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LLM Token Counter & Context Budgeter
Paste any text to estimate its token count and see how much of each model's context window it uses — from 8K to 1M.
Tokens (est.)
0
Words
0
Characters
0
Context-window fit
8K legacy / small—
32K GPT-4 32k—
128K GPT-4o / Llama—
200K Claude—
1M Gemini 1.5/2—
Estimate only (~4 chars/token for English prose). Exact counts vary by model and tokenizer — code, non-English text, and rare words tokenize differently. Planning a budget by cost instead? Try the LLM Cost Estimator →
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