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Etched Raises $700 Million and Sees Valuation Double to $21 Billion

The new funding and customer deployments signal strong investor bets that specialized chips for AI inference can cut costs and compete with existing GPU players.

Overview

  • Etched said it raised $700 million in a round led by trading firm Jane Street that pushed its valuation to $21 billion and included investors such as Kleiner Perkins, Sequoia, Andreessen Horowitz and Tiger Global.
  • Jane Street is also Etched’s first customer, and the firm has received and begun deploying an Etched rack while the company reports more than $1 billion in customer contracts and $1.9 billion raised to date.
  • Etched says it has a working chip and more than 400 employees and sells full systems called frontier inference clusters designed to run trained AI models faster and cheaper.
  • The company built a low‑voltage prefill chip and a shared, low‑latency cluster memory interconnect to speed the two main inference phases, which it says boosts tokens per dollar and per watt.
  • Investors view this as a test of whether specialized inference hardware can take market share from incumbent GPUs, a shift that could lower running costs for AI services and reshape cloud and data center buying.