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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | EFF | YEAR | Open Season Leaderboard |
|---|---|---|---|---|
| 1 | Joe Stanley | 1.086 | 1887-1889 | |
| 2 | Cedro Álvarez# | 1.053 | 1890-1895 | |
| 3 | Ambrosio Hernández# | 1.046 | 1889-1892 | |
| 4 | Jesús Vera# | 1.041 | 1891-1893 | |
| 5 | Mario Varela# | 1.039 | 1888-1890 | |
| 6 | Conor Macdonald# | 1.035 | 1892-1897 | |
| 7 | Luis Machado# | 1.031 | 1888-1891 | |
| 7 | Gabriel Lozano# | 1.031 | 1892-1895 | |
| 7 | Celedonio Mendoza# | 1.031 | 1888-1897 | |
| 10 | Julio Rodríguez# | 1.029 | 1893-1896 | |
| 11 | Odiseo López# | 1.022 | 1889-1895 | |
| 12 | Dalmacio Olvera# | 1.019 | 1887-1892 | |
| 13 | Pedro García# | 1.018 | 1892-1895 | |
| 14 | Marcus Price | 1.016 | 1887-1889 | |
| 15 | Gabriel Arreola# | 1.014 | 1891-1897 | |
| 16 | Pete Dial# | 1.013 | 1893-1897 | |
| 17 | Carlos de Jesús# | 1.011 | 1891-1897 | |
| 18 | Jon Clark | 1.007 | 1887-1889 | |
| 19 | José Veliz# | 1.003 | 1887-1890 | |
| 20 | Frank McKee | 1.002 | 1887-1889 | |
| 21 | Carlos Rodríguez# | 0.995 | 1888-1896 | |
| 22 | Art Sladen | 0.994 | 1887-1889 | |
| 23 | Nathan Winters | 0.990 | 1892-1894 | |
| 24 | Herminio Cortez# | 0.985 | 1889-1892 | |
| 25 | Fred O'Neill# | 0.982 | 1887-1890 | |
| 26 | Danny Napier# | 0.972 | 1895-1897 | |
| 27 | Elliott Walcott# | 0.969 | 1891-1897 | |
| 28 | Quilón Gallegos# | 0.946 | 1887-1897 |
