Robo-bench C

AI benchmark · Agentic

Domains
Agentic
Tier
C why
Snapshot

What is Robo-bench?

Tests agents controlling a simulated robot arm and humanoid through motor commands, sensor readings, and camera images.

Tier C

C

Niche: a handful of models scored, or built by an RL vendor.

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.

  • 14 models scored
  • in curated RL directories (2 pts)

On X · unclear, low buzz, from 1 post about Robo-bench in the last month

One well-followed researcher used RoboBench to compare models' supervisory ability for robot policies, noting score gaps and token efficiency; otherwise little discussion.

@arankomatsuzaki ↗

How we got to tier C
  1. Adoption: 14 models scored. Tier C.
  2. On X: unclear, low buzz. “One well-followed researcher used RoboBench to compare models' supervisory ability for robot policies, noting score gaps and token efficiency; otherwise little discussion.” No move.
  3. In curated RL directories: 2 points, a floor of C.
  4. Confirmed: a line from its own site or paper places it.

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, 2026-10-15 snapshot.