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Model routing (cascade) savings

Estimate savings from sending easy requests to a smaller model and escalating the rest.

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How it's worked out

  • Cost = small-first × small cost + (large-only + escalated) × large cost
  • Escalated requests pay for both calls
NoteCheck quality on the routed traffic with an evaluation set; savings mean little if answers get worse.

Source: FrugalGPT (Chen, Zaharia and Zou, 2023); RouteLLM (2024)

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