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Your GPUs Are Lying to You: The Brutal Economics of AI on Kubernetes

This story is from 2026-09-15. It is preserved in the archive; the latest stories are on the live feed.

Two numbers, same card, same second: 100% and 0.76% One of them is what you pay for. The other one is what you should pay for. The first is GPU utilization , the number on your dashboard. The second is SM Active , how much of the chip was actually working. Both came off an H100 on 9 September 2026,…

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  1. 2026-09-15 17:19 · DEV Community — AI
    Your GPUs Are Lying to You: The Brutal Economics of AI on Kubernetes

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