Robert A. Lovett, with whom Arnold worked closely during the war in his capacity as Assistant Secretary of War for Air, stated that Arnold had been as much a casualty of war as if he had been injured in the line of duty.
Umrl je 15. januarja 1950 na svojem domu v Sonomi.