
SemiAnalysis found that OpenAI and Anthropic subscriptions lose money when users maximize token usage. ChatGPT Pro 20x costs $200 monthly but would cost $14,000 in API tokens. OpenAI loses money on base plans if utilization exceeds 11.4%. Frontier models may shift to API-only access.
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