The Token Subsidy Problem: U.S. Frontier Labs Are Running a Loss-Leader Strategy That May Not Survive Contact With Reality

A growing chorus argues that current API pricing from OpenAI, Anthropic, and Google is unsustainably subsidized — and that the moment of reckoning will benefit open-weight competitors.

@dove_of_babylon articulated a thesis that's been circulating in more technical circles for months but is now gaining mainstream traction: the current pricing for tokens from U.S. frontier labs is heavily subsidized, and the transition to profitable pricing will expose just how competitive open-weight Chinese models have become. The argument isn't that frontier models are bad — it's that they're not 10x better in ways that justify 10x pricing when the alternative is free.

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