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title: Python Type Checker Comparison: Typing Spec Conformance
description: A comparison of Python type checkers (Pyrefly, Pyright, Mypy, Ty, Zuban) based on their conformance to the official Python typing specification. The post...
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# Python Type Checker Comparison: Typing Spec Conformance

**[Hacker News](https://daily.dev/sources/hn)** · 6 min read · 1 upvotes · 0 comments

## Summary

A comparison of Python type checkers (Pyrefly, Pyright, Mypy, Ty, Zuban) based on their conformance to the official Python typing specification. The post explains what the typing spec conformance test suite measures, how false positives and false negatives are counted, and presents a results table as of early March 2026: Pyright leads at 97.8%, followed by Zuban (96.4%), Pyrefly (87.8%), Mypy (58.3%), and Ty (53.2%). It also discusses what conformance doesn't capture, including type inference behavior, type narrowing, and experimental features, and suggests other factors to consider when choosing a type checker.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://pyrefly.org/blog/typing-conformance-comparison/>

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