The year 2006 saw the Libertarian Movement Party again elect 6 members to congress, but they lost again other Congressman. As a presidential candidate in 2006, Guevara earned almost 10% of the vote. In 2009, Guevara is elected presidential candidate for third time. In February 2010, Guevara lost the Presidential election with 20% of the vote for a third-place finish. Then in 2014 he ran for president one more time, but falling into an 11% of the votes and obtaining 4 members to the Congress one of them being himself.