prefer is a verb = like better
I prefer, you prefer, he prefers, we prefer... I preferred, they preferred, you have preferred
I prefer that cake
I prefer staying home.
rather is an adverb, it gives a more precise meaning of a verb near it = somewhat, considerably, more willingly, with more...