Macro shot of a microchip on a blue circuit board. Photo: Ivan Chumak / Pexels

Tenstorrent Bets $1.5B That Open Models Need Their Own Chips

Jim Keller's inference chip startup more than doubles its valuation to chase open-weight model serving.

THE HOOK

Jim Keller waved off the buyout suitors and took $1.5 billion to keep poking Nvidia instead.

THE GIST

Inference chip startup Tenstorrent raised $1.5 billion at a $6.2 billion valuation, led by Trace Capital and Innovation X, TechCrunch reports. That's more than double its late-2024 price. The cash goes on chips for serving open-weight models and video generation.

THE TAKE

Smart niche, and sharper than claiming to beat Nvidia at everything. Open-weight models are only cheap to run if the hardware is cheap too, and that's exactly where Tenstorrent wants to live. The catch is software, because Nvidia's real moat is CUDA, not silicon. Chips are easy; ecosystems aren't.

OPINION

Keller told Bloomberg the company stayed independent after showing its Galaxy servers could run DeepSeek models, per TechCrunch. With Washington now ordering DeepSeek out of federal agencies, that demo may need a more US-friendly model list for government buyers.

  • Story type: Important story
  • Impact: Medium
  • Confidence: Medium (multiple reports)
  • Audience: Business
  • What changed: Tenstorrent closed a $1.5 billion round at a $6.2 billion valuation to scale chips for open-weight models.
  • What to watch: Whether Tenstorrent lands a big cloud or sovereign AI customer for its Galaxy servers in the next few quarters.
  • Reading time: 1 minute