Cloud & Infrastructure

Anthropic Plans to More Than Double Its AI Compute Capacity in 2027

The Claude maker plans to more than double its computing capacity in 2027, the New York Times reports. Its IPO filing puts commitments at $895.4 billion.

By Olivia Grant Edited by Samantha Reed Published: Updated:
Anthropic Plans to More Than Double Its AI Compute Capacity in 2027
Anthropic is lining up more data center capacity to train future Claude models and meet customer demand. Photo: panumas nikhomkhai / Pexels

Key Notes

  • The New York Times reports that Anthropic plans to more than double its computing capacity in 2027 to support model development and customer demand.
  • Anthropic’s amended IPO filing discloses $895.4 billion in purchase and lease commitments, with nearly $70 billion due in the year after September 2026.
  • Google and Broadcom are expected to start delivering new TPU capacity in 2027, while Anthropic warns that financing and delivery delays could limit when contracted capacity can go live.

Anthropic plans to more than double its computing capacity in 2027, according to The New York Times. The expansion comes as the company prepares for its Nasdaq debut and signs deals with cloud providers, chipmakers and data center operators to secure enough capacity to train new models and serve more Claude users. Times report

The buildout gives investors a second set of numbers to track alongside Claude’s revenue growth. Anthropic disclosed $895.4 billion in purchase commitments and leases in its amended prospectus, nearly all related to computing and infrastructure. It expects about $447.5 billion to be incurred before the end of 2030, with almost all of the rest spread across 2031 to 2045. About $69.8 billion is due in the 12 months after September 30, 2026. SEC filing

Where the Extra Compute Will Come From

Part of the expansion is tied to Google and Broadcom. Anthropic says its agreement for 5 gigawatts of next-generation Google TPU capacity will begin coming online in 2027. Its separate Amazon deal covers up to 5 gigawatts of new capacity, including nearly 1 gigawatt expected by the end of 2026. Those figures describe agreements with different delivery schedules. Anthropic trains and runs Claude on Google TPUs, Amazon’s Trainium chips and Nvidia GPUs. Compute agreements

Anthropic has also contracted directly for dedicated GPU infrastructure. Nscale’s own prospectus says four agreements for its Monarch Compute Campus in West Virginia could generate up to $44.6 billion in payments, subject to delivery and service requirements. The site is due to use Nvidia’s Vera Rubin hardware. A second Nscale deal has been reported separately. Nscale prospectus

Signed Contracts Still Have to Become Working Clusters

Anthropic says some arrangements split chip procurement, financing, hosting and operations across different counterparties. A provider might meet its own obligations and become entitled to payment while delays elsewhere keep the cluster from going live. The filing also warns that tighter financing for infrastructure partners could delay delivery, raise prices or reduce the capacity ultimately available to Anthropic. Risk disclosures

Once the machines are running, Anthropic must decide how much capacity goes to developing its next generation of models and how much goes to serving the current one. The company says it shifts resources across research, customer demand and its own use of Claude. That makes the 2027 target a test of how quickly suppliers can get hardware into service and how much additional customer demand Anthropic can turn into revenue once they do. Operating strategy

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