This happened to me in Seattle recently. I ordered an Uber and there was a long wait, so I went to the taxi queue and got one immediately. The fare in the end was DOUBLE what the quoted Uber fare was. Before that I had assumed fares were the same and the only reason to order an Uber was the convenience of using an App. I haven't hailed a taxi since.