Nvidia Blackwell GPU rental prices hit $4.08 per hour, up 48% in two months on agentic AI demand

Rental prices for Nvidia's Blackwell GPU architecture have reached $4.08 per hour, representing a 48 percent increase from $2.75 just two months ago, according to data from the Ornn Compute Price Index. The Wall Street Journal reports that the surge in demand comes as companies rush to deploy agentic AI systems that require substantial compute resources. Blackwell, Nvidia's next-generation data center GPU architecture announced in early 2024, has become the platform of choice for large-scale AI training and inference workloads. The pricing data from Ornn, which tracks GPU rental markets across cloud providers, shows one of the steepest price increases for data center compute in recent years. The demand spike correlates directly with the commercial rollout of agentic AI products, autonomous systems that perform multi-step tasks without constant human oversight. These applications typically require more sustained GPU hours than traditional inference workloads, putting pressure on available supply in cloud rental markets. Nvidia did not respond to requests for comment on the pricing dynamics. Cloud providers including AWS, Google Cloud, and Microsoft Azure have all reported capacity constraints for high-end AI accelerators throughout the first quarter of 2026.