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OpenAI's Jalapeño chip, developed with Broadcom, outperformed Nvidia's Blackwell system on Semianalysis's InferenceX benchmark, delivering more tokens per user and throughput per kilowatt. Deployment begins in small volumes at the end of 2026, with broader rollout in 2027.
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