How many of your agent's calls actually need a frontier model?

Langchain··Submitted by Mads Kristian Nylund
Open Source AIAI ToolsAI Infrastructure

The article discusses how model routing can reduce costs by offloading less expensive models for certain tasks, with a cost tradeoff formula that determines how many turns should be routed to a frontier model. It highlights that in most cases, 7% of calls can be offloaded without needing a frontier model, and using a routing library like Switchyard helps automate this process. The formula is most effective when there is a significant price difference between models, allowing for substantial cost savings.

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