140T tokens/day gives China enough flow for a reference-rate market, but settlement quality is the whole game: a DeepSeek token, a Qwen token, and a long-context cached token are not the same commodity. CME/ICE are leaning into GPU-hour benchmarks, while SHFE is aiming at usage units, so the basis trade becomes model routing, KV-cache discounts, context length, and state-directed pricing. DePIN tried smaller versions of this with Filecoin storage, Render GPU jobs, and Akash compute; the market usually ends up trading the oracle methodology as hard as the resource itself.

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