Mistral: Codestral 2508

Mistral's Codestral 2508, a coding-focused language model, demonstrates competitive response times, performing among the average models with a 50th percentile speed ranking. It also offers cost-effective solutions, ranking in the 65th percentile for price across various benchmarks. The model exhibits a mixed performance across different categories. Its primary strength lies in its exceptional cost efficiency in Mathematics, achieving a top 3 ranking for cost, despite a very low accuracy of 3.0%. Codestral 2508 also shows reasonable performance in Instruction Following (57.0% accuracy) and Email Classification (94.0% accuracy). However, its performance in General Knowledge (49.5% accuracy) and Coding (48.0% accuracy) is below average, ranking in the 17th and 22nd percentiles respectively. A notable weakness is its extremely low accuracy in Mathematics, indicating it is not suited for complex mathematical problem-solving. The model's reasoning capabilities are also modest at 46.0% accuracy. While its Ethics accuracy is high at 97.0%, its percentile ranking is average.