> I’d buy these. Say $100 for a frontier class model. Maybe more.

Sure you would. Running frontier class models on current hardware costs in the order of tens of thousands of dollars. It is more likely that these custom ASICs will be priced competitively with that, and not with Super Mario Bros.

Oh, and energy consumption will be in the same order.