I generally catch cabs as it's easier for me to put it on my card at the time and get a receipt for tax. All my friends however use uber. They are all pretty vocal about it being cheaper and a better experience.
I don't hold cab and probably would stay away for this reason. Just a heads up for people in different social circles.