Nvidia said on Wednesday it will invest $2 billion in artificial intelligence cloud provider Nebius, extending the chipmaker’s aggressive push to shape the infrastructure powering the global AI boom.
A filing with the U.S. Securities and Exchange Commission showed Nvidia agreed to purchase shares representing roughly an 8.3% stake in the Amsterdam-based company at $94.94 per share. Nebius, which is listed on the Nasdaq, surged nearly 14% following the disclosure, trading around $109.72 in afternoon dealings.
The deal denotes how Nvidia, now widely viewed as the central supplier of hardware behind artificial intelligence, is increasingly investing directly in companies that build and operate AI computing infrastructure.
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Nvidia has been embedding itself across the rapidly expanding AI ecosystem—from semiconductor manufacturing to data centers and cloud platforms that deploy its chips, a strategy the investment is believed to reflect.
Demand for AI computing power has surged since the explosion of generative AI tools, forcing cloud providers and startups to build massive data-center networks capable of running advanced machine-learning models.
Nvidia’s graphics processing units (GPUs) remain the dominant chips used to train and run those systems, giving the company extraordinary leverage over the industry’s supply chain.
By investing in infrastructure providers such as Nebius, Nvidia can both accelerate the deployment of its hardware and ensure the continued expansion of AI computing capacity globally.
Nebius’ Massive Data-Center Expansion Plans
Nebius said it plans to deploy more than 5 gigawatts of data-center capacity by 2030, a scale that illustrates the enormous electricity demands associated with modern AI workloads. That level of capacity is roughly equivalent to the electricity consumption of more than four million U.S. households, highlighting the rapidly growing energy footprint of artificial intelligence infrastructure.
To support the build-out, Nebius has significantly increased its spending on infrastructure. The company reported capital expenditure of $2.1 billion in the December quarter, up sharply from $416 million a year earlier, as it accelerates expansion of its computing capacity.
Rise Of The “Neocloud” Sector
Nebius belongs to a new category of AI infrastructure providers sometimes described as “neocloud” companies. Unlike traditional cloud giants that serve a broad mix of industries and computing workloads, these firms focus almost entirely on high-performance infrastructure optimized for artificial intelligence.
Other players in the segment include CoreWeave, which has rapidly gained prominence through multibillion-dollar deals supplying AI computing power to large technology companies.
Nebius and its peers are positioning themselves as specialized providers capable of delivering massive GPU clusters to train advanced models.
That model has already attracted major clients. Nebius has secured large contracts with U.S. technology companies, including a $17 billion infrastructure agreement with Microsoft and a $3 billion deal with Meta Platforms, underscoring the scale of investment flowing into AI computing.
Nvidia’s Expanding Investment Portfolio
The Nebius investment adds to a growing list of high-profile deals through which Nvidia is helping finance the infrastructure underpinning artificial intelligence.
Last year, the company agreed to deploy at least 10 gigawatts of AI systems for OpenAI and later announced a $30 billion investment in the startup, deepening its role in the development of advanced AI models.
Such moves illustrate how Nvidia is evolving beyond a chip supplier into a key financial and strategic backer of companies building the next generation of AI platforms.
However, Nvidia’s growing web of investments has also raised concerns among some analysts and investors.
Many of the companies receiving funding from Nvidia are also major buyers of its chips, creating what critics describe as a form of circular financing in which Nvidia effectively helps fund the infrastructure that purchases its hardware.
Supporters argue the strategy accelerates the rollout of global AI capacity and ensures that computing supply keeps pace with surging demand.
But skeptics warn it could concentrate too much influence over the AI ecosystem in the hands of a single supplier.
Nvidia’s chief executive Jensen Huang framed the Nebius partnership as part of the next phase of artificial intelligence development.
“Nebius is building an AI cloud designed for the agentic era,” Huang said in a statement, referring to a new generation of AI systems capable of performing autonomous tasks rather than simply responding to prompts.
The partnership, he added, will help scale the company’s infrastructure to meet “surging global demand for intelligence.”
The deal highlights the massive financial and energy investments now required to support the AI revolution. Global spending on AI data centers is expected to reach hundreds of billions of dollars in the coming years as technology companies race to build the computing power required for increasingly sophisticated models.
For Nvidia, whose chips sit at the center of that expansion, strategic investments like the Nebius deal help reinforce its position not only as the industry’s dominant hardware supplier but also as a key architect of the infrastructure shaping the future of artificial intelligence.