Anthropic Explores Building Custom AI Chips as Revenue Surges

The AI company is considering developing its own silicon as its run-rate revenue tops $30 billion.

Apr. 10, 2026 at 7:50am by Ben Kaplan

Got story updates? Submit your updates here. ›

A highly detailed, glowing 3D illustration of a futuristic AI chip or circuit board, with intricate neon cyan and magenta lighting elements that suggest advanced computational power. The chip has a tangible, physical presence, conveying the idea of Anthropic's growing need for specialized hardware to power its AI models.Anthropic's surging revenue has made the economics of custom AI chip development increasingly compelling as the company seeks to power its growing AI workloads.San Francisco Today

Anthropic, the AI company behind the popular language model Claude, is exploring the possibility of designing its own custom AI chips, according to sources. This move comes as Anthropic's annualized revenue run rate has surpassed $30 billion, up from $9 billion at the end of 2025. The company currently uses a mix of chips from Google, Amazon, and Nvidia, but the scale of its compute demand is making the economics of custom silicon increasingly worth examining.

Why it matters

Developing custom AI chips could give Anthropic more control over its technology and potentially improve the performance and efficiency of its models. This move mirrors similar efforts by other major tech companies like Meta and OpenAI, as the industry shifts towards more specialized silicon for AI workloads rather than relying solely on general-purpose GPUs.

The details

Anthropic has not committed to a specific chip design yet and may still decide to continue purchasing chips from third-party suppliers. The company recently signed a long-term deal with Google and Broadcom for 3.5 gigawatts of TPU compute capacity starting in 2027, roughly three times its current usage. Industry sources estimate the development cost of an advanced AI chip at around $500 million, which is a significant investment but more manageable given Anthropic's surging revenue.

  • In late 2025, Anthropic's annualized revenue run rate was approximately $9 billion.
  • As of early 2026, Anthropic's annualized revenue run rate has surpassed $30 billion.
  • Just days before the Reuters report, Anthropic signed a long-term deal with Google and Broadcom for 3.5 gigawatts of TPU-based compute capacity starting in 2027.

The players

Anthropic

An artificial intelligence company that has developed the popular language model Claude. Anthropic is exploring the possibility of designing its own custom AI chips.

Google

A technology company that designs and manufactures tensor processing units (TPUs), which Anthropic currently uses in its infrastructure.

Broadcom

A semiconductor company that has partnered with Google on TPU chips and is also a chip design partner for OpenAI.

Got photos? Submit your photos here. ›

What’s next

Anthropic has not yet committed to a specific chip design and is still exploring the possibility of developing its own custom AI chips. The company may still decide to continue purchasing chips from third-party suppliers.

The takeaway

Anthropic's exploration of custom AI chip development reflects the broader industry trend towards more specialized silicon for AI workloads. As the company's revenue and compute demands have surged, the economics of building its own chips have become more compelling. This move could give Anthropic greater control over its technology and potentially improve the performance of its AI models.