Welcome to Global Data Center Hub. Join investors, operators, and innovators reading to stay ahead of the latest trends in the data center sector in developed and emerging markets globally.
TL;DR
Anthropic has reportedly signed a $35 billion, six-year cloud computing agreement with Lambda covering roughly 350 megawatts at Hut 8’s Beacon Point campus in Nueces County, Texas. The Wall Street Journal reported the agreement, and Reuters confirmed it with a single source familiar with the matter. No party has confirmed the terms, and Anthropic, NVIDIA, Lambda and Hut 8 have all declined to comment or not responded.
Hut 8’s disclosed leases price Beacon Point at $1.86 million per megawatt a year, fixed for fifteen years with a 3.0 percent annual escalator. That figure comes from Hut 8’s own disclosure of $19.6 billion of base-term contract value across 704 megawatts. It is the only price in this transaction that appears in a company filing.
The reported compute contract prices at roughly nine times the rent underneath it, and only the rent sits inside the security package. Hut 8 closed $4.25 billions of senior secured notes against fifteen years of triple net rent from a high-investment-grade tenant in June 2026, two months before any Anthropic agreement was reported.
Part One: The Record
Anthropic has signed a cloud computing agreement worth $35 billion with Lambda, according to a source familiar with the matter cited by Reuters on August 31, 2026.
The Wall Street Journal reported the agreement first. No party has confirmed the terms.
Anthropic declined to comment, and NVIDIA, Lambda and Hut 8 did not respond to requests for comment.
Bloomberg reported that the arrangement covers roughly 350 megawatts at a data center in Nueces County, Texas, developed by Hut 8.
A source familiar with the deal told AFP that the term runs six years.
Reported Structure And Counterparty Roles
The Wall Street Journal reported that NVIDIA holds the lease on the data center and reached its own agreement with Hut 8 some weeks before the Anthropic agreement.
Under the structure the Journal described, Lambda installs NVIDIA chips at the facility and sells the resulting compute capacity to Anthropic.
The Journal reported that Lambda pays NVIDIA an undisclosed amount for access to the space, and that NVIDIA is an investor in both Anthropic and Lambda.
The Financial Times identified NVIDIA as the previously unnamed Beacon Point tenant on July 28, 2026, citing five people familiar with the arrangement.
Reuters reported that it could not independently verify the identification.
NVIDIA has not confirmed it, and Hut 8 has not named the tenant.
Beacon Point Leases And Disclosed Terms
Hut 8 disclosed the underlying leases directly. On July 20, 2026, the company announced a second fifteen-year lease for 352 megawatts of IT capacity at Beacon Point, executed with the same high-investment-grade tenant that signed the Phase 1 lease.
The second lease carries a base-term contract value of $9.8 billion inclusive of a 3.0 percent annual base rent escalator, and it doubles that tenant’s contracted capacity at the campus to 704 megawatts.
Hut 8 stated that base-term contract value for the full campus rises to $19.6 billion.
Both leases are triple net. Hut 8 expects average annual net operating income of $1.31 billion across the campus once stabilized.
Three five-year renewal options per lease would increase potential campus-level contract value to $50.2 billion if all are exercised.
Power Supply And Delivery Timeline
Beacon Point sits on 525 acres in Nueces County and is secured by an interconnection agreement with AEP Texas for 1,000 megawatts of utility capacity.
Hut 8 stated that it redesigned the first data hall around NVIDIA’s architecture, raising capacity 57 percent within the same land and utility footprint.
The second phase is designed to the NVIDIA DSX reference architecture. Initial energization remains on schedule for the first quarter of 2027, and Hut 8 expects initial Phase 2 data hall delivery in the second quarter of 2028.
Lambda priced a $926 million senior secured term loan B on August 27, 2026, with Morgan Stanley as lead and MUFG as joint bookrunner, to fund GPU infrastructure for a committed customer deployment.
Neither Anthropic nor Lambda has disclosed a start date for capacity under the reported agreement.
Part Two: The Read
The Signal Is $1.86 Million Per Megawatt
Hut 8’s disclosed leases price Beacon Point at $1.86 million per megawatt a year, fixed across a fifteen-year base term and rising 3.0 percent annually.
That figure is Hut 8’s own arithmetic: $19.6 billion of base-term contract value across 704 megawatts and fifteen years.
Coverage of the Anthropic agreement has carried Hut 8’s rent and the reported compute contract in the same articles without ever dividing one into the other.
Everything that determines who is exposed to what lives in the distance between those two numbers.
The Financeable Document Is The One Hut 8 Filed
Hut 8 closed $4.25 billions of senior secured notes for Beacon Point in June 2026, two months before any Anthropic agreement was reported.
That paper is secured against fifteen years of triple net rent from a high-investment-grade tenant.
Lenders sized it on lease cash flow with a fixed escalator and a named credit tier attached.
