Mistral: Codestral 2501

Mistral's Codestral 2501 demonstrates strong overall performance, particularly in speed and reliability. It performs among the fastest models, ranking in the 67th percentile for speed across various benchmarks. The model also offers competitive pricing, typically providing cost-effective solutions in the 63rd percentile. Notably, Codestral 2501 exhibits exceptional reliability with a 96% success rate, indicating minimal technical failures and consistent evaluable responses. In terms of specific performance, Codestral 2501 excels in Hallucinations (98.0% accuracy), demonstrating a strong ability to acknowledge uncertainty. It also shows impressive speed in Mathematics, ranking in the top 3 and being the most accurate among models of similar speed. Its core specialization in Coding yields a solid 82.0% accuracy. However, the model shows weaknesses in Ethics (65.0% accuracy) and Reasoning (52.0% accuracy), where its performance is below average. General Knowledge and Email Classification also present opportunities for improvement. Its high context length of 262144 is a significant advantage for complex coding tasks.