While it's definitely interesting comparison, I would say the that key thing is that genius is limited in scope. What I mean by that is given any single genius - we might agree that he is one on subject X but not on subject Y.

With AGI it seems that expectation is to cover all the subjects. Which I think is more like god. You either believe it or you don't. Noone have definite proof of its existence or non-existence.