Blackwell GPU rents surge

Renting Nvidia’s newest Blackwell graphics processors in the cloud now costs about $4.08 an hour, up from $2.75 two months ago. (techmeme.com) The price jump comes from Ornn’s Compute Price Index, a benchmark that tracks live spot prices for graphics processor time across cloud and on-premise markets. Ornn said the index covers hardware including Nvidia’s B200 Blackwell chips, H100 and H200 systems, and newer consumer cards. (ornn.com) (prnewswire.com) Reports tied the move to demand for “agentic” artificial intelligence, software that can plan, use tools and carry out multistep tasks with limited human input. Nvidia markets Blackwell for those reasoning-heavy workloads, including coding assistants and other low-latency systems that need fast answers. (nvidia.com) (blogs.nvidia.com) A graphics processor rental market works like short-term power markets: developers buy hours of remote computing instead of owning the machines. When demand spikes faster than cloud supply, spot prices rise first for the newest chips. (ornndata.com) (prnewswire.com) Blackwell matters because it is Nvidia’s current data-center architecture for training and running large artificial intelligence models. Nvidia says the platform is built for generative artificial intelligence, inference and high-performance computing, and describes it as the engine for “AI factories” now in full production. (nvidia.com) Cloud providers have been racing to add that capacity. Nvidia said last year that Oracle Cloud Infrastructure had begun deploying thousands of Blackwell graphics processors for reasoning models and artificial intelligence agents, and this month Vultr said it had become one of the first “Nvidia Exemplar Cloud” providers for Blackwell systems. (blogs.nvidia.com) (hpcwire.com) The squeeze is not limited to one chip family. A report summarizing the Wall Street Journal’s findings said Ornn data showed spot rental prices for Nvidia’s broader graphics processor lineup in cloud data centers have climbed in recent months. (fxbus.com) That leaves artificial intelligence companies paying more to serve products whose economics are still unsettled. The Wall Street Journal report, as cited by Techmeme, said some companies are rationing offerings and products as rental costs climb. (techmeme.com) For now, the clearest signal is the market price itself: scarce Blackwell time is getting more expensive, even as cloud vendors rush more of the chips online. (techmeme.com)