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The commoditization point is real and the data backs it up. Output token prices across major vendors have been compressing steadily for months. The real question is whether hyperscalers can hold margin on inference long enough to justify frontier model valuations at IPO. The spread between what it costs to run inference and what vendors charge is narrowing faster than most people realize.

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