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RoboColosseum ran 5,699 blinded comparisons across 124 sites and four robot bodies.

Frontier general rivaled specialized robot policies, and all of them struggled on open-world tasks.

On the Unitree G1 humanoid, no policy completed any of five tasks, with average progress of 13.3% to 23.2%.

Rankings barely agreed between robot bodies ( of 0.24), which undercuts any single leaderboard for this field.
No robot policy finished a single humanoid task in a 124-site test
RoboColosseum ran 5,699 blinded comparisons across 124 sites and four robot bodies. Frontier general agents rivaled specialized robot policies, and all of them struggled on open-world tasks. On the Unitree G1 humanoid, no policy completed any of five tasks, with average progress of 13.3% to 23.2%. Rankings barely agreed between robot bodies (Kendall W of 0.24), which undercuts any single leaderboard for this field. SourcesA
Sources
- ARoboColosseum (Hugging Face Papers)huggingface.co
This story ran in the Morning Brief of November 4th 2026.