Now obviously economies of scale apply here, but even still - is this realistic?
No it isn't. Guess how much an NVidia Tesla costs?
Spoiler: Typically over $2000, and for not that much more card than your typical quarter cost gaming card. Same thing you'd see for an ATI style mining card.