Villa Mercedes is best known in football circles as the birthplace of Leonardo Balerdi, but the city has produced 11 documented association football players in total. Other notable players include Nicolás Oróz, Pablo Aguilar, Elías López and Enzo Roldán. Among them are 10 male and 1 female players. Birth years range from 1928 to 2001.