Antti K. Koskela • 4/21/2026

Freebie AI is coming to an end

This article discusses the end of the 'freebie AI' era, explaining how AI vendors like Anthropic, Google, and Microsoft are moving from generous all-inclusive plans to usage-based billing. It highlights the high costs of inference, context windows, and agentic loops, and how investors now expect margins, leading to reduced included usage, stricter limits, and premium tiers. The article provides a detailed look at the economic realities behind AI products and advises practitioners to adapt to this new pricing landscape.

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#AI Pricing #Gpu Costs #Usage Based Billing