NVIDIA rival Etched hits $5B valuation with $1B in inference-chip orders

Etched, an NVIDIA AI-chip competitor, issued a progress report revealing it has already booked $1 billion in contract orders for its product — full systems it calls 'frontier inference clusters,' bundling its custom chips with racks and software built to run frontier-model inference faster, cheaper, and more power-efficiently than rivals. TSMC successfully manufactured the chip earlier this year, and Etched is now testing the first product with customers.

The company disclosed it has raised $800 million total to date, with the most recent tranche an unannounced $500 million round closed in December at a $5 billion post-money valuation, led by Stripes. Its cap table is notable: VentureTech Alliance, Jane Street, Hudson River Trading, Two Sigma, and Ribbit Capital, plus angel investment from AI heavyweights including Andrej Karpathy, Geoffrey Hinton, Fei-Fei Li, Arthur Mensch, and Scott Wu, alongside billionaires Stanley Druckenmiller and Peter Thiel.

Etched targets inference specifically — the biggest bottleneck and cost center for AI companies serving models at scale — which is exactly why investors are paying attention to anyone promising to solve it. By specializing rather than building general-purpose GPUs, Etched bets it can beat NVIDIA on inference price-performance and power efficiency, the metrics enterprises increasingly scrutinize as token bills balloon.

Founded in 2022 by Harvard dropouts and Thiel fellows Gavin Uberti (CEO) and Robert Wachen (president), the company frames the announcement as coming out of stealth despite talking publicly about its plans since 2024. The $1B in orders is meaningful validation, but the product is still in customer testing. Watch for independent inference benchmarks and whether the frontier-inference-cluster bundle delivers the claimed efficiency gains against NVIDIA's Blackwell-class systems.