TeamGym - SARA - Multi-Agent PIU-Only: leaderboard

TeamGym measures how agents combine information to solve tasks. Results distinguish individual agents, cooperating agents and how much information each receives. Episode success (%).

Metric: Episode success (%). Source: arxiv.org. Saturation forecast: Around January 2027. 8 models tracked.

Top models

#ModelScoreOverall rank
1GPT-5.591.1#32
2Claude Haiku 4.575.6#283
3Claude Sonnet 4.542.2#146
4Qwen 3 235B A22B42.2#317
5Qwen 3 32B24.4#443
6Gemma 3 27B (IT)15.6#521
7Gemma 3 12B (IT)6.7#662
8Gemma 3 4B (IT)0#1010

No result here: #3 Claude Opus 5.5, #5 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=teamgym-sara-multi-agent-piu-only · How It Works · Data refreshed daily, snapshot 2026-10-29.