They're surprisingly sturdy, and I think the chance of one falling off would be extremly slim. You're probably several times more likely to lose a bike on a trunk rack. I admit that they still always make a bit nervous, and I don't know if I'd be comfortable putting an expensive bike on one. The main issue I have with them though, is that they're often already filled with bikes.