Benchmark
DeepPlanning Benchmark
What is DeepPlanning?
DeepPlanning evaluates LLMs on complex multi-step planning tasks requiring long-horizon reasoning, goal decomposition, and strategic decision-making.
- Modality
- text
- Evaluates
- reasoning, agents
- Openness
- unknown
- Importer
- LLM Stats
- Reported scores
- 9
Source provenance
- Original evidence https://api.zeroeval.com/leaderboard/benchmarks/deep-planning?top_n=500
DeepPlanning results and reported scores
LLM Stats
| Model | Organization | Reported value | Reported | Evidence |
|---|---|---|---|---|
| Qwen3.5-122B-A10B | Qwen | 0.241 | 2026-02-24 | evidence |
| Qwen3.5-27B | Qwen | 0.226 | 2026-02-24 | evidence |
| Qwen3.5-35B-A3B | Qwen | 0.228 | 2026-02-24 | evidence |
| Qwen3.5-397B-A17B | Qwen | 0.343 | 2026-02-16 | evidence |
| Qwen3.5-4B | Qwen | 0.176 | 2026-03-02 | evidence |
| Qwen3.5-9B | Qwen | 0.18 | 2026-03-02 | evidence |
| Qwen3.6 Plus | Qwen | 0.415 | 2026-04-02 | evidence |
| Qwen3.6-35B-A3B | Qwen | 0.259 | 2026-04-16 | evidence |
| Qwen3.7-Plus | Qwen | 0.623 | 2026-05-31 | evidence |
Scores are partitioned by the source that reported them and are never merged into a single cross-source ranking, because the sources measure different things and say so.