Having 2 engines doesn't mean double the risk of failure - that's not the way probability works!
The fatal accident rate for twins after engine failure is higher than that for singles, due to the twin pilot's mindset that the other engine will allow him to fly away under all circumstances.....
Clearly having 2 engines under the right conditions gives you a second chance to keep going.