Castelar is best known in football circles as the birthplace of Claudio Borghi, but the city has produced 9 documented association football players in total. Other notable players include Mariana Larroquette, Marco Torsiglieri, Jorge Ortiz and Damián Grosso. Among them are 8 male and 1 female players. Birth years range from 1964 to 2004.