$81 electricity, $3,000 compute rent: a 37x spread haunts the inference business

AccBalanced · x · 2026-10-03

An inference-economy math thread: a megawatt hour costing $81 produces compute that rents for roughly $3,000, with electricity making up about half of compute opex—a 37x spread that suggests anything but an efficient market.

The commentary argues that amid all the talk about inference profitability, no providers are actually managing electrons yet. Inference providers that own neither GPUs nor power sources face a reckoning when their 3-year contracts expire—commodity giant Vitol just broke ground on its first datacenter as a telling signal.

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