ProUtils

Chat Message Token Estimator

Estimate token usage across system, user, assistant, and developer chat messages.

About This Tool

Paste messages JSON or a role-prefixed transcript to estimate token usage by message.

This helps identify which messages dominate context before shortening history or retrieved content.

Output

Estimated tokens

30

Messages

2

Avg/message

15

Token counts are a planning estimate. Use the target model tokenizer for final billing or hard limits.

How to Use

  1. 1

    Enter the values you need or paste your text into the input area.

  2. 2

    Adjust any options, units, or settings for your exact use case.

  3. 3

    Review the result and copy it into your document, workflow, or next task.

Features

Instant Results

Outputs update directly in the browser as you enter values.

Browser-Based Processing

Your inputs are handled locally and are not uploaded for calculation.

Simple Inputs

Clear fields and readable outputs keep repeat tasks fast.

Free to Use

Use the tool immediately with no sign-up or installation.

Common use cases

  • Estimate total chat tokens before an API call.
  • Compare system, user, and assistant message weight.
  • Trim long chat history before it reaches context limits.

Related Tools

Developer Tools