Why One Benchmark Score Misleads: Interpreting Low Vectara and High AA-Omniscience in Production

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Engineers, product managers, and procurement teams often rely on single benchmark numbers to pick a model. That is tempting: a single scalar is easy to compare across vendors and makes procurement meetings simple