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As major AI firms prepare for IPOs, the era of subsidized access is ending, forcing a shift toward per-token pricing models that will likely increase costs for end users. This transition highlights the tension between investor demands for profitability and the evolving technical risks of scaling models, a dynamic that will significantly reshape developer behavior and product strategy. The market is now grappling with how to balance these rising operational expenses against customer appetite in a rapidly changing landscape.

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Is this the dawn of the Tokenpocalypse?

TechCrunchJune 7, 20265 min read

We're likely to see more price increases as the big AI companies plan to go public.

Microsoft recently announced major pricing changes for GitHub Copilot — changes that were drastic enough that a Reddit user said their company has started calling it the Tokenpocalypse. On the latest episode of TechCrunch’s Equity podcast, Kirsten Korosec, Sean O’Kane, and I discussed what those changes might mean for the larger AI ecosystem. After all, as Anthropic and other big AI companies plan to go public, leading to awkward questions about profitability, we’re likely to see similar price increases for other AI products. “Can these AI labs collapse that cost [and] progress the tech enough…

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