Token-budget-aware LLM reasoning: cut costs in 2026

Reasoning models think before they answer, and those reasoning tokens are usually part of what you pay for. They’re billed as output tokens, the expensive kind, and a single request can generate a few hundred of them depending on the problem. If your …