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How do DeepSeek API reasoning tokens count toward the output limit?

Khoa Vu 52 22 Oct 2026

I’m trying to plan output limits for requests to the DeepSeek API, especially when using a reasoning model. Do the tokens used for internal reasoning count toward the same output cap as the final answer, or are they handled separately?

If a response gets cut short, I’d like to know whether the reasoning portion can use up the available budget before the user-facing answer is complete. Any examples of how people size the limit for longer responses would help.


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