Do AI Benchmarks Measure Real Work? 21 Leaderboard Evaluations Mapped to 41 O*NET Work Activities (2026)

By Tokely — AI API Platform · DEV Community · 11/3/2026

Research scope: This study is a snapshot: the 21 evaluations listed on the Artificial Analysis Intelligence Benchmarking methodology page on November 3, 2026, coded by Tokely to the 41 Generalized Work Activities in O*NET 31.0. It measures which work activities the evaluations test, not how well…

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