Why ‘Tokenmaxxing’ Is Out And ‘Valuemaxxing’ Is In

Enterprises are moving away from “tokenmaxxing,” the practice of pushing developers to use more AI tokens.

The early-2026 push is fading as overspending and weak ties between token use and real outcomes become harder to ignore.

Companies are increasingly favoring “valuemaxxing,” judging AI by business impact rather than raw usage.

The shift reflects a broader effort to control AI budgets and measure actual productivity gains.