Meta Raises Nearly $100 Billion for AI: Nvidia Takes a $3 Billion Stake in Its Biggest Customer
Nvidia is investing $3 billion in Meta’s equity offering as the Facebook parent raises capital for its AI expansion. The deal gives Nvidia a stake in one of its biggest customers as the companies deepen their work on Meta’s Muse AI assistant and related models.
Meta priced its new common stock at $625 a share. Nvidia has not disclosed the price it will pay or how many shares it will receive. Neither company announced new chip-purchase commitments tied to the investment. Nvidia could benefit if Meta’s shares rise or if Meta buys more of its hardware. But the investment itself does not guarantee additional chip sales.
What Nvidia Gets From the Deal
The expanded partnership focuses on training and running Meta’s AI models, with the aim of improving performance and lowering operating costs. Meta CEO Mark Zuckerberg said the goal is to build “the best personal agents and frontier models for billions of people.”
The deal builds on a February commitment involving millions of Nvidia Blackwell and Rubin chips, CPUs and Spectrum-X networking equipment. Any additional purchases, however, remain unconfirmed.
Why Meta Is Raising Nearly $100 Billion
Meta’s fundraising package grew to about $97.5 billion after it increased its planned common-stock sale to $25 billion from $22.5 billion. The package includes about $35 billion in underwritten common and preferred stock and a separate $60 billion at-the-market program.
The raise comes despite Meta generating about $97 billion in operating cash flow during the first three quarters of 2026 and holding roughly $82 billion in cash and securities. The company is seeking additional capital for its AI infrastructure expansion. Issuing shares reduces reliance on borrowing, but it also dilutes existing shareholders’ ownership.
Meta Has Other Chip Suppliers
Nvidia is not guaranteed to capture all of Meta’s future AI spending. Meta previously agreed to buy up to $60 billion in AMD AI processors over five years, in a deal that included warrants for up to 160 million AMD shares. Meta has also said it will continue buying from other suppliers while developing its own chips.
Meta said Nvidia, AMD and Broadcom had expressed interest in purchasing up to $5 billion of the offering collectively. Those indications of interest are non-binding. Nvidia’s $3 billion investment is the confirmed commitment announced by the company; the broader figure should not be treated as completed purchases by all three suppliers.
The Circular-Financing Question
When a supplier invests in a customer that may use the capital to expand its infrastructure, the supplier can benefit twice: from its equity stake and from potential equipment sales.
There are early signs of interest in Meta’s Muse agent app. Investing.com reported that it became one of the most-downloaded apps within a week of launch. But download rankings alone do not establish sustained use or prove that the product will generate enough revenue to cover its computing costs.
What Investors Should Watch
The key indicators are the final terms of Nvidia’s share purchase, any new disclosure of Meta’s Nvidia hardware orders, and whether Muse can turn early interest into sustained use and revenue.
For Nvidia, the investment offers exposure to Meta’s performance and the possibility of more chip sales. For Meta, it brings capital and closer collaboration with a major supplier. Whether that translates into additional Nvidia orders remains an open question.
