中国小企业「猫鼠游戏」用 Opus 给客户设计 PCB,作者质疑编码榜单可信度

xiaosun86 · x · 2026-11-11

A substantive observation: coding benchmarks mask how imbalanced Opus is versus other models — Chinese small businesses reportedly play a cat-and-mouse game just to keep using Opus for real customer work like PCB design.

The author claims pipelines collapse immediately when switching to alternatives like Argon or Astra — "literally tokens in, revenue out." Conclusion: those benchmarks are no better than Jim Cramer's stock picks, with real revenue dependence badly diverging from leaderboard rankings.

所属事件:中国中小企业为用 Opus 与封禁玩猫鼠游戏(3 条相关)→

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