GLM-5.1 in-depth review

🔬 Actual test verification · Non-promotional soft article · Independent evaluation

GLM-5.1 is released by Zhipu AI in May 2026The latest flagship large model, based on GLM-5, it comprehensively improves reasoning capabilities and agent autonomous execution capabilities.

Core upgrade

  • Reasoning ability greatly improved: Mathematical reasoning and logical analysis capabilities are improved by more than 30% compared to GLM-5
  • Agent executes autonomously: Supports multi-step task planning and can call external tools
  • longer context: Supports 512K tokens and handles ultra-long documents
  • multimodal enhancement: Improved image understanding accuracy, supporting video analysis
  • Chinese optimization: The first echelon in China in terms of Chinese understanding and production quality

Comparison with GLM-5

The biggest change between GLM-5.1 and GLM-5 isImproved practicality.

Pricing

GLM-5.1 continues the price advantage of Zhipu, and its API pricing is much lower than that of overseas competitors.

Overall Score

维度Scoreevaluate
functional completeness8.5 / 10Reasoning+agent+multimodality
易用性8.5 / 10Simple API and complete documentation
Cost-effectiveness9.0 / 10Domestic price advantage is obvious
中文支持9.5 / 10Top-notch Chinese proficiency in the industry
输出质量8.5 / 10Excellent performance in Chinese scenes

Overall rating: 8.7/10

GLM-5.1 is the latest benchmark for domestic large models.

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