New benchmark - Coming soon
Zapier Benchmarks measure whether an AI agent can execute an end-to-end business workflow across real tools—correctly.
PREVIEW
We’re finalizing the public release. The methodology summary below is accurate. The leaderboard is coming soon.
Zapier Benchmarks measure execution: did the work get done correctly in real systems?
Zapier Benchmarks evaluate AI agents on end-to-end workflow execution across six domains (Sales, Marketing, Operations, Support, Finance, and HR) and score whether the result matches fixed success criteria—so you can compare models on real work.
Real environments
Each task drops an agent into an isolated environment (CRM records, inbox threads, calendars, and more) with the kind of ambiguity that makes real work hard.
Deterministic scoring
We score the final environment state against fixed success criteria. No LLM-as-judge. No vibes.
Coming soon
We’ll publish results as models complete evaluation on the public task set.
What we'll report
The score measures what percentage of workflow tasks the model was able to fully complete.
Pass rate • strict success
By domain • Sales → HR
Cost • $/task (where available)