When you make a selection from a number of objects, in general the word "which" is used rather than "what". In this case "which planet are you on"., rather than "what planet are you on. "What" is usually used in e.g. What are you doing? What do you want for lunch? etc....
"what planet are you on?
British informal used to indicate that someone is out of touch with reality"