What US Air Force aircraft has had the most crashes? Some (such as the F-104 Starfighter) were prone to accidents while others such as the (Republic F-105 Thunderchief) had to be pulled from service because of appalling shoot-down rates. The Air Force has suffered many devastating aircraft crashes over the years and continues to suffer them today.