 After two years there, Peković joined the national champions Partizan in July 2005.With Black and Whites, he won three consecutive Basketball League of Serbia titles, two Adriatic League and Radivoj Korać Cup titles.Peković was named the MVP of the Adriatic League Final Four in 2008.