How many words is 1,000 tokens?
The short answer is about 750 English words. The longer answer depends on the model, the language, and what kind of text you are measuring.
By the Chelure Enterprises Editorial Team. Last reviewed . How we check our sources.
Try it yourself
Why 750?
A token is a chunk of text, and in typical English prose a token averages about four characters or about three quarters of a word. Short common words such as "the" or "and" are one token each. Longer or rarer words are split: "unbelievably" might become two or three tokens. Numbers, punctuation, and whitespace add tokens too. Averaged over a normal paragraph, the result is the familiar 0.75 words per token, or about 1,333 tokens per 1,000 words.
Why Claude's number is lower
Anthropic states in its pricing documentation that Claude 4.7 and later models use a newer tokenizer that produces approximately 30% more tokens for the same text than earlier Claude models. More tokens per word means fewer words fit in 1,000 tokens. If you are moving a workload from an older Claude model to a newer one, expect the token count of the same prompts to rise, and budget for it. Our Claude preset uses 0.58 words per token as an estimate; measure your own text with the provider's token-counting API when accuracy matters.
What changes the ratio
- Language. English is usually the most efficient. Many other languages need noticeably more tokens for the same meaning.
- Code and data. Symbols, indentation, JSON braces and identifiers split into many small tokens.
- Numbers and URLs. Long digit strings and URLs tokenize poorly.
- Formatting. Markdown, tables, and heavy whitespace add tokens without adding words.
Reference points
| Tokens | Approx. words | Roughly equals |
|---|---|---|
| 100 | 75 | A short paragraph |
| 1,000 | 750 | A long blog intro, about 1.5 pages |
| 8,000 | 6,000 | A short story |
| 128,000 | 96,000 | A full-length novel |
| 1,000,000 | 750,000 | Several long books |
Approximations for English prose at 0.75 words per token and 500 words per page.
Next steps
To measure your own text, use the token counter. To turn tokens into dollars, use the cost calculator.
Frequently asked questions
How many words is 1,000 tokens?
Roughly 750 English words with OpenAI-style tokenizers. With Claude's newer tokenizer the figure is lower, around 550 to 650 depending on the text, because it produces more tokens per word.
How many tokens is 1,000 words?
About 1,300 to 1,350 tokens with an OpenAI-style tokenizer, and more with Claude's newer one.
Why do the numbers vary?
Each provider trains its own tokenizer, and the split depends on language, vocabulary, formatting, and whether the text is prose, code or data.
Cite this page: How many words is 1,000 tokens?. Createchz AI Tools, verified November 13, 2026. https://createchz.com/tokens/how-many-words-is-1000-tokens/