I didn’t ride in cabs that much (US) but I never had the dysfunctional racket experiences described in this thread. They didn’t show up once, but that has happened with Uber too.

edit: And Uber charged me a fee to cancel the no-show ride and I had to call and argue with them to take the charge off.