Where are you located? In Houston before Uber or Lyft I'd routinely get taxi's that wouldn't show up or would show up 6 hrs late. I've had a problem several times with taxi's being rude to my wife. And I've had several female friends who despite riding an Uber 100x more than Taxi's in their life have several times felt unsafe in a Taxi and never felt unsafe in an Uber.