(iOS) This has been a question asked of me many times and my main answers are:
1) The other OSs are fragmented. If you develop a phenomenal app on one, it may not function the same on the others.
2) Your customers are self-selected as having a higher discretionary income than the other OSs, thus resulting in you making more money.
3) iPad