Same Agent Capability, Half the Tokens: MiMo Uses Far Less Than Claude Opus 4.6

Same Agent Capability, Half the Tokens: MiMo Uses Far Less Than Claude Opus 4.6

On ClawEval, MiMo-V2.5 reaches a 64% pass rate with about 70K tokens per trajectory, much less than Claude Opus 4.6 and GPT-5.4.

Overview

This article explains the key facts behind Same Agent Capability, Half the Tokens: MiMo Uses Far Less Than Claude Opus 4.6. The focus is on what changed, why it matters, and how developers, founders, or AI watchers should interpret the signal.

Key Takeaways

  • The event reflects a broader shift in the AI ecosystem.
  • Practical value depends on cost, reliability, integration, and real user workflows.
  • Teams should evaluate the news by scenario rather than by headline alone.

What to Watch

Watch adoption, pricing, ecosystem support, technical limits, and whether the reported progress translates into durable product value.