Delvecchio was a member of the Italy under-21 teams that won the UEFA European Under-21 Championship in 1994 and 1996; in total, he scored 6 goals for the under-21 side in 24 appearances between 1992 and 1996. He also represented Italy at the 1996 Olympics in Atlanta, making three appearances and scoring once.