 On 12 June 2009, Jelenković again came back to Litex Lovech on a long term contract.On 12 March 2011, he made his 250th appearance for Litex in the Bulgarian A PFG, in a 2–1 win over Pirin Blagoevgrad.Jelenković announced his retirement at the end of the 2012–13 season.