THUDM: GLM 4.1V 9B Thinking

The THUDM: GLM 4.1V 9B Thinking model, created on July 11, 2025, demonstrates exceptional speed and cost-efficiency, consistently ranking among the fastest and most competitively priced models across seven benchmarks. Its reliability is strong, achieving an 89% success rate, indicating consistent operational stability. While the model's "thinking paradigm" aims for advanced reasoning, its performance across specific benchmarks presents a mixed picture. It exhibits a critical weakness in Instruction Following, scoring 0.0% accuracy, which is a significant concern for tasks requiring precise directive adherence. However, it shows strong capabilities in Email Classification and Ethics, both achieving 94.0% accuracy, suggesting proficiency in nuanced categorization and moral reasoning. Its Reasoning benchmark score of 72.0% is respectable, placing it in the 60th percentile. Performance in Coding, General Knowledge, and Mathematics is moderate, with accuracies ranging from 70.0% to 74.0%, but these scores often fall below the 35th percentile, indicating room for improvement compared to peers. The model's strength lies in its efficiency and its ability to handle specific classification and ethical tasks effectively, while its primary weakness is its inability to follow instructions.