AgentSocialBench - Task Completion Quality: leaderboard
Metric: Task Completion Quality (0-1; five-level grade of the coordination outcome against expert-annotated success criteria) averaged over scenarios, under the L0 (unconstrained) privacy instruction level, judged by Claude Opus 4.6; higher is better. Source: arxiv.org. Saturation forecast: Around January 2027. 8 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Sonnet 4.6 | 0.87 |
| 2 | Kimi K2.5 | 0.86 |
| 3 | Claude Sonnet 4.5 | 0.83 |
| 4 | DeepSeek V3.2 | 0.77 |
| 5 | MiniMax-M2.1 | 0.77 |
| 6 | Claude Haiku 4.5 | 0.73 |
| 7 | Qwen 3 235B A22B | 0.73 |
| 8 | GPT-5 Mini | 0.69 |
Interactive version: theaggregate.ai/benchmark?slug=agentsocialbench-task-completion-quality · How It Works · Data refreshed daily, snapshot 2026-10-07.