Enterprises don't want benchmarks: fast movers test internal use cases, slow ones copy

hardimanjames · x · 2026-10-02

A GTM practitioner shares a conversation suggesting enterprises don't actually want model benchmarks: fast-moving companies have already benchmarked their own internal use cases, while slower ones just copy them. He claims to have onboarded a quarter of the Fortune 500, hinting that internal evals and peer imitation matter far more than public leaderboards in enterprise AI adoption.

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