Chinese LLM Benchmark is a benchmarking and evaluation system for Chinese language large language models.
The project addresses the need to systematically evaluate and compare the capabilities of Chinese-language LLMs across diverse domains and tasks. It provides a structured evaluation framework spanning seven major capability areas including education, healthcare, finance, law, reasoning and mathematics, language and instruction following, and agent and tool use. The evaluation extends to approximately three hundred fine-grained dimensions within these domains. Beyond rankings, the project maintains a defect library exceeding two million entries that documents model failures and limitations, enabling researchers to analyze and improve model performance.
The tool suits organizations and researchers who need comprehensive capability assessment of Chinese LLMs for their specific use cases. It is particularly valuable for those working in regulated industries like finance, healthcare, and law where domain-specific performance matters, as well as for teams developing or fine-tuning private models. The project offers free evaluation services for private models through direct contact with the team. The breadth of model coverage—spanning both commercial systems and open-source alternatives—makes it applicable whether you are selecting among existing models or benchmarking custom implementations.
The project maintains active development with continuous model additions and evaluation updates. The team publishes technical documentation detailing their evaluation methodology and findings. The defect library receives ongoing expansion as new model evaluations are completed. The project provides direct engagement channels for users seeking evaluation services for proprietary models.
