 | |
| 90 | Bob Lopez | 1.024 | 1943-1956 | |
| 93 | Homer Mills | 1.023 | 1944-1959 | |
| 93 | Jesse Taylor# | 1.023 | 1960-1974 | |
| 95 | Ed Stewart | 1.022 | 1931-1942 | |
| 96 | Jim Beard | 1.020 | 1935-1948 | |
| 96 | Ralph Barrell# | 1.020 | 1959-1974 | |
| 98 | Frank Arnold# | 1.018 | 1960-1974 | |
| 98 | Leon Blackridge | 1.018 | 1939-1948 | |
| 100 | Virgil Ewing# | 1.017 | 1960-1974 |
