Smaller model with Opus escalation matches Opus accuracy at a quarter of the cost

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A Hacker News post highlights a setup in which a smaller model can request help from Anthropic's Opus model when needed. According to the linked Hightouch blog post, this approach achieves accuracy comparable to Opus alone while cutting cost by roughly a factor of four. The work is presented in the context of LLM judges used for identity resolution. The item drew 37 points and six comments on Hacker News. The source material is a brief community link, so the reported figures come from the linked article rather than independent verification.

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