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Save 80% of API costs with smart routing

March 12, 2025 ยท 7 min min read

Many teams send every prompt to the same model - even when requests are simple. This is where unnecessary cost is created.

Core idea

Create one virtual model and route by request class:

  • Low Cost for routine tasks
  • Balanced for most workloads
  • High Quality for complex tasks

Result

In typical support and assistant scenarios, savings of up to 80% are realistic without reducing perceived answer quality.

Minimal rule

if prompt_complexity < threshold => low_cost_model
else => high_quality_model

Start simple, measure response quality, then tune thresholds.

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