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The Self-Hosted LLM Advantage

This story is from 2026-10-15. It is preserved in the archive; the latest stories are on the live feed.

A consumer GPU now runs frontier-class models. What self-hosting actually buys you — fixed costs, data privacy, stable behavior — and where the API still wins. #localai #selfhost #ollama Priya's team was spending $12,000 a month on API inference for classification. One call with the CFO later, she…

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  1. 2026-10-15 19:00 · DEV Community — AI
    The Self-Hosted LLM Advantage

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