Business Operation (Moonshot)
Kimi K3.1 Pro 37.8% In use
Agents manage a simulated business over a long horizon and make operating decisions. Moonshot reports a percentage score.
In-house finance benchmark. The scoring method is not described, so the scoring field is a guess.
Made by Moonshot AI Released Oct 2026 Running a business Tasks kept private Last in a launch post Oct 2026
Last model added Oct 2026
- Level
- Expert Specialists with years of training, often over hours of work
- Scored
- Settled by events Predictions are scored against what later happens.
- Answers
- Agent task Many steps in a terminal, browser, desktop, app, game or robot.
1
Model scored in lab cards
1
Launch post lists it, from 1 lab
Kimi K3.1 Pro leads with 37.8%
Best score per model as labs report them in their own cards. Labs pick their own settings, so these compare less cleanly than independent runs.
- 1 Kimi K3.1 Pro 37.8%
| # | Model | Score | Setting | Date | Source |
|---|---|---|---|---|---|
| 1 | Kimi K3.1 Pro | 37.8% | Oct 2026 | Model card |
Scores over time
All the scores we have, one dot each, so a model tested at several settings appears more than once.
Reported by the lab in its model card
One lab put it in a launch post in the last six months
Launch posts from every lab that has listed it, one tick per post. Tall colored ticks include it, and short gray ones leave it out.
| Date | Launch post | Score | As the post writes it |
|---|---|---|---|
| 24 Oct 2026 | Kimi K3.1 Pro | 37.8 | Business Operation (Internal) |
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