Nvidia is investing $2 billion in Nebius Group, an Amsterdam-based AI cloud provider, in a deal that pairs fresh capital with a deeper technical partnership aimed at scaling “AI factories” and speeding up AI inference services. Nebius shares jumped in U.S. premarket trading after the news, highlighting investor focus on companies building large, GPU-heavy data centers.
Quick takeaways
- Nvidia will invest $2 billion in Nebius as the companies expand a “full-stack” AI cloud partnership.
- Nebius says the funding supports its Full-Stack AI Cloud and greenfield data center development.
- The investment is structured as a pre-funded warrant for 21,065,936 Class A shares with a $0.0001 exercise price.
- Nvidia agreed to a six-month lock-up on selling the warrant or the underlying shares without Nebius’s consent.
- The companies say the partnership targets more than 5 gigawatts of Nvidia systems deployed by end of 2030—a power scale typically associated with major utilities and hyperscalers.
What was announced
Nvidia and Nebius said they are broadening their collaboration to build and operate AI-focused cloud infrastructure—from data-center design to the software stack that runs AI models in production. In their joint announcement, Nvidia described AI as entering an “agentic” phase, where software agents can handle multi-step tasks, a shift that could increase demand for compute in both training and day-to-day inference.
Nebius positions itself as an AI-first cloud provider, arguing that purpose-built infrastructure and tight hardware-software integration can translate into better performance and faster deployment cycles for companies building AI products.
How the $2 billion investment works
In a regulatory filing, Nebius said it entered into a securities purchase agreement with Nvidia and will sell a pre-funded Class A ordinary shares purchase warrant in a private placement for gross proceeds of about $2 billion.
Key terms disclosed by Nebius include:
- Shares covered: 21,065,936 Class A ordinary shares
- Exercise price: $0.0001 per share
- Timing: exercisable any time after issuance until fully exercised
- Restriction: Nvidia agreed not to dispose of the warrant or underlying shares for six months without Nebius’s written consent
This structure is economically similar to equity while using a warrant format, which can matter for mechanics like settlement and reporting, but it still represents a significant ownership stake once exercised.
What Nebius says it will do with the money
Nebius says the proceeds are intended to support:
- investments needed to develop its Full-Stack AI Cloud, and
- the development and construction of greenfield data centers.
For AI cloud providers, that typically means buying GPUs and networking gear, securing long-term power, building or leasing facilities, and funding the engineering teams needed to run large GPU fleets efficiently.
The big goal: more than 5 gigawatts by 2030
Nvidia and Nebius say the partnership is designed to enable Nebius to deploy more than 5 gigawatts of capacity by the end of 2030. That’s an enormous infrastructure ambition in power terms, and it underscores the industry’s shift: the limiting factor for AI expansion is increasingly electricity, grid access, cooling, and construction timelines—not just chips.
Reuters also highlighted how large that figure is in everyday terms, noting it’s roughly comparable to powering more than 4 million U.S. households.
What the partnership includes (beyond buying GPUs)
The companies say they will collaborate across four main areas:
- AI factory design and support — design materials, reviews, early samples, and system software support.
- Inference and agentic AI stack — optimizing production inference and tooling with Nvidia’s software technologies and libraries.
- AI infrastructure deployment — early adoption of Nvidia’s next-gen platforms, including Rubin, Vera CPUs, and BlueField systems.
- Fleet management — monitoring GPU health and using software recommendations to improve uptime and efficiency.
In plain English: this is not just a financing headline. It’s Nvidia helping a cloud partner standardize how AI data centers are built and operated, which can shorten deployment time and improve utilization—two variables that heavily influence profitability in GPU cloud.
Why this matters for investors and households
For investors, the deal is another signal that the “AI buildout” theme is broadening beyond chipmakers to the companies that can reliably supply GPU capacity, power, and operations expertise. Nebius’s premarket move reflects how sensitive these stocks can be to large funding and partnership announcements.
For households, the connection is indirect but real: AI infrastructure spending influences tech-sector earnings, demand for electricity and grid investment, and—over time—how quickly AI services get embedded into everyday products and workplaces. The winners aren’t always the biggest brands; often it’s the firms that can execute on power, construction, and high-uptime operations at scale.
SOURCES
- Reuters — “Nvidia to invest $2 billion in AI cloud firm Nebius”
- U.S. SEC (Nebius Form 6-K) — “Private Placement of Pre-Funded Warrant” (March 11, 2026)
- NVIDIA Newsroom — “NVIDIA and Nebius Partner to Scale Full-Stack AI Cloud” (March 11, 2026)
DISCLAIMER
General information only; not financial advice.