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Something I found helpful: In this article, scroll down to the first big image, which is a graph labeled “Agentic coding performance by effort level”. https://www.anthropic.com/engineering/april-23-postmortem

This convinced me to just always set 4.7 to xhigh. Admittedly not sure about 4.8.



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