AWS has made it into the top500 a few times in fact, though not that high on the list. I think the main issue would be reserving enough machines that have a high performance network between them, which is not a typical cloud need.

But the more interesting question for me is: on an embarrassingly parallel workload, how does Amazon’s full infrastructure compare to these top machines? I’d assume that Amazon keeps that a secret.