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Why the “free” price tag on open-weight Chinese models isn’t the point
ai infrastructure & economics Jul 21, 2026 7 min read

Why the “free” price tag on open-weight Chinese models isn’t the point

Open-weight models aren’t “free” once they enter production: inference turns token generation into real COGS. In a commodity-like market, margins come from better cost-per-success, including efficient serving and prefix caching—not just from cheaper weights.

by ahsan
#ai economics #inference optimization #llm inference #open-weight models #tokenomics

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