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PyPI vs NPM: Choosing the Right Package Registry for Your Library

5 min read

If you’re publishing a library, you’ll usually choose between PyPI (Python) and NPM (JavaScript/TypeScript). Here’s how to pick and what to expect.

NPM is the default registry for Node.js and front-end JavaScript/TypeScript. Use it when your library is consumed by web apps, Node backends, or React/Vue/Next.js projects. Tooling (npm, yarn, pnpm), versioning (semver), and private packages are mature. The ecosystem is huge and fast-moving.

PyPI is the standard for Python packages. Use it when your audience is data scientists, ML engineers, or backend teams writing Python. pip and virtualenv are the norm; publishing is straightforward with twine and build. Many data and ML libraries live only on PyPI.

If your product has a Python API and a JavaScript/TypeScript SDK, publish to both. Keep behavior and versioning aligned (e.g. same major.minor where possible) and document which registry to use for each language. Some companies also publish to Swift Package Index or other registries for mobile or native use.

Whichever registry you use: clear README, semver, changelog, and responsive maintenance matter. A bad package on either registry hurts your brand.

Hendoi Technologies builds and publishes packages to NPM, PyPI, and other registries for companies in the USA, Canada, and Bengaluru. Get a free quote.

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