Etched Faces $50 Billion Valuation Offers Amid Aggressive AI Expansion

Etched is currently reviewing bids ranging from $40 billion to $50 billion, according to individuals familiar with the situation. While these discussions remain in the early stages and terms are subject to change, the company is positioning itself for a long-term capital cushion. Securing a round of this scale could provide the four-year-old firm with up to 3.5 years of financial runway to develop its proprietary AI hardware systems.

Investor enthusiasm centers on the company’s specialized approach to inference—the process of running AI models after training. By designing custom components from the ground up, Etched claims its chips outperform Nvidia’s hardware in speed and token processing costs. This value proposition has already secured $1 billion in customer orders, including a notable contract with the quantitative trading firm Jane Street, which also led the startup’s previous funding round.

The company’s operational footprint is expanding to match its high-stakes ambition. Etched has established a 10-megawatt datacenter in Silicon Valley and opened a production coordination facility in Taiwan near its manufacturing partner, TSMC. The startup has further bolstered its credibility by poaching talent from industry incumbents, with roughly 15% of its 400-person workforce comprised of former Nvidia engineers. Founded by Harvard dropouts Gavin Uberti and Chris Zhu, the company continues to lean into aggressive, back-to-back financing tranches to fuel its rapid hardware development.