Internal combustion engines are remarkably reliable. I have driven cars for 32 years, and I can't recall *ever* having the engine quit on me while driving (other than being out of fuel once or twice when I was young). Unable to start, but not just stopped while running. It surely happens, but it's very rare.
Airplane engines are simpler than car engines generally, but they also use older technology. Airplane engines run far fewer hours than car engines, but at a much higher percentage of their rated power. Overall, reliability might be a wash compared to car engines.
This assumes you maintain them and keep fuel and oil in them, of course...