Behind Nscale’s $44.6B Anthropic AI Deal, Lenders May Be Pricing Nvidia’s Credit

AI data center campus under construction in West Virginia, illustrating Nvidia's possible debt guarantee for Nscale

TL;DR · 30-second read

The Short Version

Chipmaker Nvidia is reportedly in talks to co-sign billions of dollars in loans for one of its own customers, much like a parent co-signing a child’s car loan.

The customer, Nscale, is building a huge computing campus in West Virginia for the artificial intelligence company Anthropic, which has agreed to pay $44.6 billion for the first building alone.

If the deal goes ahead, the banks lending the money would be relying on Nvidia’s promise to step in if things go wrong. The company selling the chips would become the safety net for the people buying them.

Nvidia is in talks to guarantee billions of dollars in debt financing for AI cloud provider Nscale’s planned Anthropic data center in West Virginia, The Information reported Thursday, and Bloomberg later corroborated the report. The arrangement is a residual value guarantee. If Nscale defaulted on construction payments, Nvidia would step in, temporarily take over the facility and help find a buyer and a new tenant. The money would help Nscale finance electricity and construction costs. Neither company has announced a deal.

According to Nscale’s IPO filing, Anthropic has signed a $44.6 billion contract for the campus’s first building, which is planned at 460 megawatts and expected to use Nvidia’s next-generation Vera Rubin chips. The two companies are discussing a second deal worth roughly $45 billion for another building. On its own website, Nscale says Phase 1 of the site, called the Monarch Compute Campus, is engineered to host 1.35 gigawatts of AI computing capacity, with delivery targeted by early 2028.

Executive Summary

Nvidia already supports its cloud customers by helping with leases and chip purchases. The arrangement under discussion would go further, extending that support to the construction of a data center. Nscale, a neocloud seeking to go public at a valuation of up to $35 billion, would gain a guarantor far stronger than itself for one of the largest single-tenant AI builds disclosed so far.

The arrangement matters because of who ends up carrying the risk. Nscale is still early in its deployment plans, and its tenant, Anthropic, has been warned by Blackstone that it may receive a below-investment-grade credit rating. That leaves Nvidia as the strongest balance sheet in the deal. If the guarantee is signed, lenders’ worst case would depend largely on Nvidia’s promise rather than on the borrower or the tenant.

The talks come at an uneasy time for AI infrastructure finance. Shares of the neoclouds CoreWeave, Nebius and IREN had each fallen more than 30% in October, CNBC reported. Nvidia has extended roughly $170 billion in investments and credit support to neoclouds and large customers, so how this deal is structured will indicate how much more buildout risk the chip supplier is willing to take on.

Three Credits, and the Strongest One Is the Supplier

Every construction loan is a bet on who pays if something goes wrong. At the Monarch campus, three parties could fill that role. The first is the borrower, Nscale. It had about 25,000 advanced AI chips running in August against plans for nearly 500,000. This month Microsoft pulled out of a planned Nscale site in England after grid power for that site was pushed into the 2030s. The second is the tenant, Anthropic, which brings a $44.6 billion contract for the first building. However, Blackstone has warned investors that Anthropic may receive a below-investment-grade (so-called junk) rating after its IPO. A junk rating would raise Anthropic’s own borrowing costs. The third party is Nvidia.

The residual value guarantee is what shifts lenders’ attention to Nvidia. Under the structure being discussed, if Nscale defaulted on construction payments, Nvidia would step in, temporarily take over the facility and help find a buyer and a new tenant. That clause sets the lender’s worst case. In normal times, Anthropic’s payments would still be what services the debt. But lenders spend most of their effort pricing the bad scenario: a half-built facility and a borrower that cannot pay. In that scenario, recovery would depend on Nvidia’s willingness and ability to honor its commitment, not on Nscale’s balance sheet or Anthropic’s rating.

That is why the talks matter beyond one campus. If the guarantee closes, the credit standing behind a multibillion-dollar AI data center loan would effectively be the chip vendor’s, at least on the downside. Lenders would scrutinize the guarantee’s cap, duration and triggers as closely as they scrutinize the lease itself, and none of those terms has been disclosed.

From Financing Chips to Carrying Construction Risk

Nvidia’s earlier support for cloud providers has mostly covered leases and chip purchases. Those are risks tied directly to Nvidia’s own products. Construction risk is different in kind. It covers earthworks, permits, power and relations with neighbors, and Monarch has already faced several of these. Runoff from the construction site has flooded nearby homes more than once, and the project won state certification in September only after months of negotiations.

The scale is large. Nscale says Phase 1 of Monarch is engineered to host 1.35 gigawatts (1,350 megawatts) of AI computing capacity, with delivery targeted by early 2028 and a stated expansion path to more than 8 gigawatts. The 460-megawatt building contracted to Anthropic would on its own be about a third of that first phase. Nscale bills the site as the first state-certified AI microgrid in the United States. A microgrid is a local power network that can serve a site directly. Building that power supply is part of what the debt would fund, since the financing covers electricity as well as construction costs.

The England episode shows why lenders treat power as a credit issue. A signed customer is worth little if the electricity arrives years late. A construction guarantee from Nvidia would not make power arrive sooner, but it would decide who absorbs the cost if it does not.

What Nvidia Gets, and What It Concentrates

Nvidia’s motive is not hard to see. Anthropic is one of the largest buyers of AI computing power and spreads its infrastructure spending across multiple chipmakers. A 460-megawatt building expected to run Vera Rubin chips is a substantial order to secure. One investor has suggested that Anthropic’s involvement likely explains Nvidia’s interest in keeping the project on track. The guarantee would also deepen ties Nvidia has already built: in September it committed $1 billion in convertible financing to Nscale.

The cost is concentration. A guarantee is a contingent liability, meaning an obligation that only takes effect if something goes wrong. Nvidia already has roughly $170 billion in investments and credit support across neoclouds and large customers. The harder question is correlation. The circumstances in which Nscale defaults would likely be ones where AI demand or AI financing has weakened. That is exactly when a replacement tenant would be hardest to find, and when other Nvidia-backed customers might be under strain at the same time. The October sell-off in neocloud shares suggests some investors are already weighing that possibility.

There is also a reasonable case for the arrangement. Supplier support is a recognized tool in project finance. A strong guarantor can lower borrowing costs and make a project with a signed $44.6 billion customer easier to finance. Whether it is prudent for Nvidia depends on terms that have not been made public, including the size of the guarantee, any fee, and how far Nvidia’s obligation extends once it takes over a facility.

Background

Nscale designs, builds and operates AI data centers optimized for model training and inference, the work of running trained AI models for users. Its own sites include Glomfjord and Narvik in Norway, Loughton in the UK and Ward County in Texas, and it uses partner-run sites in Norway, Iceland, Portugal, the UK and North Carolina. Glomfjord currently delivers 30 megawatts of operational compute capacity. The West Virginia campus is by far Nscale’s largest stated ambition, with 1.35 gigawatts planned for Phase 1 alone.

Nscale belongs to a group of companies known as neoclouds. These are specialist providers that rent out AI computing power without a cash-rich core business to fund their buildouts, so they rely heavily on debt, equity and supplier support. Nvidia has become one of the sector’s biggest backers. Investors have meanwhile grown wary of how much money these projects need, which shows in October’s sharp declines in neocloud share prices.

Sources

Source: Nvidia weighs playing the cosigner for Nscale’s AI data center in West Virginia (TechCrunch) on Nvidia’s talks to guarantee debt for Nscale’s Anthropic campus.

Primary sources: Nscale, West Virginia United States: Monarch Compute Campus.