How do you know they give their own web page a pass? It could be scored low and Google just doesn't care, or like all of us, has other priorities. The fact that Google recommends lightweight pages, and still builds heavy pages is contradicting, but doesn't mean they've built in some sort of "whitelist" for their own sites.