Mistral Tiny

Mistral Tiny, powered by Mistral-7B-v0.2, demonstrates a balanced performance profile, particularly excelling in operational efficiency. It performs among the faster models, ranking in the 69th percentile for speed across various benchmarks. Similarly, it offers competitive pricing, also placing in the 69th percentile for cost-effectiveness. A significant strength is its high reliability, consistently providing usable responses with an 84th percentile ranking, indicating minimal technical failures. In terms of specific capabilities, Mistral Tiny shows varied performance. It achieves reasonable accuracy in General Knowledge (87.5%) and Coding (73.0%), though these scores place it in the lower percentiles for accuracy within those categories. Its performance in Classification (Email Classification: 90.0% accuracy) is strong in absolute terms but ranks low comparatively (18th percentile). However, the model exhibits notable weaknesses in more complex cognitive tasks such as Instruction Following (27.0% accuracy), Reasoning (24.0% accuracy), and particularly in Ethics (4.0% accuracy), where it ranks in the lowest percentiles. This suggests its utility is best suited for large batch processing where cost and speed are primary drivers, and complex reasoning or nuanced ethical understanding is not critical.