OpenAI GPT Token Counter

Efficiently count OpenAI tokens for various models including GPT-5 and GPT-4.

GrowingOpen SourceLow lock-in

Pricing

Free tier

Flat rate

Adoption

Cooling

License

Open Source

Data freshness

Aging · Jun 8, 2026

Overview

What is OpenAI GPT Token Counter?

A tool to accurately count the number of tokens in a string for all OpenAI Text models, aiding developers in optimizing their usage and costs. Supports GPT-5, GPT-4, GPT-3.5-turbo, and specialized models.

Key differentiator

The OpenAI GPT Token Counter provides precise and efficient token counting capabilities specifically tailored for developers working with various OpenAI Text models, ensuring optimal usage and cost management.

Capability profile

Capability Radar

Ease of StartEcosystemValueMaturityFlexibilityScale Ready

Honest assessment

Strengths & Weaknesses

↑ Strengths

Supports all OpenAI Text models including GPT-5, GPT-4, and specialized models.medium

Accurate token counting for optimizing API usage and cost management.medium

Easy integration as a library in JavaScript projects.medium

↓ Weaknesses

Limited language support beyond JavaScripthigh

The tool is primarily developed for and optimized in JavaScript, which may limit its accessibility to developers working with other languages.

Potential inaccuracies due to reliance on community-maintained mappingsmedium

Token counting accuracy can vary depending on the up-to-date status of model-specific tokenization rules maintained by the community, which may not always be current.

Complex setup for non-standard environmentslow

Setting up and integrating the tool in non-standard or less common development environments can require additional configuration steps that are not well-documented.

Fit analysis

Who is it for?

✓ Best for

JavaScript developers who need accurate token counting for optimizing their use of OpenAI Text models.

Teams working on projects with strict budget constraints and need to manage API costs effectively.

✕ Not a fit for

Projects that require real-time token counting in a cloud environment, as this tool is designed for local integration.

Developers who are not using JavaScript or do not have the capability to integrate a library into their projects.

Cost structure

Pricing

Free Tier

Available

Open source — free to use

Starts at

$0

Model

Flat rate

Enterprise

None

Performance benchmarks

How Fast Is It?

Ecosystem

Relationships

Next step

Get Started with OpenAI GPT Token Counter

Step-by-step setup guide with code examples and common gotchas.

View Setup Guide →