WTF is Tokenmaxxing?

Jul 25, 2026

The end of cheap unlimited AI

  • Big Tech is quietly capping access to its best AI models because running them loses money.
  • OpenAI's newest models jumped from open access to just 50 messages a week, then near-unlimited use moved behind a $200/month tier β€” 10 times the old price.
  • The cause is "tokenmaxxing": models now think longer and burn far more computing power per answer, so costs keep climbing.
  • Throwing more compute at models stopped paying off β€” a 10x jump now buys only 10–15% better results, and the human-written text needed to train them is running out by around 2028.
  • Power is the next wall β€” data centers in Virginia now need as much electricity as nuclear plants, and the grid can't connect them for years.

Outlook: The best AI is heading toward pricey enterprise and premium tiers, while cheap subscribers get the weaker models β€” universal, unlimited AI is fading.

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