Medium vs. Ultra Token Use Can Differ by 10x

Posts citing a chart say Medium and Ultra can differ by 5–10x in token usage depending on task difficulty. That makes tier selection a major cost lever even within the same model.

2026-07-10 ~ 2026-07-10 · 2 related posts

• Token Discrepancy Between Medium and Ultra — SIGKITTEN · 2026-07-10
• Token Costs Vary 5 to 10x Across Tiers — Distinct_Fox_6358 · 2026-07-10