Definition

Model Routing

Model routing sends each query to the cheapest model that can handle it well. A cheap classifier call labels the request simple or complex; simple ones go to GPT-4o-mini or Claude Haiku, complex ones to a frontier model. Teams typically save 40 to 60 percent of LLM spend with no measurable quality loss, because simple queries never used the big model's capability. Reasoning models add a thinking-time axis.

Explained in

Chapter 13: Production AI: Deployment, Monitoring, and Evaluation

The reality of running AI agents. It's nothing like the demo.

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