Etched Reaches $5 Billion Valuation After Securing $1 Billion in AI Chip Orders

AI chip startup Etched, one of Nvidia’s emerging competitors, provided a major business update on Tuesday after confirming that Taiwan Semiconductor Manufacturing Company (TSMC) successfully produced its custom AI chip earlier this year. The company also revealed that it has already secured $1 billion in contractual orders for complete AI computing systems powered by its chips.

Etched is currently validating its first commercial product with customers. The company refers to these offerings as““frontier inference clusters,” complete systems that combine its custom AI chips with proprietary server racks and software. According to Etched, these integrated systems are designed to run frontier AI models more quickly, at lower cost, and with greater power efficiency than competing hardware solutions. Inference—the process that occurs after an AI model receives a user prompt—has become one of the largest performance bottlenecks and cost centres for AI providers operating at scale, making technologies that improve inference highly attractive to investors.

Founded in 2022, Etched also disclosed that it has now raised a total of $800 million since its inception. The latest funding included a previously undisclosed $500 million financing round that closed in December, valuing the company at $5 billion on a post-money basis.

The startup has assembled an impressive roster of investors. Its backers include VentureTech Alliance, Jane Street, Hudson River Trading, Two Sigma, Ribbit Capital, and Stripes, which led the recent $500 million investment. Etched has also attracted angel investments from several leading figures in artificial intelligence, including Andrej Karpathy, Geoffrey Hinton, Fei-Fei Li, Arthur Mensch, and Scott Wu. Its shareholder base additionally includes billionaire investors Stanley Druckenmiller and Peter Thiel.

Although Etched described Tuesday’s announcement as its official emergence from stealth mode, co-founders and Harvard dropouts Gavin Uberti, the company’s CEO, and President Robert Wachen have publicly discussed their AI chip ambitions since 2024. Both founders became Thiel Fellows after leaving Harvard to establish the company.

By 2024, Etched had already attracted significant investor interest, raising more than $125 million. However, the founders previously revealed on Patrick O’Shaughnessy’s “Invest Like the Best” podcast that fundraising had been far more difficult in 2023. Despite preparing a detailed 30-page investment memo arguing that the future of artificial intelligence would require specialised chips rather than general-purpose graphics processors, nearly every major investor they approached declined to invest. According to the founders, the company spent much of its early period operating month to month, coming dangerously close to exhausting its available cash.

The investment climate today looks dramatically different. Investor demand for AI infrastructure companies has surged, particularly for businesses developing hardware to accelerate AI inference workloads. Competitor Cerebras recently delivered the year’s first major AI chip initial public offering, while AI hardware startup Groq secured $650 million in new funding. At the same time, hyperscale cloud providers, including Amazon, Google, and Microsoft, continue to develop proprietary AI chips for their own platforms. OpenAI has also entered the custom silicon race by recently unveiling its first internally designed AI chip, developed in partnership with Broadcom.