language benchmark
AlignBench
AlignBench is a comprehensive multi-dimensional benchmark for evaluating Chinese alignment of Large Language Models. It contains 8 main categories: Fundamental Language Ability, Advanced Chinese Understanding, Open-ended Questions, Writing Ability, Logical Reasoning, Mathematics, Task-oriented Role Play, and Professional Knowledge. The benchmark includes 683 real-scenario rooted queries with human-verified references and uses a rule-calibrated multi-dimensional LLM-as-Judge approach with Chain-of-Thought for evaluation.
Updated Aug 11, 2026
Models4
Model coverage4
MetricScore
EvidenceB
AlignBench Ranking
Higher score ranks better on this benchmark.
| 01 | AC | 81.6% | 100.0% | 4 | C | |
| 02 | DE | 80.4% | 66.7% | 4 | C | |
| 03 | AC | 73.3% | 33.3% | 4 | C | |
| 04 | AC | 72.1% | 0.0% | 4 | C |
AlignBench Score Distribution
A closer view of the leading scores on this benchmark.
AlignBench Highlights
The leading models and scores on this benchmark.
What is AlignBench?
What AlignBench measures and how its scores work.
AlignBench is a comprehensive multi-dimensional benchmark for evaluating Chinese alignment of Large Language Models. It contains 8 main categories: Fundamental Language Ability, Advanced Chinese Understanding, Open-ended Questions, Writing Ability, Logical Reasoning, Mathematics, Task-oriented Role Play, and Professional Knowledge. The benchmark includes 683 real-scenario rooted queries with human-verified references and uses a rule-calibrated multi-dimensional LLM-as-Judge approach with Chain-of-Thought for evaluation.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- AlignBench
- Modality
- text
- Primary category
- language
- Score direction
- higher
- LLMBoard eligible
- Yes
- Evaluation key
- alignbench|llm-stats-current
Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about AlignBench.
Which model scores highest on AlignBench?
Qwen2.5 72B Instruct is currently ranked first with 81.6%.
What does AlignBench measure?
AlignBench is a comprehensive multi-dimensional benchmark for evaluating Chinese alignment of Large Language Models. It contains 8 main categories: Fundamental Language Ability, Advanced Chinese Understanding, Open-ended Questions, Writing Ability, Logical Reasoning, Mathematics, Task-oriented Role Play, and Professional Knowledge. The benchmark includes 683 real-scenario rooted queries with human-verified references and uses a rule-calibrated multi-dimensional LLM-as-Judge approach with Chain-of-Thought for evaluation.
Is a higher score better?
Yes. Higher values rank better for this benchmark.
How many models are compared?
4 model results are currently shown.
Does this benchmark affect the overall score?
Yes. This benchmark can contribute to the current LLMBoard capability score.