WizardLM-2 8x22B

WizardLM-2 8x22B, Microsoft AI's advanced Wizard model, demonstrates highly competitive performance, consistently outperforming existing state-of-the-art open-source models. It performs among the fastest models and offers competitive pricing across benchmarks. The model exhibits exceptional reliability with a 97% success rate, indicating minimal technical failures. In terms of specific performance, WizardLM-2 shows strong accuracy in General Knowledge (95.5%) and Ethics (98.0%), suggesting a robust understanding of factual information and ethical principles. Its Mathematics performance is respectable at 86.0% accuracy, and Email Classification is also solid at 95.0%. However, a significant weakness is evident in Instruction Following, where it achieved 0.0% accuracy, indicating a critical area for improvement. Reasoning and Coding benchmarks also show room for growth, with accuracies of 50.0% and 62.0% respectively. While its speed and cost are generally favorable, the model's inability to follow instructions is a notable limitation that could impact its utility in complex, multi-step tasks.