Mistral: Mistral 7B Instruct

Mistral 7B Instruct, a 7.3B parameter model from mistralai, demonstrates exceptional speed and cost-efficiency. It consistently ranks among the fastest models, achieving an Infinityth percentile in speed across six benchmarks, and offers highly competitive pricing, ranking in the 93rd percentile across five benchmarks. The model also exhibits outstanding reliability with a 99% success rate, indicating minimal technical failures. In terms of performance across benchmarks, Mistral 7B Instruct shows a mixed profile. It excels in Ethics, achieving 99.0% accuracy, and demonstrates strong performance in Email Classification with 89.0% accuracy. However, it struggles significantly with Instruction Following, scoring 0.0% accuracy, and shows low accuracy in Reasoning (20.0%) and Hallucinations (60.0%). Its General Knowledge accuracy is moderate at 86.4%. While its cost per query is generally low across benchmarks, the duration for some tasks, such as General Knowledge and Ethics, is relatively high. Overall, its key strengths lie in its operational efficiency (speed, cost, reliability) and ethical reasoning, while instruction following and complex reasoning represent notable weaknesses.