LLMTokenBase

Free token counters that run in your browser.

Paste a prompt or a model reply and watch tokens, words, and characters update as you type. Built for context limits and API length checks - not for another signup wall.

Runs in your browserNo account neededYour text stays on your device
token-countero200kClaudeGeminiTOKENS1,284WORDS312CHARS1,890+128 tok

What a token counter is for

Large language models do not bill or truncate by page count. They split text into tokens - pieces that may be a word, part of a word, punctuation, or a code fragment. Two prompts that look similar in an editor can differ a lot once tokenized, especially with code, mixed languages, or dense punctuation.

A browser token counter helps you check length before you hit a context window, truncate a ChatGPT paste, or spend budget on an oversized API request. LLM TokenBase keeps that check local: paste text, pick a mode, read tokens, words, and characters.

When people use these tools

01

Prompt and completion sizing

Estimate how long a system prompt, few-shot block, or model reply is before you send it or store it in a pipeline.

02

Context window planning

See whether a long paste is already eating most of a window, so you can trim before the model refuses or silently drops earlier turns.

03

Rough cost awareness

Use token counts as a planning input for API spend. Exact invoices still come from the provider; this page is for decisions before you ship.

Why TokenBase

01

Runs locally

Counts are computed on your device. Close the tab and the pasted draft is gone - the page never needed that text on a server.

02

Model modes

Switch GPT-style, Claude, or Gemini modes when the difference matters. If a mode cannot be exact in a static page, we label it approximate.

03

No account required

Open a page, paste, read the number. No login wall, workspace setup, or email gate before a length check.

Common questions

Is token counting the same as word count?

No. Word count is useful for reading length. Token count is what most model APIs and context windows use. Code and non-English text often change the ratio.

Do I need an account?

No. Open a tool page, paste text, and read the result. There is no signup step for the counters.

Does my text leave the browser?

Counting runs on your device. Closing the tab clears what you pasted. We do not need that draft on a server to run the page.

How accurate are Claude and Gemini modes?

Those modes are estimates and are labeled approximate. OpenAI-style modes aim closer to common tiktoken encodings when available in the browser.