Tokens to Words Calculator
Word Count
Rule of thumb: 1 token ≈ 0.75 words. GPT-4 context = 128K tokens ≈ 96K words.
A tokens to words calculator estimates the relationship between AI language model tokens and human-readable words. Tokenization splits text into subword units — most English words are 1–2 tokens.
- 1Rule of thumb: 1 token ≈ 0.75 words (or 4 characters)
- 21,000 tokens ≈ 750 words ≈ 3 pages A4
- 3Common words are usually 1 token; rare words may be 2–4 tokens
- 4GPT-4 context limit: 128K tokens ≈ 96,000 words
1,000 words=~1,333 tokens
128,000 tokens (GPT-4 context)=~96,000 words or ~384 A4 pages
1 token=~0.75 words or ~4 characters
| Model | Context (tokens) | Approx Words |
|---|---|---|
| GPT-3.5 Turbo | 16K | 12,000 |
| GPT-4o | 128K | 96,000 |
| Claude Sonnet 4 | 200K | 150,000 |
| Gemini 1.5 Pro | 1M | 750,000 |
| Llama 3 70B | 128K | 96,000 |
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