Analysis
Anthropic agreed on Aug. 31 to pay $35 billion to Lambda, an AI cloud provider backed by Nvidia, for GPU computing capacity anchored at a data center under construction in Nueces County, Texas, Bloomberg reported. The structure is unusual even by this year's standards for AI mega-deals: Anthropic pays Lambda, Lambda installs Nvidia hardware, and Nvidia itself holds the lease on the underlying facility and pays the site's developer rent, according to people familiar with the arrangement cited in multiple reports Monday.
The facility sits at Hut 8's Beacon Point campus, a site the Toronto-based company -- which spent years as a bitcoin miner before pivoting into AI infrastructure -- has been building out through 2026.
- Hut 8's first Beacon Point lease (May 2026): 15-year term, $9.8 billion contracted value, 352 megawatts
- Hut 8's combined Beacon Point leases: $19.6 billion contracted value across 704 megawatts, per Forbes
“Hut 8's stock rose on the news, a reminder that data-center landlords are becoming direct beneficiaries of AI capex regardless of which lab is renting the compute.”
Anthropic's new commitment sits on top of that existing lease structure rather than replacing it -- a three-party stack of tenant, cloud operator and landlord that didn't exist in this form even a year ago.
A pattern: Anthropic's compute-buying spree
- Volta -- $10B (early August): computing capacity from a Volta-operated data center in Norway
- Nscale -- $45B, six-year deal (Aug. 26): 460 megawatts of Nvidia's next-generation Vera Rubin chips at Nscale's Monarch Compute Campus in Mason County, West Virginia, expected online in late 2027 -- part of the same IPO-prep infrastructure buildout Pulse has tracked
- Lambda -- $35B (Aug. 31): this deal, anchored at Hut 8's Beacon Point site in Texas
Three disclosed compute commitments in under a month add up to roughly $90 billion, arriving as Anthropic prepares for a public listing it filed confidentially for in June.
Why Nvidia is holding the lease
What makes the Lambda deal different from a standard cloud-capacity purchase is Nvidia's position inside it. Nvidia supplies the GPUs Lambda installs, holds an equity stake in Lambda as a cloud operator, and -- per the reported deal terms -- pays Hut 8 the rent on the physical site itself. That's three distinct points of exposure to the same transaction, prompting one Yahoo Finance analysis to ask directly whether the arrangement amounts to circular financing -- Nvidia effectively subsidizing the infrastructure that generates demand for its own chips, rather than a straightforward third-party sale.
Critics of this structure argue it makes headline compute figures harder to read as pure demand signals: when the chip supplier is also the landlord and an investor in the operator sitting between it and the end customer, the $35 billion price tag reflects negotiated terms across three related parties rather than an arm's-length market price. That doesn't mean the underlying compute won't get used -- Anthropic's own disclosed revenue run-rate, which Pulse has tracked climbing toward $65 billion, suggests real training and inference demand behind these purchases. But it does mean the deal size alone shouldn't be read as independent confirmation of that demand the way a cash purchase from an unrelated vendor would be.
Hut 8's stock rose on the news, a reminder that data-center landlords are becoming direct beneficiaries of AI capex regardless of which lab is renting the compute. The clearer test of whether this spending reflects durable demand will come from Hut 8's own disclosures on Beacon Point occupancy once the facility comes online, not from the contracted dollar figure announced this week.
