SuperCLUE General (March 2026) - Agentic Task Planning: leaderboard

SuperCLUE general leaderboard, March 2026 edition (2026年3月): agentic task planning (智能体任务规划) score from the 总排行榜 sheet. SuperCLUE's periodic Chinese-language general evaluation uses a new question set each edition, so editions are separate boards. Score 0-100, higher is better.

Metric: Score. Source: www.superclueai.com. Saturation forecast: Around February 2027. 24 models tracked.

Top models

#ModelScoreOverall rank
1Claude Opus 4.6 (Max)89.35#67 (Claude Opus 4.6)
2Doubao-Seed-2-0-Pro-260215 (High)81.04
3GPT-5.4 (xHigh)80.04#83 (GPT-5.4)
4Gemini 3.1 Pro (Preview) (High)78.96#64 (Gemini 3.1 Pro (Preview))
5Kimi K2.5 (Thinking)78.44#152 (Kimi K2.5)
6DeepSeek V4 Pro (Max)77.49#112 (DeepSeek V4 Pro)
7DeepSeek V4 Flash (Max)75.28#155 (DeepSeek V4 Flash)
8Qwen 3.5 397B A17B (Thinking)71.52#154 (Qwen 3.5 397B A17B)
9LongCat-Flash-Thinking-260167.94#242
10Grok 4.20 Beta (0309) (Reasoning)67.35#198 (Grok 4.20 Beta (0309))
11GLM-566.64#149
12MiniMax-M2.565.64#316
13Qwen 3.5 122B A10B (Thinking)65.15#184 (Qwen 3.5 122B A10B)
14Step 3.5 Flash64.06#281
15Gemini 3 Flash (Preview) (High)63.65#90 (Gemini 3 Flash (Preview))

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

Interactive version: theaggregate.ai/benchmark?slug=superclue-general-march-2026-agentic-task-planning · How It Works · Data refreshed daily, snapshot 2026-11-05.