Processors for supercomputers are an enormous possible revenue source for Nvidia chips. Did I mention enormous.
Nvidia has become a key player for mobile device processors. You need to be a top dog to survive.
Graphics chips are very complex requiring huge R&D budgets. Few companies other than Nvidia seem interested in investing that kind of capital.
George Gutowski writes from a caveat emptor perspective.