TeamGym - SARA - Multi-Agent Full-Context: 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 2029. 8 models tracked.

Top models

#ModelScoreOverall rank
1GPT-5.522.2#32
2Gemma 3 27B (IT)11.1#521
3Claude Haiku 4.58.9#283
4Gemma 3 12B (IT)6.7#662
5Qwen 3 235B A22B6.7#317
6Claude Sonnet 4.54.4#146
7Qwen 3 32B4.4#443
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-full-context · How It Works · Data refreshed daily, snapshot 2026-10-29.