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AI News & Policy

Rubin, Ironwood, and the Groq LPU Aren't Competing for the Same Job

The 2026 AI chip race looks like one contest on a spec sheet, but Nvidia's Rubin, Google's Ironwood, and Groq's LPU are actually built for three different jobs. Comparing their PFLOPS numbers head-to-head misses why each one wins where it does.

September 29, 2026 · 7 min read

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