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langchain.com
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LangChain
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Why it matters

Concrete numbers for in agents — 74% cheaper for roughly six accuracy points — plus the break-even test: judge cost divided by the price gap between the two models is the offload rate you need to clear.

Terms in this piece · Glossary
  • eval — A repeatable test for AI quality — a set of tasks plus scoring — used the way software teams use test suites, because model output is too variable to judge by eyeballing.
  • model routing — Sending each request to a model chosen by the difficulty of the task, rather than using one model for everything.
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