Business Operation D
AI benchmark · Agentic
What is Business Operation?
Moonshot AI's internal benchmark for long-horizon management and decision-making in a simulated business environment.
Tier D
D
Long tail: little or no usage data yet.
How much stands behind a tier: usage, who backs it, a confirmed line from its own site or paper, and a clear read on X. High with three of the four, medium with two, low otherwise.
- no usage data
- in curated RL directories (1 pt)
On X · unclear, low buzz, from 4 posts about Business Operation in the last month
Mentioned only as Moonshot's internal eval where K3.1 Pro scored ~4.2x K3; one user notes vendor benchmarks can't substitute for testing on your own work.
How we got to tier D
- Adoption: no usage data. Tier D.
- On X: unclear, low buzz. “Mentioned only as Moonshot's internal eval where K3.1 Pro scored ~4.2x K3; one user notes vendor benchmarks can't substitute for testing on your own work.” No move.
- In curated RL directories: 1 point, a floor of none.
- Not yet confirmed by a line from its own site or paper.
A clear view on X moves a tier one step up or down; most entries don't move. How tiers work.
Not on the map yet: no line from its own site or paper places it in a domain.
Next: browse all benchmarks. Entry from the RL Research daily scrape of public sources, 2026-10-29 snapshot.