Uber is a premium service that is more expensive than the typical overpriced cab. If service is undercut, something like uber can pop up to provide reliable and quick service. I've gotten an uber cab in 3 minutes at 1 am during pride weekend and 5 minutes in north beach during a sunday morning. Uber is near instant in SF.