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100 Days of Python 3.14 on conda-forge

· 3 min read
Uwe L. Korn
Member of conda-forge/core

Today marks 100 days since the official release of Python 3.14, and we're thrilled to report that conda-forge has achieved its fastest Python version adoption ever. With 1,932 binary packages available at the 100-day mark, Python 3.14 has surpassed all previous Python releases in early availability.

The Numbers

Let's look at how Python 3.14 compares to previous releases at the 100-day milestone:

Binary Packages Only

Python VersionPackages at Day 100
Python 3.101,588
Python 3.111,835
Python 3.121,576
Python 3.131,435
Python 3.141,932

Python 3.14 leads with 1,932 binary packages, beating the previous record holder (Python 3.11) by nearly 100 packages.

Python 3.14 binary package availability

Including noarch and ABI3 Packages

When we count packages that transitioned to noarch: python or ABI3 (stable ABI) builds since the Python 3.10 migration, the numbers are even more impressive:

Python VersionPackages at Day 100 (with noarch + ABI3)
Python 3.101,669
Python 3.112,098
Python 3.121,945
Python 3.131,947
Python 3.142,609

Python 3.14 binary, ABI3 and noarch package availability

Why Python 3.14 Adoption Was So Fast

Several factors contributed to this record-breaking adoption:

1. Better Utilization of Release Candidates

The migration started much earlier than previous versions. Around 40 days before the final release, the migration really kicked into gear. By the time Python 3.14 was officially released, over 1,000 packages were already built and waiting.

2. Improved Tooling and Automation

The regro-cf-autotick-bot has become increasingly effective at opening "Rebuild for Python 3.14" PRs on feedstocks where all dependencies are ready. This automation significantly reduces the burden on maintainers.

3. Growing Use of noarch and ABI3

More packages have transitioned to noarch: python or ABI3 builds, which work across Python versions without rebuilding. This means that once Python 3.14 was released, these packages were immediately available without any additional work.

Using Python 3.14

If you're looking to try Python 3.14 on conda-forge, you can create a new environment using:

conda create -n py314 python=3.14
conda activate py314

If a package is missing, you can lookup on the Status page of the Python 3.14 what is blocking it.


Data for this analysis was generated using conda-forge repodata from January 15, 2026. The analysis tracks packages that have python_abi dependencies for specific Python versions, as well as packages that transitioned from version-specific builds to noarch or ABI3 builds.