The problem is it's very variable and you don't know it if you are visiting somewhere. I had a great experience in Madrid, and terrible in Lisbon with normal taxis. Could be just luck of the draw, but with Uber at least if I'm in an unfamiliar place I have some accountability if it does go horribly wrong (taking a long journey for example), with English speaking support.
