How do I convert words to tokens (and cost)?
Writers and content teams use this to convert a word count into tokens and cost. Token counts drive both cost and whether your prompt even fits, so this page turns your text and settings into exact figures you can act on.
Results update automatically as you type.
- Tokens
- 1,333
- Words
- 1,000
- Characters
- 5,332
Why this isn't trivial
The part people underestimate: the words-to-tokens ratio shifts with language and formatting, so a fixed multiplier misleads for cost. In practice the biggest savings come from using the right ratio for your content type, so it is worth modelling before you commit.
How it's calculated
We estimate this by applying the words-to-tokens ratio and pricing the result at model rates. Every figure uses the current provider prices baked into the site (reviewed daily), and you can override any input to match your own assumptions.
Frequently asked questions
How many tokens per word?+
About 1.3 on average for English prose, but code and other languages differ.
Does formatting matter?+
Yes — markup and punctuation add tokens beyond the visible words.
Are these prices up to date?+
Yes. The model prices behind this calculator are refreshed and reviewed daily, so your estimate reflects current provider rates rather than a stale snapshot.
Related
Estimates for planning. Pricing data last reviewed 28 July 2026.