productivity benchmark
CoWorkBench
CoWorkBench is Qwen's internal cowork benchmark for evaluating long-horizon office and productivity agent tasks across domains such as computer science, finance, law, and medicine.
Updated Aug 11, 2026
Models3
Model coverage3
MetricScore
EvidenceB
CoWorkBench Ranking
Higher score ranks better on this benchmark.
| 01 | AC | 74.8% | 100.0% | 3 | C | |
| 02 | AC | 67.2% | 50.0% | 3 | C | |
| 03 | AC | 65.1% | 0.0% | 3 | C |
CoWorkBench Score Distribution
A closer view of the leading scores on this benchmark.
CoWorkBench Highlights
The leading models and scores on this benchmark.
What is CoWorkBench?
What CoWorkBench measures and how its scores work.
CoWorkBench is Qwen's internal cowork benchmark for evaluating long-horizon office and productivity agent tasks across domains such as computer science, finance, law, and medicine.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- CoWorkBench
- Modality
- text
- Primary category
- productivity
- Score direction
- higher
- LLMBoard eligible
- Yes
- Evaluation key
- coworkbench|llm-stats-current
Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about CoWorkBench.
Which model scores highest on CoWorkBench?
Qwen3.8 Max is currently ranked first with 74.8%.
What does CoWorkBench measure?
CoWorkBench is Qwen's internal cowork benchmark for evaluating long-horizon office and productivity agent tasks across domains such as computer science, finance, law, and medicine.
Is a higher score better?
Yes. Higher values rank better for this benchmark.
How many models are compared?
3 model results are currently shown.
Does this benchmark affect the overall score?
Yes. This benchmark can contribute to the current LLMBoard capability score.