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Pyrefly: A fast type checker and language server for Python with powerful IDE features

Pyrefly is a type checker and language server for Python, which provides lightning-fast type checking along with IDE features such as code navigation, semantic highlighting, and code completion. It is available as a command-line tool and an extension for popular IDEs and editors such as VSCode, Neovim, Zed, and more.

See the Pyrefly website for full documentation and how to add Pyrefly to your editor of choice.

Pyrefly's current development status is stable.

Key Features

Fast. Pyrefly checks over 1.85 million lines of code per second, type checking projects like PyTorch 15x faster than Mypy and Pyright. In the IDE, rechecks typically complete in under 10 milliseconds after saving a file.
Production-proven at scale. Pyrefly is the default type checker for Instagram's 20-million-line Python codebase at Meta, and has been adopted by large open source projects including PyTorch and JAX.
Full-featured language server. Code navigation, autocomplete, hover information, inlay hints, semantic highlighting, and more, with consistent results across the CLI and your editor of choice.
Understands real-world Python. Built-in support for frameworks and tools like Pydantic, Django, and pytest, with model validation, field types, fixture navigation, and autocomplete that work out of the box.
Adoption-ready. Migrate from Mypy or Pyright with pyrefly init, silence existing errors with pyrefly suppress, and generate type annotations with pyrefly infer. Start with one file and expand at your own pace.

Getting Started

Try out pyrefly in your browser: Sandbox
Get the command-line tool: pip install pyrefly
Get the IDE extension: IDE installation page

Version Policy

Pyrefly releases new minor versions (1.x.0) monthly and patch versions in between as-needed for critical fixes. Pyrefly does not follow strict semantic versioning: minor versions contain more significant changes than patch versions, but any version may introduce new type errors and other breaking changes. The pyrefly suppress command can be used to easily silence errors when upgrading to a new version.

Getting Involved

If you have questions or would like to report a bug, please create an issue.

See our contributing guide and architecture overview for information on how to contribute to Pyrefly.

Join our Discord to chat about Pyrefly and types. This is also where we hold biweekly office hours.

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Release history Release notifications | RSS feed

1.3.0.dev1 pre-release

Aug 7, 2026

1.2.0

Aug 1, 2026

This release

1.2.0.dev3 pre-release

Jul 24, 2026

1.2.0.dev2 pre-release

Jul 11, 2026

1.2.0.dev1 pre-release

Jul 1, 2026

1.1.1

Jun 18, 2026

1.1.0

Jun 17, 2026

1.1.0.dev2 pre-release

Jun 10, 2026

1.1.0.dev1 pre-release

May 27, 2026

1.0.0

May 12, 2026

0.64.1

May 8, 2026

0.64.0

May 6, 2026

0.63.1

Apr 29, 2026

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0.62.0

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0.61.1

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0.60.2

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0.57.1

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0.42.3

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0.41.3

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0.41.1

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0.41.0

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0.40.1

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0.40.0

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0.39.4

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0.39.1

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0.38.2

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0.38.1

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0.37.0

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0.36.2

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0.36.1

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0.36.0

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0.35.0

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0.34.0

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0.33.1

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0.33.0

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0.32.0

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0.31.1

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0.30.0

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0.29.2

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0.28.1

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0.26.1

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0.23.1

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0.22.2

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0.20.2

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0.18.1

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0.17.1

May 28, 2025

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0.16.3

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0.15.2

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0.14.1

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0.14.0

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0.13.1

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0.13.0

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0.12.1

Apr 26, 2025

0.12.0

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0.11.1

Apr 16, 2025

0.11.0

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0.10.2

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0.10.1

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0.10.0

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0.9.0

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0.8.0

Mar 26, 2025

0.7.0

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0.6.0

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0.5.0

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0.4.0

Mar 14, 2025

0.3.0

Mar 6, 2025

0.2.0

Mar 4, 2025

0.1.0

Feb 19, 2025

pyrefly 1.2.0.dev3

Pyrefly: A fast type checker and language server for Python with powerful IDE features

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