GDPval benchmark under fire: first seed artifact in public split looks off

vincent_koc · x · 2026-10-22

A developer examined the public split of the GDPval benchmark for the first time and found the very first seed artifact they checked was problematic.

GDPval claims its tasks are "constructed from the representative work of industry professionals with an average of 14 years of experience," positioning it as a frontier benchmark — and its public split is a key benchmark on Artificial Analysis. The post questions the data quality behind such headline evals, with the comment "never look under the hood of an eval."

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