Mistral: Mistral Small 3.1 24B

Mistral Small 3.1 24B demonstrates a strong overall performance profile, particularly excelling in cost-efficiency and reliability. The model consistently offers among the most competitive pricing, ranking in the 89th percentile across benchmarks, and exhibits exceptional reliability with a 100% success rate, indicating minimal technical failures. While its speed generally places it in the top tier (66th percentile), specific benchmark durations vary. In terms of capabilities, Mistral Small 3.1 24B shows notable strengths in acknowledging uncertainty, achieving 98.0% accuracy in Hallucinations (Baseline) and being the most accurate model at its price point for this category. It also performs well in General Knowledge (98.7% accuracy) and Ethics (99.0% accuracy). Mathematical reasoning is another highlight, with 86.0% accuracy and again, being the most accurate model at its price point. However, the model shows relative weaknesses in Instruction Following (54.3% accuracy) and Reasoning (64.0% accuracy), suggesting areas for potential improvement in handling complex, multi-step directives and abstract problem-solving. Its performance in Email Classification (96.0% accuracy) and Coding (81.0% accuracy) is solid but not top-tier.