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Reasoning Tokens For Thinking Models

Source
openrouter.ai
Author
OpenRouter
Date

Context

OpenRouter introduced a way for applications to receive a supported model's reasoning text separately from its final answer. Its January 2025 announcement showed an API option that placed this text in a separate response field, initially for DeepSeek R1 and models derived from it, with Gemini thinking models listed as upcoming.

That separation lets an application display the intermediate text or pass it into another model's prompt. The announcement illustrated the latter with a toy example that feeds R1's reasoning to a much simpler model, and OpenRouter itself calls the example's utility questionable. The post establishes access to an additional model output, not measured evidence that passing reasoning between models improves a real workflow.

Terms in this piece · Glossary
  • context window — The maximum amount of text a model can consider at once — its working memory for the current conversation or task.
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