Etched raises $700 million at $21 billion valuation after Jane Street chip test

Aug 17, 2026

AI hardware startup Etched has raised $700 million at a $21 billion valuation in a funding round led by Jane Street, more than doubling its $10.3 billion valuation from July 2026. The round follows successful testing by Jane Street, which installed Etched's specialized inference clusters in its data center. Meanwhile, competitor Groq raised $350 million at a reduced $3.5 billion valuation—down from its $6.9 billion peak—following a technology licensing deal and talent poach by Nvidia, prompting Groq to pivot to renting data center compute.

Etched $700 million funding round

▪AI hardware startup Etched raised $700 million in mid-August 2026 at a $21 billion valuation in a funding round led by Jane Street.
▪The August 2026 funding round more than doubled Etched's $10.3 billion valuation from a $300 million Series C round closed in late July 2026.
▪Investors participating in Etched's recent financing rounds include Sequoia Capital, Andreessen Horowitz, SK Hynix, Diffusion Capital, Kleiner Perkins, Peter Thiel, Tiger Global, and Blackstone.
▪Etched's $21 billion valuation in August 2026 represents a fourfold increase from the startup's $5 billion valuation in December 2025.

AI inference chip market growth

▪Etched has secured over $1 billion in booked orders for its specialized artificial intelligence inference chips.
▪Bloomberg Intelligence projected that the artificial intelligence inference sector will reach $1.3 trillion by 2032, doubling the size of the AI training market.
▪Projections from Iron Mountain and Structure Research indicate that AI inference capacity will overtake training capacity in 2026, eventually accounting for 80% of AI compute load by 2030.

Etched chip architecture design

▪Etched achieved first-pass silicon success on TSMC's N4P process and employs more than 400 people as of August 2026.
▪Etched sells full rack systems called frontier inference clusters that are optimized specifically for the inference portion of the artificial intelligence compute stack.
▪Etched operates a 2-megawatt data center at its San Jose headquarters and has opened an 80,000-square-foot, 10-megawatt facility in Milpitas, California.
▪Etched's chip architecture splits processing into a prefill phase using low-voltage inference and a decode phase utilizing a Cluster Scale Memory design.

Jane Street customer deployment

▪Jane Street installed an Etched server rack filled with specialized AI processors in its data center after obtaining positive early test results.
▪Quantitative trading firm Jane Street signed on as Etched's first customer, testing and purchasing the startup's AI hardware systems.

Groq valuation decline

▪Groq's $350 million funding round was led by Dallas investment firm Disruptive, with Nvidia also participating as an investor.
▪Groq's valuation drop followed a licensing deal with Nvidia, which subsequently hired away Groq's founder and CEO Jonathan Ross along with other senior staff.
▪Groq's $3.5 billion valuation represents a sharp decline from its peak valuation of $6.9 billion in September 2025.
▪AI chip startup Groq finalized a $350 million funding round in August 2026 that valued the company at $3.5 billion.

Groq data center restructuring

▪Groq restructured its business model from selling chip hardware to operating data centers that rent out compute power for running AI models in production.
▪Groq raised $650 million in June 2026 to fund its transition into a data center operator.
▪Groq plans to expand its total data center capacity to more than 200 megawatts by 2027.