AI benchmarks and leaderboards are different things
Learn the difference between a benchmark, an evaluation run and a leaderboard, and use each to answer the right question.
Model reports
AutomationBench
Published by Zapier over its own automation surface, and cards report different task subsets of it.
Evaluation context and evidence
- Source
- Model reports
- Publisher
- Not recorded
- Benchmark release
- 2026-03-10
- Collected
- Not recorded
- Modality
- Not recorded
These are source-reported observations, not independent reruns by this site. Check the task version, evaluation protocol, unit and reporting date before comparing models. Results from different setups are not a universal ranking.
Original sources
Reported results 5
Shown in source observation order, not ranked. Dates retain the precision provided by the source.
| Model | Value | Unit | Protocol | Reported date and basis | Source |
|---|---|---|---|---|---|
| Claude Opus 5 | 26.0 | percent | max effort, private held-out eval set | 2026-07-24 · document_publication | Claude Opus 5 |
| DeepSeek-V4-Pro-0813 | 31.8 | percent | max reasoning effort, temp 1.0, top_p 0.95 | 2026-08-13 · document_publication | DeepSeek-V4-Pro-0813 |
| Kimi K3 | 30.8 | percent | reasoning=max | 2026-06-13 · document_publication | Kimi K3 |
| Hy4 preview | 32.1 | percent | AutomationBench v1.0.6, as reported | 2026-08-28 · document_publication | Hy4 preview |
| GLM-5.3-Flash | 48.8 | percent | AutomationBench v1.0.6, with null-type handling fix (PR | 2026-08-27 · document_publication | GLM-5.3-Flash |