Reasoning Model

Working knowledgeCore AI Concepts

A reasoning model is a class of AI model that works through a problem step by step before producing an answer, rather than generating a response immediately. It is more reliable on complex, multi-step tasks such as legal analysis, financial modelling and technical diagnosis, where a fast but shallow answer is worse than a slower, considered one.

In practice

The trade-off is cost and latency: thinking takes longer and uses more compute per query. Route work by value, sending hard, high-stakes questions to a reasoning model and routine ones to a faster, cheaper model, rather than paying reasoning prices across every interaction.

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