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Qwen 3.8-Max and Claude Opus 5 show why raw benchmark scores don't predict the bill


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Claude Opus 5

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Qwen 3.8-Max

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Why is Claude Opus 5 readily producing what appears to be internal Anthropic communications from a year ago?