Benchmark

AutomationBench (and AutomationBench-AA)

Measures: An agent carries out realistic business workflows across about 40 simulated SaaS apps (Gmail, Sheets, Slack, Salesforce, Zendesk, Jira, HubSpot and others) in sales, marketing, operations, support, finance and HR, finding the right APIs itself and following business rules; a task passes only when every end-state assertion holds.

Maintainer
Zapier; Artificial Analysis runs the AutomationBench-AA variant
Introduced
2026
Status
Active
Saturation
Headroom
Typical provenance
Independent
In scoring set
Yes

PaperOfficial leaderboard

Leaderboard

Independent and third-party results only.

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