Have you seen the manual entry on Performance Tips?
Especially this bit of advice:
hen targeting mobile devices, you should aim to design significantly simpler games to ensure a good experience. Test on mobiles from the very start of your project to avoid any surprises
Your computer is 10-100x more powerful than your phone, so it's unwise to design a game on your computer and hope it will run the same on your phone!