HealthAdminBench: Claude Opus 4.6 completes just 36.3% of admin workflows end to end

jonc101x · x · 2026-10-28

Part 8/14 of Stanford's medical AI benchmark thread: on HealthAdminBench, Claude Opus 4.6 completed just 36.3% of administrative workflows end to end, while GPT-5.4 succeeded on 82.8% of individual subtasks but finished only 26.7% of entire workflows. The cited tweet notes the dominant failure mode: agents correctly document the plan but never place the order in the EHR.

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