Anthropic’s compute contract has no public existence beyond reporting.
Hut 8’s leases sit in company disclosure with terms, escalators and renewal options attached.
When a project needs capital, the document that carries a rating carries the deal.
The practical consequence over the next four quarters is that any lender pricing exposure to this campus is pricing a real estate lease with a chip vendor’s name reportedly on it, and the AI offtake below that lease sits outside the security package entirely.
The same gap between disclosed dates and announced dollars runs through an entire market in Saudi Arabia's LEAP 2026: $15 Billion, Two Hyperscaler Regions, One Sovereign Operator.
Nine Dollars Of Compute Sit On One Dollar Of Rent
Take the reported figures at face value for one calculation. $35 billion across roughly 350 megawatts over six years works out to $16.7 million per megawatt a year, derived entirely from figures no party has confirmed.
Hut 8’s disclosed rent on the same class of space is $1.86 million per megawatt a year.
The compute contract prices at roughly nine times the rent beneath it.
That spread buys everything the shell does not contain. GPUs, networking, power, cooling, staffing, and the operator’s return all come out of it.
Most of it buys silicon. Silicon depreciates on a two-to-three-year cadence, and the building depreciates over decades.
A structure that places fifteen years of fixed rent underneath a six-year compute contract has put the durable claim on the shell and the perishable claim on the hardware.
Anyone financing GPUs into this campus over the next twelve to twenty-four months is underwriting what that hardware is worth when the contract is halfway through and the chips are two generations old.
The Escalator Runs Longer Than Any Chip Generation
Hut 8’s leases run fifteen years with a 3.0 percent annual escalator and three five-year renewal options that could carry campus contract value to $50.2 billion.
Phase 1 energizes in the first quarter of 2027.
Phase 2 data halls arrive in the second quarter of 2028. By the time Phase 2 delivers, the equipment installed in Phase 1 is a generation behind.
The landlord holds a fifteen-year claim with a known escalator and no exposure to which chips fill the halls. The renewal options belong to the tenant.
Whoever installs the silicon absorbs all of the obsolescence.
That asymmetry explains why former bitcoin miners keep winning these contracts.
Hut 8 took a greenfield site in Nueces County to full commercialization against 1,000 megawatts of AEP Texas interconnection in a matter of months.
The scarce asset was the interconnection agreement, and the party holding it wrote fifteen-year triple net leases against it.
Underwrite The Lease Before The Offtake
Private Capital. Beacon Point paper is investment-grade real estate cash flow carrying an AI label.
Firms bidding on the $4.25 billion notes or on comparable special purpose vehicle issuance should price the lease term, the escalator, the tenant’s credit tier and the renewal optionality, and treat the compute contract above as information about demand.
Funds that underwrite the AI story pay an AI premium for rent. Funds that wait for the tenant to be confirmed in a filing will bid against a repriced curve, because that confirmation is the event that compresses the spread.
Public Markets. Hut 8 reports 949 megawatts of contracted capacity, $26.6 billion of aggregate base-term contract value and average annual net operating income above $1.75 billion.
Beacon Point accounts for 704 of those 949 megawatts under two leases with a single tenant.
Holders should track tenant concentration disclosure and the delivery dates in the first quarter of 2027 and the second quarter of 2028.
The equity trades on compute demand while the cash flows are rent, and the cost of missing that distinction is owning a landlord at a neocloud multiple.
Operators. Hut 8 secured 1,000 megawatts from AEP Texas before it had a tenant, then redesigned Phase 1 around NVIDIA’s architecture and lifted capacity 57 percent inside the same footprint.
Operators holding live interconnection agreements in ERCOT and comparable markets can write leases on these terms now.
Operators still in queue will lease at whatever price the first movers have already set, and Beacon Point has now set one in public.
The Next Lease Prices Against Beacon Point
Beacon Point has established a public benchmark. $1.86 million per megawatt a year, fifteen years, 3.0 percent annual escalation, triple net, with three five-year renewals behind it.
Every developer negotiating a hyperscale lease over the next four quarters will have that number put in front of them by a counterparty, and every lender will use it to size the next special purpose vehicle.
The reported $35 billion above it will be remembered as a demand signal long after the headline fades.
The open question is which number gets confirmed first. If the tenant identification appears in a filing before Phase 1 energizes in the first quarter of 2027, the lease becomes a rated benchmark and the spread on the next gigawatt campus compresses against it.
If it does not, the market spends another year pricing a gigawatt of Texas real estate on five anonymous sources and a press release that names nobody.
The split between the filed lease and the reported compute deal is the useful part here. That $1.86 million per megawatt rent is real paper. The $35 billion headline is still just reported. It is a good reminder that a lot of AI stories sit on top of pretty old school real estate and financing logic. If you miss that layer, it is easy to price a landlord like a chip business.
AEP loves Bloom Energy! To the moon.