Z.AI: GLM 4 32B

Z.AI: GLM 4 32B, a cost-effective foundation language model from z-ai, demonstrates competitive response times, ranking in the 50th percentile for speed across various benchmarks. Its pricing is a significant advantage, consistently placing it among the most competitive models at the 84th percentile. The model exhibits strong performance in specific areas. It excels in preventing hallucinations, achieving 98.0% accuracy and being highlighted as the most accurate model at its price point for this task. Email Classification also shows high accuracy at 98.0%. Instruction Following is moderately strong at 55.0% accuracy. However, GLM 4 32B shows notable weaknesses in several critical domains. Its General Knowledge is below average at 32nd percentile accuracy, and its performance in Ethics, Mathematics, Reasoning, and Coding is particularly low, ranking in the single or low double digits for accuracy. Despite its enhanced capabilities in tool use, online search, and code-related tasks as described, the benchmark results for Coding and Reasoning do not reflect this, indicating a potential discrepancy or specific limitations within the tested scenarios.