Reasoning Model

An AI model that explicitly 'thinks through' problems step-by-step before producing an answer, spending additional compute on complex tasks. Reasoning models (like OpenAI o-series and Claude with extended thinking) excel at math, logic, coding, and multi-step planning. For agents, reasoning models improve accuracy on tasks that require analysis—contract review, debugging, financial modeling—at the cost of higher latency and token usage.