On day four of competition, in Peroni's second event at the 2020 Olympics, he advanced the 4x200-meter freestyle relay to the final in the prelims heats with his fellow prelims-relay swimmers Drew Kibler, Patrick Callan, and Andrew Seliskar. The finals relay did not medal, finishing fourth overall.