Model Hubs & Serving

MaxText

A performant and scalable Jax-based language model.

Status
Generally available
Last checked
Checked · Oct 12, 2026
License
Open source
Pricing
Free tier · from $0
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What it is

MaxText is a high-performance, scalable language model built with Jax. It offers developers a powerful tool for natural language processing tasks, leveraging the efficiency of Jax for optimal performance.

MaxText stands out as a high-performance, scalable language model built on Jax, offering developers full control over deployment and customization.

When it fits — and when it doesn’t

A good fit for

  • Teams needing a high-performance, self-hosted language model for research or development.

  • Projects requiring customization of NLP tasks with Jax.

Look elsewhere if

  • Developers looking for cloud-based managed services.

  • Users who prefer pre-trained models without the need for self-hosting.

Known weaknesses

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

  1. 01

    Complex setup and configuration requirements

    Requires setting up Jax environment with specific hardware dependencies like GPUs or TPUs

What it does well

  • Built with Jax for high performance and scalability.

  • Optimized for natural language processing tasks.

  • Self-hosted, allowing full control over deployment.

Pricing

Free tier
YesOpen source — free to use
Paid from
$0
Model
Flat rate
Enterprise plan
No

Pricing not independently confirmed — check the vendor’s page.

Performance benchmarks

How Fast Is It?

Set up MaxText

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

Open the setup guide →
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MaxText — tracked on AI Navigator

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