DeepPlanning
Progress Over Time
Interactive timeline showing model performance evolution on DeepPlanning
State-of-the-art frontier
Open
Proprietary
DeepPlanning Leaderboard
9 models
| Context | Cost | License | ||||
|---|---|---|---|---|---|---|
| 1 |  Alibaba Cloud / Qwen Team | — | — | — | ||
| 2 | Alibaba Cloud / Qwen Team | — | 1.0M | $0.50 / $3.00 | ||
| 3 | Alibaba Cloud / Qwen Team | 397B | — | — | ||
| 4 | Alibaba Cloud / Qwen Team | 35B | — | — | ||
| 5 | Alibaba Cloud / Qwen Team | 122B | — | — | ||
| 6 | Alibaba Cloud / Qwen Team | 35B | — | — | ||
| 7 | Alibaba Cloud / Qwen Team | 27B | 262K | $0.30 / $2.40 | ||
| 8 | Alibaba Cloud / Qwen Team | 9B | — | — | ||
| 9 | Alibaba Cloud / Qwen Team | 4B | — | — |
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What is DeepPlanning?
DeepPlanning evaluates LLMs on complex multi-step planning tasks requiring long-horizon reasoning, goal decomposition, and strategic decision-making.
DeepPlanning is a text benchmark evaluating models on reasoning and agents tasks. LLM Stats tracks 9 models on this benchmark, scored on a 0–1 scale. The current average is 0.3, with the leader at 0.6.
Compare leaders on the best AI for reasoning and best AI for agents leaderboards.
Current leaders
Qwen3.7-Plus from Alibaba Cloud / Qwen Team currently leads the DeepPlanning leaderboard with a score of 0.623 across 9 evaluated AI models.
FAQ
Common questions about the DeepPlanning benchmark and leaderboard.