Wrap an LLM, charge $20, lose money: the pricing trap the model owners hit first

Wrap an LLM, charge $20, lose money: the pricing trap the model owners hit first 图片 1

Charging a flat $20 for a metered product is a subsidy with a leak: a few heavy users burn most of the tokens, and the average stops protecting you. The three companies that own the models each learned it and moved to usage based pricing. Here is the trap, the research under it, and what to charge instead.

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