DeepSeek V4 Pro API: what reasoning_effort and max_tokens actually do
This story is from 2026-10-27. It is preserved in the archive; the latest stories are on the live feed.
DeepSeek V4 Pro is a reasoning model: before it answers, it spends tokens thinking, and you pay for those tokens. I wanted to know two things before putting it in production: how much the reasoning_effort setting changes that thinking, and whether max_tokens can be used as a cost cap. So I measured…
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- 2026-10-27 02:20 · DEV Community — AI
DeepSeek V4 Pro API: what reasoning_effort and max_tokens actually do