reasoning benchmark
QwenWorldBench
QwenWorldBench is Qwen's internal benchmark for evaluating LLMs as world models that simulate agentic environments across Terminal, SWE, MCP, Search, OS, Android, and Web domains.
Updated Aug 11, 2026
Models2
Model coverage2
MetricScore
EvidenceB
QwenWorldBench Ranking
Higher score ranks better on this benchmark.
| 1 | AC | 62.1% | 100.0% | 2 | C | |
| 2 | AC | 57.3% | 0.0% | 2 | C |
QwenWorldBench Score Distribution
A closer view of the leading scores on this benchmark.
QwenWorldBench Highlights
The leading models and scores on this benchmark.
What is QwenWorldBench?
What QwenWorldBench measures and how its scores work.
QwenWorldBench is Qwen's internal benchmark for evaluating LLMs as world models that simulate agentic environments across Terminal, SWE, MCP, Search, OS, Android, and Web domains.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- QwenWorldBench
- Modality
- text
- Primary category
- reasoning
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- qwenworldbench|llm-stats-current
Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about QwenWorldBench.
Which model scores highest on QwenWorldBench?
Qwen3.7-Plus is currently ranked first with 62.1%.
What does QwenWorldBench measure?
QwenWorldBench is Qwen's internal benchmark for evaluating LLMs as world models that simulate agentic environments across Terminal, SWE, MCP, Search, OS, Android, and Web domains.
Is a higher score better?
Yes. Higher values rank better for this benchmark.
How many models are compared?
2 model results are currently shown.
Does this benchmark affect the overall score?
No. This benchmark is shown for reference but does not contribute to the overall score.