Nvidia puts $3 billion into Meta’s stock sale as Muse agent work deepens

Nvidia will invest $3 billion in Meta’s equity offering as the two companies widen their work on Muse, Meta’s AI agent and model family, according to Nvidia’s press release. The deal was also reported by The Information.

More Vera Rubin and Vera CPUs for Meta’s agents

Nvidia says Meta’s Muse models and agents already run on its infrastructure, and that they have delivered frontier-level benchmark performance and a surge in consumer downloads since launch. Those are Nvidia’s own claims; the release gives no benchmark names or download counts.

The practical side is hardware. Meta plans to expand its deployment of Nvidia Vera Rubin systems and Vera CPUs, which Nvidia ties to next-generation AI agents and performance per watt. Meta will also deploy Spectrum-X Ethernet networking and BlueField-4 to improve network efficiency and throughput. The two companies plan optimizations across the workflow to raise inference and training performance and improve total cost of ownership.

A second track is still only under consideration. Meta and Nvidia may work together on the OpenShell Reference Architecture, including OpenShell for safe deployment of agents and Sentry for monitoring their behavior. The release does not say whether that will happen.

On the investment itself, the release says only that Nvidia will invest $3 billion in Meta’s equity offering, and that completion is subject to applicable closing conditions. It gives no share price, share count or ownership stake. So the $3 billion is an announced commitment, not a completed transfer.

“AI agents represent a new computing paradigm”

That is how Jensen Huang, Nvidia’s CEO, framed the tie-up, adding that the companies are expanding their partnership to optimize the infrastructure end to end. Mark Zuckerberg, Meta’s CEO, offered a shorter line in the same release: “Muse is how we bring personal superintelligence to everyone.”

The $3 billion against a $95 billion raise

Nvidia’s release does not describe the size of the offering it is joining. Other coverage does. Techzine, summarizing the filings and reports around the deal, says Meta is seeking up to $95 billion, made up of about $35 billion in immediate offerings and a $60 billion at-the-market share program that would begin by early 2027. The Information and Bloomberg have since run headlines putting the plan at $97.5 billion and $98 billion, so the total appears to have moved by a small amount. By the earlier figure, Nvidia’s $3 billion is roughly 3 percent of the raise.

Nvidia is not alone. Techzine reports that Nvidia, AMD and Broadcom had already signaled interest in buying up to $5 billion of Meta stock combined, and CNBC’s headline says AMD will put in $1 billion alongside Nvidia’s $3 billion. Techzine also cites Meta’s expected 2026 capital spending of $135 billion to $145 billion. Against that, the raise is large, and a supplier’s cash returning to its customer is a notable circular element: Meta is raising money partly from companies that sell it chips.

Suppliers are now financing their customers

The angle here is the numbers in context. Nvidia is not Meta’s only chip partner. Techzine notes Meta also works with AMD, custom chips and outside cloud providers, and is considering selling spare compute capacity. The Nvidia relationship is described as a multiyear, multigenerational agreement covering millions of Blackwell and Rubin GPUs, and the new investment sits on top of it.

The pattern is not unique to Meta. Our earlier report on four banks and Blackstone lining up $63 billion to lease Broadcom chips to Anthropic showed a different financing route to the same end: paying for AI hardware at a scale that cash flow alone does not cover. Here, the chip vendor itself takes an equity position.

The release does not say how Nvidia’s stake will be priced, whether it comes with any purchase commitments, or when the Vera Rubin deployments will arrive. It also gives no cost-of-ownership figures behind its optimization claim. Readers should treat the performance and download claims as Nvidia’s, not as independently verified. What is firm is the headline commitment, its conditions and the hardware list: Vera Rubin, Vera CPUs, Spectrum-X and BlueField-4.

For users of Meta’s apps, nothing changes immediately: neither company announced a new feature, price or region. The change is upstream, in how much Nvidia hardware stands behind Muse and how closely the two companies are now tied financially.