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Choose your provider-model pair by workload, not by raw benchmark claims.

Decision framework

  • Quality-critical workflows: pick higher-capability models.
  • Cost-sensitive automation: pick efficient mid-tier models.
  • Low-latency loops: pick fast variants.

Start safe, then optimize

Start with one stable model, then tune:
  1. Response quality
  2. Latency
  3. Cost per task

Keep migration simple

When switching models, change one variable at a time and observe effects before further changes.