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Nvidia's Igor Arsovski presented the Groq 3 LPX rack architecture at Hot Chips 2026. Artificial Analysis benchmarked it at 3,431 output tokens per second on a 100K-context Gemma 4 31B reasoning workload. The LP30-based rack is already in production.
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