Z.ai: GLM 4.6V

Z.AI's GLM-4.6V, a large multimodal model created on December 8, 2025, demonstrates a balanced performance profile with notable strengths in reliability and specific accuracy benchmarks. The model exhibits moderate speed performance, ranking in the 30th percentile, indicating it performs at an average pace compared to other models. Its pricing is also moderate, positioned at the 34th percentile, suggesting it offers competitive costs without being the cheapest option. A standout feature is its exceptional reliability, achieving a 100% success rate across all benchmarks, signifying minimal technical failures and consistent response delivery. In terms of benchmark performance, GLM-4.6V excels in ethical reasoning, achieving a perfect 100.0% accuracy, making it the most accurate model at its price point and among models of similar speed. It also shows strong general knowledge with 99.5% accuracy, placing it in the 76th percentile. Coding performance is solid at 89.0% accuracy. The primary area for improvement lies in its handling of hallucinations, where it scored 90.0% accuracy, ranking in the 40th percentile, indicating some room for improvement in acknowledging uncertainty. Its duration for hallucination tests was also relatively slow. Overall, GLM-4.6V is a highly reliable multimodal model with strong ethical and general knowledge capabilities, making it suitable for applications requiring high accuracy and consistent operation, particularly in complex visual and long-context reasoning tasks.