SemiAnalysis Launches GDPx, an Agent Benchmark Where the Best Model Scores Just 12%

A new 11-domain benchmark aimed at real economic deliverables puts the top model at 12% — a brutal reality check against the saturated leaderboards agents keep topping.

SemiAnalysis has introduced a benchmark designed to measure what agents actually deliver economically, and the early results are humbling. As @wesjh_ reported, the GDPx agentic benchmark spans 11 domains, and the top-performing model scored just 12%. The number is the story: on tasks meant to approximate real-world economic output, frontier agents are failing roughly nine times out of ten.

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