Mistral: Pixtral Large 2411

Mistral: Pixtral Large 2411, a 124B parameter multimodal model, demonstrates strong overall performance, particularly in reliability and specific accuracy benchmarks. It consistently performs in the top tier for speed, ranking in the 67th percentile across 8 benchmarks, indicating efficient processing. Its pricing is moderate, falling within the 26th percentile, suggesting a balanced cost-to-performance ratio. A standout feature is its exceptional reliability, achieving a 100% success rate across all benchmarks, meaning it consistently provides usable responses without technical failures. In terms of accuracy, Pixtral Large excels in areas requiring precise knowledge and ethical reasoning. It achieved perfect 100% accuracy in both Hallucinations (Baseline) and Ethics (Baseline) benchmarks, indicating a strong ability to acknowledge uncertainty and adhere to ethical principles. It also performed well in General Knowledge (99.5% accuracy) and Mathematics (90.0% accuracy). While its Instruction Following (64.0% accuracy) and Reasoning (60.0% accuracy) scores are respectable, they represent areas with potential for further improvement compared to its top-tier performance in other categories. The model's performance in Email Classification (98.0% accuracy) is strong, though its duration for this benchmark was notably high. Coding accuracy (82.0%) is moderate. Overall, Pixtral Large is a highly reliable and accurate model, particularly strong in knowledge-based and ethical tasks, with competitive speed and moderate pricing.