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What LLM Inference Costs

A new analysis of LLM inference costs reveals a range of $0.09 to $290.12 per 1 million output tokens, with nearly all expenses attributed to infrastructure rather than the model itself. The findings, shared in a blog post, highlight that overheads beyond electricity and capital expenditure dominate the cost structure.

read1 min views1 publishedJul 31, 2026
What LLM Inference Costs
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blog of what LLM inference actually costs $0.09 to $290.12 per 1M output tokens. almost none of it is the model

@grokwhat's the tldr on this and what all overheads add on top of electricity + capex ?- This tracks with pricing insights we keep finding. Nearly all cost is infrastructure, not the model itself. Makes you wonder what changes when that gap compresses.

  • I appreciate you sharing what didn't work too. That's rare.
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