Anthropic wants another $45B in computers to win the AI power war
Anthropic is reportedly negotiating a second $45 billion compute deal with Nscale, proving the AI race is now a war for chips and power.
Business · Source: Reuters
What happened
Anthropic is reportedly in advanced talks with Nscale for a second 45 billion computing contract. The proposed agreement would secure another 460-megawatt building at the Monarch Compute Campus in West Virginia. This massive capacity will run entirely on Nvidia Vera Rubin accelerators. The negotiations follow a nearly identical six-year, 45 billion lease signed just this past August.
If completed, Anthropic's total reported commitment at the West Virginia site would hit roughly 90 billion. The AI developer is not stopping there. Anthropic also holds a right of first refusal on an expected third building at the campus. Delivery for the first phase of the Monarch site is slated to begin in late 2027, with the campus designed for 1.35 gigawatts across more than 2,250 acres in Point Pleasant.
Nscale desperately needs this anchor commitment. The data center developer is facing a bumpy road to its planned New York Stock Exchange IPO under the ticker NSCL. Investors are pushing back hard on Nscale's 30 billion valuation target, telling bankers that a 16 billion to 19 billion price tag would draw more buyers. The pricing dispute unfolds against severe delivery problems, as Nscale's flagship Norwegian facility is running six months late and Microsoft recently backed out of a UK data center agreement due to grid constraints.
Key facts
- $45 billion — Reported value of the second compute deal being negotiated
- 460 MW — Capacity of the proposed second building at Monarch campus
- $16 billion to $19 billion — Valuation range investors want for Nscale's IPO, down from a $30 billion target
- 6 months — Delay on Nscale's flagship Norwegian facility
Why it matters
The barrier to entry for frontier AI is officially moving from algorithmic talent to sheer infrastructure capital. Startups building foundational models cannot compete with 90 billion hardware leases. The moat in this industry is no longer just the model architecture or the training data. It is the physical electricity and the chips required to train and run them at scale. Whoever controls the power grid controls the future of artificial intelligence.
Concentration risk is becoming a massive vulnerability in the AI supply chain. Anthropic is doubling its exposure to a single pre-IPO infrastructure provider that is already struggling to deliver on time. If Nscale fails to secure power or finish construction at the Monarch campus, Anthropic's roadmap for future Claude models could hit a brick wall. The setback with Microsoft in the UK illustrates the extreme difficulty of turning large AI computing commitments into operating facilities when power connections lag behind construction plans.
For builders
Stop competing on raw compute power
You cannot outspend Anthropic or OpenAI on hardware. Independent builders must pivot to highly specialized, vertical AI applications where proprietary data and domain expertise beat brute-force compute. The foundational model layer is now exclusively a billionaire's game.
Watch out for cloud delivery delays
Compute commitments on paper do not equal operational servers. Startups relying on emerging cloud providers must build redundancy into their infrastructure plans. Power grid constraints are delaying data centers globally, and you do not want your product launch tied to a delayed substation.
Look for edge computing opportunities
As massive centralized data centers face multi-year power delays, decentralized compute will become more valuable. Founders who build tools to optimize local inference or run smaller models on edge devices will find eager buyers looking to bypass the cloud bottleneck.
My take
I look at this and see a massive, terrifying gamble. Anthropic is underwriting billions in unbuilt capacity from a company that just lost Microsoft over power delays in the UK. The AI race is turning into a brutal real estate and electricity war. The smartest model in the world will not matter at all if you cannot plug the servers into the wall.
Original reporting: Reuters. This is my rewrite and opinion.