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Claude Token Counter

A labelled estimate of Claude tokens, next to an exact OpenAI count for comparison.

Encoding

Used by: GPT-4o, GPT-4.1, o1, o3, o4-mini.

Try:
Counted on this device. Nothing is uploaded.
Type the price from your provider's pricing page. Prices change, so none are built in.

Tokens (o200k_base, exact)

Loading the tokenizer...
Characters
125
Words
22
Chars per token
-

Estimate for other models

about 36 tokens estimate

Claude does not publish a tokenizer this tool can run, so this divides the 125 characters by 3.5 characters per token, a rough figure for English prose. Code and other languages usually need more tokens. Use the provider's own counter when the exact number matters.

Cost

Enter your price per 1 million tokens to see the cost.

Cost = tokens / 1,000,000 x your price. Input and output tokens are priced separately by most providers.

Tokens

Waiting for the tokenizer.

Spaces show as a dot. Hover or tap a token to see its id. A character that needs several tokens is shown as one block.

  1. Tools
  2. AI
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  4. Claude Token Counter

About Claude Token Counter

This page gives an estimate of how many tokens Claude would use for your text. Claude has its own tokenizer, which this page does not run, so the figure is the character count divided by about 3.5 characters per token and is marked as an estimate. It is free, needs no sign-up and runs in your browser, so nothing you enter is uploaded.

It sits beside the exact count for an OpenAI encoding so you can see the two together. For English prose the estimate is a reasonable guide, but code and non-English text can differ a lot. For an exact Claude count, use the provider's own token counting.

How to use Claude Token Counter

  1. 1Paste your prompt or text into the box, or tap a sample.
  2. 2Choose the encoding. o200k_base is for GPT-4o and newer, cl100k_base for GPT-4 and GPT-3.5 Turbo.
  3. 3Read the exact token count, characters, words and characters per token.
  4. 4Look at the coloured tokens below. Turn on Show token ids to see the numbers.
  5. 5To see an estimate for Claude, Gemini or Llama, pick the model in the estimate panel. It is labelled as an estimate.
  6. 6To work out a cost, type your price per 1 million tokens from your provider's pricing page.

Features

  • Exact token counts with o200k_base, cl100k_base, p50k_base and r50k_base.
  • Coloured token view, with the id of each token on hover and a switch to list all ids.
  • Characters, words and characters-per-token ratio.
  • Estimates for Claude, Gemini and Llama, labelled as estimates with the ratio shown.
  • Cost calculator that uses the price you enter, so it never goes out of date.
  • Handles other scripts and emoji, and groups tokens that split one character.
  • The tokenizer loads on demand, so the page itself stays light.

Good to know

Why this is only an estimate

Different model families split text differently, so a count from one tokenizer is not a count for another. The estimate uses a fixed ratio and cannot see the actual pieces Claude would use.

Privacy: how it works

  • Counting happens in your browser. Your text is not sent to Ulkaa or to any provider, and no model file is downloaded.

Tips

  • Use the encoding that matches your model. The wrong one can be off by a large margin on non-English text.
  • Trailing spaces and line breaks are tokens too. Trim a prompt before counting if you will trim it before sending.
  • Keep a margin below a context limit, because the answer also uses tokens.
  • A rule of thumb for English is about four characters or three quarters of a word per token, but check with the real count.

Frequently asked questions

Is it really free?

Yes. There is no price, no trial and no credit card. Ulkaa Tool does the work with your own device, so there is no server bill to pass on to you.

Do I need an account?

No. There is no sign-up and no login. Open the page and use it. An Ulkaa account is not needed for anything on this tool.

Does it run in my browser?

Yes. Your text are processed by code running in your browser tab, on your own device.

Is my data uploaded?

No. Your text are never sent to Ulkaa or to anyone else. You can check this yourself by watching the Network tab in your browser developer tools while you use the tool.

Is this the exact number of Claude tokens?

No. It is an estimate from a characters-per-token ratio. The exact number comes from the provider's own token counter.

More Token Counter pages

  • Token CounterPaste a prompt to get an exact token count for OpenAI models, with every token shown.
  • GPT-4o Token CounterAn exact token count for GPT-4o prompts, using the o200k_base encoding.
  • ChatGPT Token CounterPaste a conversation and see how many tokens it uses, with cl100k_base.
  • GPT-3 Token CounterToken counts for text-davinci-003 and Codex, using the p50k_base encoding.
  • GPT-2 and Davinci Token CounterToken counts with r50k_base, the encoding of the original GPT-3 models.
  • Gemini Token CounterA labelled estimate of Gemini tokens for mixed-script text.
  • Llama Token CounterA labelled estimate of Llama tokens for code and prose.

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