AI Infrastructure Wars Are Officially Here — Nvidia’s $2B Nebius Push Just Turned Up the Heat

Nvidia (NASDAQ:NVDA) is investing $2 billion in artificial intelligence cloud company Nebius to develop a full-stack AI cloud platform for developers and enterprises.

The partnership will support Nebius in deploying more than 5 gigawatts of Nvidia-powered capacity by the end of 2030, the companies said in a March 11 statement.

“AI is at another inflection point — agentic AI, driving incredible compute demand and accelerating infrastructure buildout,” Nvidia CEO Jensen Huang said in the statement.

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Nvidia and Nebius said in the March 11 statement that the partnership deepens ties across the full AI technology stack and will include collaboration on factory design, inference software, infrastructure deployment and fleet management. Nebius will also get early access to Nvidia systems as it builds out capacity.

Nvidia will support Nebius with partner design materials, design review processes, early samples, system software support and technical reviews, the companies said. That work will include early adoption of Nvidia computing architectures, including the Rubin platform, Vera CPUs and BlueField storage systems.

The companies will also create an inference and agentic AI stack for developers and enterprises, along with fleet health tools focused on GPU monitoring and software recommendations.

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The deal follows Nvidia’s expansion into AI…