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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | EFF | YEAR | Open Season Leaderboard |
|---|---|---|---|---|
| 1 | Ken Shaffer | 1.063 | 2000-2009 | |
| 2 | Dillon Rodriquez# | 1.062 | 2015-2023 | |
| 3 | Gary Dineen | 1.053 | 2000-2016 | |
| 4 | Aaron Kay | 1.051 | 2000-2013 | |
| 5 | Sean Baran# | 1.050 | 2015-2023 | |
| 6 | Willie Castanon | 1.048 | 2011-2020 | |
| 7 | Jose Figueroa# | 1.046 | 2011-2022 | |
| 8 | Jimmy Frew# | 1.044 | 2018-2023 | |
| 9 | Willie Torres | 1.043 | 2010-2016 | |
| 10 | Maik Penn# | 1.041 | 2016-2023 | |
| 11 | Pat Marchitto# | 1.036 | 2017-2023 | |
| 12 | Julio Gonzalez | 1.034 | 2007-2019 | |
| 13 | Matt Shaulis | 1.031 | 2001-2010 | |
| 13 | Jeremy Yamakawa | 1.031 | 2005-2020 | |
| 15 | Bill Garcia | 1.029 | 2006-2020 | |
| 15 | Rich Noble | 1.029 | 2000-2011 | |
| 17 | Mike Beavers | 1.028 | 2008-2020 | |
| 17 | Jorge Padilla | 1.028 | 2009-2021 | |
| 19 | Jerry Wilson | 1.026 | 2000-2006 | |
| 20 | Willie Martinez | 1.025 | 2002-2011 | |
| 21 | John Austin# | 1.020 | 2018-2023 | |
| 22 | Josh Kennedy | 1.018 | 2011-2018 | |
| 22 | Emmanuel Haigler | 1.018 | 2003-2018 | |
| 24 | Tony Ochoa# | 1.017 | 2012-2023 | |
| 25 | Yasuro Sugimoto | 1.014 | 2011-2018 | |
| 26 | Jesus Irizarry | 1.011 | 2005-2016 | |
| 27 | Melvin Vargas | 1.010 | 2006-2016 | |
| 27 | Shane Jenkins | 1.010 | 2000-2013 | |
| 29 | Bob Ortiz | 1.008 | 2011-2018 | |
| 30 | Harry Guertin | 1.006 | 2005-2012 | |
| 31 | Roger Laib | 1.005 | 2007-2018 | |
| 32 | Fernando Rodriguez | 1.002 | 2007-2018 | |
| 33 | Andrew Baltzley# | 0.999 | 2020-2023 | |
| 33 | Brett Byrnes | 0.999 | 2001-2016 | |
| 35 | Bronson Clark | 0.998 | 2007-2018 | |
| 35 | Juan Gonzalez# | 0.998 | 2013-2023 | |
| 37 | George Reed | 0.995 | 2000-2011 | |
| 38 | Jon Wagner# | 0.994 | 2019-2023 | |
| 39 | Jay Thibodeaux# | 0.991 | 2014-2023 | |
| 39 | Juan Ortega# | 0.991 | 2012-2022 | |
| 41 | Danny Solis | 0.990 | 2008-2019 | |
| 42 | Josh Miller | 0.989 | 2000-2013 | |
| 43 | Gabriel Perez | 0.988 | 2006-2018 | |
| 44 | John Jackson | 0.982 | 2000-2009 | |
| 45 | Dan Hartley | 0.979 | 2001-2010 | |
| 46 | Osvaldo Avila | 0.978 | 2012-2021 | |
| 47 | Jason Armstrong | 0.975 | 2009-2018 | |
| 47 | Pablo Vegas* | 0.975 | 2000-2012 | |
| 49 | Jose Gonzales | 0.968 | 2001-2012 | |
| 49 | Miles Hayes | 0.968 | 2000-2012 | |
| 51 | Jason Mata# | 0.966 | 2016-2022 | |
| 52 | Jonathan Ashley# | 0.964 | 2004-2021 | |
| 53 | Jeff Coleman# | 0.946 | 2015-2023 | |
| 54 | Jalen Armour | 0.926 | 2000-2011 |
