Choosing an appropriate AI model is its own challenge. It can be difficult to know which model is best for your application without testing, but there are some resources that may help you select the right model for your task. Artificial Analysis provides is one of many websites that provide model comparisons from a variety of tests, including the models available in mentorAI at Syracuse University as of late-May 2025. The intelligence evaluations compare how the models respond to challenges in a variety of contexts.
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One tool you can use to evaluate which model best suits your prompt is LMArena. This tool allows you to enter a prompt and get responses from different LLM models, allowing you to evaluate which LLM better suits the task.