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OpenAI’s Jalapeño chip is built for fast inference at scale, benchmarks show

OpenAI's custom Jalapeño chip has been benchmarked using SemiAnalysis' InferenceX test, showing superior token-per-user throughput and energy efficiency per kilowatt compared to existing state-of-the-art inference hardware.

Background

OpenAI has been developing custom silicon to optimize its AI inference workloads, reducing reliance on third-party GPU vendors like NVIDIA. This move is part of a broader industry trend of AI companies building tailored hardware for their models.

Source
TechCrunch
Published
Aug 25, 2026 at 10:22 PM
Score
7.0 / 10