We stopped taking cabs years ago when the cab we ordered for very early in the morning didn't show up, ending in a scramble to get to the airport and parked.
What most people like about Lyft or Uber: known price, known route, and backup drivers automatically located if there's an issue with the first driver.
That peace of mind seems worth paying for.