Microsoft recently dropped major pricing changes on GitHub Copilot, swapping a flat rate for per-token charges. A Reddit user's company began calling the shift the "Tokenpocalypse"—a name that may soon apply across the AI industry.
According to TechCrunch's investigation, this marks a broader reckoning. As Anthropic and other major AI companies prepare to go public, the subsidized era is ending. These labs have kept prices artificially low on investor cash. That cost structure is now unsustainable.
"This whole ecosystem is heavily subsidized by investor money," TechCrunch's Anthony Ha explains. "Stuff that seems like it has no cost is, in fact, incredibly expensive. And now we're going to get to a point where more of that cost is going to get passed on to the end consumer."
The acceleration is striking. Uber, a major spender on AI tools, exhausted its annual budget in six weeks, then capped usage and limited internal access. If that timeline compressed at a company of Uber's scale, the pressure on other firms will be severe.
Sean O'Kane, discussing this on TechCrunch's Equity podcast, posed the central question: "Can these AI labs collapse that cost and progress the tech enough in a way that it eventually meets in the middle with customers' appetite for spending?"
Kirsten Korosec noted another shift: companies abandoned "tokenmaxxxing" strategies within months as costs mounted. When AI giants file IPO documents, explaining these rapid reversals will be difficult. Risk profiles are changing weekly.
The result is pricing volatility, potential adoption slowdowns, and direct exposure of AI costs to end users. Subsidized pricing is ending.
