Reasoning vs. Non-Reasoning AI Models: What’s the Difference?

Standard AI models deliver pattern-matched responses, delivering accurate but limited answers to your questions. That all changed with the arrival of AI reasoning models that can “think” through your questions and problems step by step. You still receive your answer, but there are some important distinctions between AI reasoning and non-reasoning models.