
Dario Amodei, co-founder and chief executive officer of Anthropic, at the AI Impact Summit in New Delhi, India, on Thursday, Feb. 19, 2026.
Anthropic, a prominent player in the artificial intelligence landscape, is experiencing a surge in demand that is outstripping even its most ambitious growth projections. CEO Dario Amodei revealed that the company had strategically planned for tenfold expansion, but instead witnessed an astonishing eightyfold increase in revenue and usage on an annualized basis during the first quarter. This dramatic escalation, Amodei explained, is the root cause of the challenges in meeting the overwhelming demand for their AI services.
“That is the reason we have had difficulties with compute,” Amodei stated at his company’s developer conference in San Francisco. He emphasized Anthropic’s commitment to rapidly scaling its infrastructure, promising to “pass that compute on to you as soon as we can.”
Amodei’s remarks followed closely on the heels of a significant announcement: Anthropic has secured a pivotal agreement with Elon Musk’s SpaceX. Under this deal, Anthropic will gain exclusive access to the entire compute capacity of SpaceX’s Colossus 1 data center located in Memphis, Tennessee. This strategic partnership will provide Anthropic with over 300 megawatts of computing power, a crucial asset for an AI company grappling with unprecedented user growth. It’s worth noting that SpaceX is also the parent company of rival AI venture xAI.
The explosive popularity of Anthropic’s Claude AI models, particularly the recently launched Claude Code, has been the primary driver behind this historic growth. Claude Code, designed to assist software developers, has rapidly captured the attention of the tech world. Industry sources suggest Anthropic is in advanced discussions with investors to raise capital at a valuation of $900 billion, a figure that would position it as a more valuable entity than OpenAI. Amodei views this rapid adoption by software engineers as a critical indicator of broader economic transformation driven by AI.
“Software engineers are the ones who are fastest to adopt new technology,” Amodei remarked during his presentation. “It’s a foreshadowing of how things are going to work across the economy, and how the economy is going to be transformed by AI.”
This intense demand has not been without its operational consequences. Last month, Anthropic acknowledged that the strain on its infrastructure had led to “inevitable strain on our infrastructure,” impacting “reliability and performance” for its users, especially during peak usage periods. To address these capacity constraints, the company has actively pursued and secured multiple compute agreements in recent weeks, including a multi-billion dollar deal with Amazon, underscoring the strategic importance of scalable computing resources in the current AI race.
Simultaneously, Anthropic has been navigating a complex and contentious relationship with the U.S. government and the Pentagon. In March, the company was designated a supply chain risk, leading to its blacklisting from military contracts. Despite this regulatory hurdle, Anthropic’s market traction continues to grow, illustrating the robust demand for advanced AI solutions irrespective of geopolitical considerations.
Amodei candidly described the current growth trajectory as “just crazy” and “too hard to handle,” expressing a hope for a more “normal” expansion pace. This sentiment highlights the dual challenge of managing hyper-growth while maintaining operational stability and product excellence in a rapidly evolving technological frontier.
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