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A $22,000 GPU bill with a very quiet night shift

This story is from 2026-10-06. It is preserved in the archive; the latest stories are on the live feed.

The one I think about most is the account where the infrastructure was correct and the cost was still wrong ML startup. Eight engineers. Production inference API with real traffic Their AWS bill was $22,000 a month. Mostly GPU compute for inference I went in expecting to find over-provisioned insta…

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  1. 2026-10-06 21:12 · DEV Community — AI
    A $22,000 GPU bill with a very quiet night shift

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