AI Token Prices Set to Plummet as Competition and Efficiency Drive Costs Down

—Analysis projects that the price of AI inference tokens — the units by which language models charge for processing — is set to fall dramatically as competition among providers intensifies and underlying model efficiency improves. A Business Insider report found prices have already dropped by orders of magnitude over the past two years, with further steep declines expected. OpenAI's IPO filing and the entry of new Chinese and European competitors are accelerating the commoditization of AI output. The collapse in token prices poses an existential revenue challenge for smaller AI companies but could make AI tools widely accessible to consumers and small businesses. Cloud infrastructure providers and hardware makers like Nvidia are the primary potential beneficiaries of higher volume at lower margins.