Jensen Huang put a number on agent compute: 15 to 100 times a human using the same model.

On the August 26 earnings call Huang said "AI has reached its inflection point. It's doing useful work. Its tokens are productive and profitable. Now, compute is revenue," and dismissed the AGI debate as "kind of senseless" in favor of whether AI does profitable work (CNBC). Nvidia posted record revenue of $96.2B, up 106% year over year with data center up 117%, guided next quarter to $108B while still supply constrained, and Huang forecast about 70% fiscal 2028 revenue growth. The 15-100x figure is the one to carry into capacity planning, because it's the vendor's own estimate of what agentic workloads do to demand.