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Will it fit the context window?

Paste text or enter a token count and see which models hold it, with room left for the reply.

Last reviewed July 17, 2026

How this is computed

Your text is tokenized in the browser (exact for OpenAI-family, per-family ratio estimate otherwise) and compared against each model's context window from provider data. Fit bars reserve the model's maximum output tokens so a technically-fitting prompt that leaves no room to answer is flagged.

Frequently asked

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