Model Hubs & Serving

No Token Left Behind

Tool for managing and analyzing Jupyter Notebook projects.

Status
Generally available
Last checked
Checked · Oct 13, 2026
License
Open source
Pricing
Free tier
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What it is

No Token Left Behind is a tool designed to assist developers in managing and analyzing Jupyter Notebook projects. It is open-source and primarily written in Jupyter Notebook, making it accessible for data scientists and researchers familiar with this environment. The tool is relatively new, having been created in May 2022, and it is actively maintained with regular updates. It features a simple setup process and minimal dependencies, making it easy to integrate into existing workflows.

Seamless integration with Jupyter Notebook for project management.

When it fits — and when it doesn’t

A good fit for

  • Data scientists using Jupyter Notebooks

    Integrates directly with Jupyter Notebook, providing a familiar environment.

  • Small teams needing a lightweight project management tool

    Minimal setup and maintenance make it suitable for small teams.

Look elsewhere if

  • Enterprises requiring robust support and documentation

    Limited documentation and small contributor base may not meet enterprise needs.

  • Projects requiring a defined software license

    Lack of explicit licensing information could pose legal risks.

Known weaknesses

Each one links to the public issue, changelog or docs page it came from, where we have one.

  1. 01

    Limited documentation

    No description or detailed documentation available on GitHub.

  2. 02

    Small contributor base

    Only 2 contributors listed on GitHub.

  3. 03

    No explicit license

    License field is marked as NOASSERTION on GitHub.

What it does well

  • Open-source and community-driven

    Available on GitHub with 140 stars and 13 forks.

  • Simple setup process

    Minimal dependencies and straightforward installation.

  • Active maintenance

    Last updated in June 2026 with regular commits.

Pricing

Free tier
Yes
Paid from
—
Model
N/A
Enterprise plan
No

Pricing last confirmed Sep 29, 2026.

Performance benchmarks

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Set up No Token Left Behind

Setup steps, common gotchas and what to check after 30 days.

Open the setup guide →
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