Anthropic, the AI firm behind the Claude chatbot, is facing major computing capacity issues. According to Anthropic’s Chief Executive Dario Amodei, the firm saw a sharp surge in demand during Q1 2026 as use for its tools grew faster than expected. He noted that this growth had moved well beyond internal plans, placing heavy strain on computing capacity. Now the private company is moving quickly to expand its capacity to balance and support surging demand.
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Trade NVDA with leverageAnthropic’s AI Growth Outruns Internal Plans
At the Anthropic developer conference in San Francisco, Amodei said the firm’s growth in Q1 had been far too rapid to meet compute demands. On an annualized basis, usage surged to an astonishing 80-fold during the quarter.
The firm had anticipated at least a 10-fold surge, but actual growth jumped eight times that forecast. As a result, meeting demand became difficult given the limited computing power.
“We tried to plan for 10-fold growth, but demand went far beyond that,” Amodei said.
Meanwhile, as rising demand put pressure on computing systems, Anthropic began to face shortages. This affected service at peak hours, with some users reporting slower response times and weaker performance. In response, Anthropic said it was working to expand capacity and reduce usage limits.
Amodei noted that most of Anthropic’s growth came from rising use of Claude tools, with Claude Code playing a major role. He noted that developers and software engineers led much of the adoption, as usage spread quickly across teams. Despite the imbalance in demand and computing resources, the growth reflects wider AI use across work systems.
Anthropic Secures More Compute Power to Balance Demand
Anthropic signed a new deal with Elon Musk‘s rocket company SpaceX on May 6, as demand for its systems continues to rise. The deal gives Anthropic access to Colossus 1 data center in Memphis, with more than 300 megawatts of capacity. This move is meant to ease pressure from growing demand and add more computing power for the firm.
At the same time, Anthropic is in talks with investors about new funding. The company could be valued at nearly $900 billion, placing it above OpenAI. Even so, demand continues to grow, pushing the firm further into the global AI race.
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