My gauge always read incorrectly so I used the trip odometer as my gauge. Only got stranded about 2-3 times and always in situations where I knew I was pushing it and wasn't worried about the consequences.
Once it happened while driving a cute girl home but we were already in her neighborhood and it was a nice night for a walk.