He finished second in the 1953 Indianapolis 500 behind Bill Vukovich. Despite it being one of the hottest Indy 500s on record, Vukovich and Cross completed the entire race without relief. Driver Carl Scarborough died from the heat. Cross' car was the "Springfield Welding Special", which was owned by Bessie Lee Paoli, who was the only female owner at the time.