NVIDIA CorporationHuang says AI computing demand is accelerating, with token generation up 25-fold and Grace Blackwell systems renting for $16/GPU-hour, signaling strong end-customer demand for Nvidia's products.

Nvidia CEO Jensen Huang said demand for artificial intelligence computing is accelerating, describing the resulting investment cycle as a flywheel that is "really, really flying." Speaking with CNBC's Jim Cramer at Dreamforce in San Francisco, Huang estimated that a 1-gigawatt Nvidia AI factory costs about $50 billion to $60 billion to build but can generate roughly $50 billion in annual rental revenue, implying a return on invested capital of about one year. He said token generation has increased 25-fold in less than a year, with open models now accounting for nearly 70% of generated tokens, up from about 30%. Huang also said Nvidia Grace Blackwell systems now rent for about $16 per GPU hour, versus roughly $5 under some contracts signed a year ago, and he expects AI testing to become a third major category of infrastructure alongside training and inference, requiring additional data centers.
NVIDIA CorporationHuang says AI computing demand is accelerating, with token generation up 25-fold and Grace Blackwell systems renting for $16/GPU-hour, signaling strong end-customer demand for Nvidia's products.