Which has greatest influence?

I have recently upgraded my amp but got to wondering which really has the greatest affect on the quality of sound --the preamp or the amp? Or is there a difinitive answer to that question" I have heard it said that your s ystem is only as good as youre weakest componet. Is this always true?