 After three years of limited appearances in the first team he moved to Atlético Rafaela of the Argentine 2nd division for the Clausura 1997 season.In 1998 and 1999, Cantoro played for Universitario de Deportes of Peru before having short spells with Club Blooming of Bolivia and Ascoli in Italy.He joined Wisła Kraków in 2001, where he became one of the most widely recognised players in the country, and a club icon.