How to Use the LLM Context Window Visualizer
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1
Select your target AI model (GPT-4o, Claude 3.5 Sonnet, Gemini 1.5 Pro, or custom token limit).
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2
Paste your system prompt, document context, or dialogue history.
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3
Review real-time capacity percentage, remaining tokens, and estimated cost.
Practical Example & Use Case
Common Real-World Scenario
Testing whether a 45-page legal contract fits inside Claude 3.5 Sonnet's 200,000 token limit without truncation.
Technical Notes & Limitations
Browser Engine Architecture
Token counts are computed using heuristic tokenizers (approx 3.85 characters per token). Exact BPE token counts may vary slightly by tokenizer library.
Frequently Asked Questions
Is my text sent to any AI server?
No. All calculations are performed 100% locally in your web browser.
What happens if I exceed 100% capacity?
The visual progress bar turns red, indicating the LLM will truncate earlier context or throw an error.