Which AI model scores highest on AutomationBench (Artificial Analysis)?

Muse Ember by Meta holds the best AutomationBench (Artificial Analysis) result among tracked models, at 37.8% (released Nov 9 2026). Higher scores are better on this benchmark.

What are the top 1 models on AutomationBench (Artificial Analysis)?

1. Muse Ember (Meta) — 37.8%.

How many models have a published AutomationBench (Artificial Analysis) score?

1 tracked model has a published AutomationBench (Artificial Analysis) score. Scores are collected from published lab reports and benchmark sources, with recorded sources credited alongside the results. We do not re-run the evaluations.

Business workflows

AutomationBench (Artificial Analysis)

The same business-workflow test, run by Artificial Analysis rather than by the lab, and graded strict pass@1: a workflow counts only if the whole of it is right on the first attempt. Read it as a separate board from the lab-run AutomationBench scores. Higher is better.

Rankings

Higher is better

Muse Ember

37.8%

AutomationBench (Artificial Analysis) — frequently asked questions

: The same business-workflow test, run by Artificial Analysis rather than by the lab, and graded strict pass@1: a workflow counts only if the whole of it is right on the first attempt. Read it as a separate board from the lab-run AutomationBench scores. Higher is better.
: Muse Ember by Meta holds the best AutomationBench (Artificial Analysis) result among tracked models, at 37.8% (released Nov 9 2026). Higher scores are better on this benchmark.
: 1. Muse Ember (Meta) — 37.8%.
: 1 tracked model has a published AutomationBench (Artificial Analysis) score. Scores are collected from published lab reports and benchmark sources, with recorded sources credited alongside the results. We do not re-run the evaluations.