OpenAI reportedly selling Cerebras-powered Ultrafast inference at ~$200M per megawatt

downingARK · x · 2026-10-05

SemiAnalysis numbers imply OpenAI is monetizing Cerebras-powered "Ultrafast" inference at roughly $200M per megawatt per year, with people re-running the math hoping it's a typo. The core argument: near term, revenue per megawatt wins since power is the scarcest AI input; long term, gross margin per megawatt wins as prices compress — and Cerebras' 750 tokens/sec on frontier models is something GPU clouds can't match.

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