Reasoning model
A model trained to work through a problem in intermediate steps before answering. Stronger at maths, code and multi-step tasks; slower and pricier per answer.
01In short
A model trained to work through a problem in intermediate steps before answering. Stronger at maths, code and multi-step tasks; slower and pricier per answer.
In productionUse it where the step-by-step matters. Route everything else to something cheaper.
02Video
slot · videoReasoning model in 90 secondsadd: GUIDES['reasoning-model'].video
03Guide
slot · guide
A step-by-step guide for “Reasoning model” goes here. Suggested outline:
- What it is — in one paragraph
- Why it matters in production
- How to do it — 3 to 7 steps
- Pitfalls we see in the field
04Checklist
slot · checklist
Four to eight things a team can tick before go-live.
05FAQ
slot · FAQ
The three questions clients actually ask about “Reasoning model”.
06Related terms
OperationsModel routingSending each request to the cheapest model that can handle it, and only the hard cases to the expensive one.BasicsLLMA neural network trained on huge amounts of text to predict the next token. That simple objective produces models that write, summarise, translate and reason in language.
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