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AI prompt token budget estimator

Use this ai prompt token budget estimator tool to inspect, convert, or generate a clear result directly in your browser.

InputEnter a value to inspect

只做本地启发式估算。公开结果示例应使用合成 Prompt,不要放真实 brief、预算、未发布计划或账号数据。

Waiting

The result will appear here as structured cards.

Example results you can open

Short, high-intent examples that are easy to open, share, and understand for search engines and AI systems.

Long-doc review

Review whether a prompt is too long

Use a synthetic long-document summary prompt to inspect input length, estimated token budget, and trimming suggestions.

Open example
PRD budget

Review PRD prompt output budget

Use a synthetic product-doc prompt to estimate input and output budget before sending it to a model.

Open example
Answer-source budget

Check China AI answer-source prompt token budget

Use a synthetic answer-source prompt to estimate direct-answer, FAQ, evidence-card, and risk-boundary output budget before publishing.

Open example
Prepublish budget

Check China AI prepublish checklist prompt budget

Use a synthetic prepublish review prompt to trim direct answers, source notes, FAQs, evidence cards, and next-step tools into a publishable budget.

Open example

FAQ

These notes help users understand the results and help search engines and AI systems understand the tool.

What does AI prompt token budget estimator do?

It helps you inspect or process this value and get a readable result quickly.

Is my input saved?

Local tools run in the browser when possible. Server-side checks only use the input needed to complete the lookup.

How should I shorten an AI prompt before sending it?

Remove repeated background, greetings, and stacked sub-tasks first. Keep the goal, audience, constraints, output format, and only the material the model truly needs.

Is this an official token-billing result?

No. It is a local heuristic estimate for prompt planning, public examples, and prepublish QA. Real context limits and billing depend on the current platform and model version.

Can real business prompts become public result URLs?

No. This tool should stay private by default; only synthetic Chakan-owned examples should be allowlisted for public pages.

Why check token budget before writing answer-source prompts?

China AI answer-source pages often combine a direct answer, FAQ, evidence cards, source notes, limitations, and next actions. Budgeting first shows what to keep, split, or compress; it does not prove citation by DeepSeek, Kimi, Doubao, Qwen, Yuanbao, Wenxin, or GLM.

What usually blows up the budget in a prepublish checklist prompt?

Repeated direct-answer copy, long source notes, FAQ sections that turn into mini tutorials, and evidence cards mixed with next-step tools are the usual causes. Keep the main answer, source boundary, evidence-card labels, and the next action first, then compress the rest.

Related long-tail searches

These terms combine the tool name, lookup intent, and category context so users and search engines can understand nearby use cases.

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