Why would they ever be not the case
? If you ignore sysadmin costs AWS is always more expensive (even when reserved for three years) than any machine you maintain yourself
I do my own sysadmin work when needed, but I find plenty of places where I'm gladly willing to make the relatively small concession (pay the cloud markup). In the case of GPU instances I find they're not even trying to be competitive with market costs.