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CHOOSING-AI-MODELS5 MIN READ

Sort Evidence Before the Model Vote

Classify evidence into shortlist signals, local validation requirements, and noise.

Sort each evidence card by how it should influence the model vote. Use for shortlist Must test locally Ignore for choice Standardized multi-metric benchmark shortlist Per-token price table Labeled production examples local-test Pilot latency and override logs Viral screenshot ignore One cherry-picked vendor demo Evidence sorting Practiced separating shortlist evidence from local validation and noise. Ask whether the evidence measures the actual workflow.

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