SuperCLUE-Agent - Task Planning: leaderboard

SuperCLUE is the Chinese-language evaluation programme run by CLUE; its specialised boards each cover one professional domain and are graded by the organisers rather than self-reported. This board covers agent capability: decomposing a goal into a workable plan.

Metric: Score. Source: www.superclueai.com. Saturation forecast: Estimated already saturated. 11 models tracked.

Top models

#ModelScoreOverall rank
1GPT-4o (2024-05-13)75.39#325
2Qwen 2 72B Instruct73.3#576
3TeleChat271.02#589
4GLM-4 9B Chat69.7#916
5Yi-1.5-6B-Chat64.28#1259
6Phi-3 Mini 128K Instruct55.47#1298
7gemma-7B (IT)47.1#1496

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

Interactive version: theaggregate.ai/benchmark?slug=superclue-agent-task-planning · How It Works · Data refreshed daily, snapshot 2026-10-20.