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Controlling How Much a Model Thinks - Why the Same Request Means Different Things Across Model Generations, and What the Output Cap Actually Counts | hidekazu-konishi.com

hidekazu-konishi.com · published 9 September 2026

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https://platform.claude.com/docs/en/build-with-claude/thinking

platform.claude.com

https://platform.claude.com/docs/en/build-with-claude/thinking-troubleshooting

platform.claude.com

https://platform.claude.com/docs/en/build-with-claude/thinking-steering-and-cost

platform.claude.com

https://platform.claude.com/docs/en/build-with-claude/effort

platform.claude.com

https://platform.claude.com/docs/en/build-with-claude/task-budgets

platform.claude.com

https://platform.claude.com/docs/en/build-with-claude/extended-thinking

platform.claude.com

https://platform.claude.com/docs/en/build-with-claude/prompt-caching

platform.claude.com

https://platform.claude.com/docs/en/build-with-claude/mid-conversation-system-messages

platform.claude.com

https://platform.claude.com/docs/en/models/opus-5/migration-guide

platform.claude.com

https://platform.claude.com/docs/en/api/beta-headers

platform.claude.com

https://platform.claude.com/docs/en/build-with-claude/prompt-engineering/prompting-claude-opus-5

platform.claude.com

https://developers.openai.com/api/docs/guides/reasoning

developers.openai.com

https://ai.google.dev/gemini-api/docs/thinking

ai.google.dev