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Claude Certified Architect - Professional · Anthropic
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Hotspot Solution:
| Model-Selection Claim | Generally True? |
|---|---|
| More capable reasoning configurations generally require greater computation and latency | Yes |
| Representative workload testing on actual prompts and data is essential | Yes |
| The largest, most capable model is automatically the right production choice for every workload | No |
| Tiered routing serves routine traffic with an efficient model and escalates complex cases | Yes |
| A newly released model should immediately replace a validated production model without evaluation | No |
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Model selection balances capability, latency, cost, and throughput using representative evaluations on real workload data. Tiered routing optimizes cost and latency, and new models must pass regression and safety gates before production cutover.