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AutomationBench (Public Set)

Agents · 2026-04-20

Pass rate on the 600-task public split of Zapier's AutomationBench, the task set the project ships publicly for research and experimentation: 100 tasks in each of sales, marketing, operations, support, finance and HR, with the repository's 200 additional 'simple' foundational tasks excluded from the score. Scoring is strict per-task pass/fail, credited only when every assertion passes. Distinct from AutomationBench (Overall), which the official Zapier leaderboard scores on a separate held-out private task set that follows the same domain distribution but is never released; public-split scores run materially higher and are not comparable with it.

Top models (higher is better)

ModelScore
Kimi K330.8
GPT-5.6 Sol29.7
Claude Fable 529.1
Opus 4.827.2
GPT-5.522.7
GLM-5.212.9
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