Glenn stayed in the Marines after the war. In the Korean War, he shot down three enemy planes and flew in 63 combat missions. On July 16, 1957, then-Major Glenn set the transcontinental air speed record, flying a F8U-1 Crusader from NAS Los Alamitos to Floyd Bennett Field, Brooklyn, in 3 hours, 23 minutes, and 8.4 seconds.