Compare frameworks

Pydantic AI vs LangChain vs Semantic Kernel

Every figure below carries the source that reported it and the moment it was observed. Values that failed validation are withheld rather than shown, and a dash means no source we track carries that field for that framework.
Pydantic AI vs LangChain vs Semantic Kernel, compared across 22 tracked fields. Each value shows the source that reported it and when.
FieldPydantic AILangChainSemantic Kernel
Stars
21,085Synced from sourceCurrent3h ago
149,181 (highest of the compared values)Synced from sourceCurrent3h ago
28,745Synced from sourceCurrent3h ago
downloads
3,076,771Synced from sourceStale2mo ago· past SLA
4,045,383 (highest of the compared values)Synced from sourceCurrent3h ago
—
Last commit
2026-11-08Synced from sourceCurrent3h ago
2026-11-07Synced from sourceCurrent3h ago
2026-11-07Synced from sourceCurrent3h ago
Language
pythonSeeded, unreviewedwritten 2mo ago
pythonSeeded, unreviewedwritten 2mo ago
csharpSeeded, unreviewedwritten 2mo ago
Licence
MITSynced from sourceCurrent3h ago
MITSynced from sourceCurrent3h ago
MITSynced from sourceCurrent3h ago
Archived
noSynced from sourceCurrent3h ago
noSynced from sourceCurrent3h ago
noSynced from sourceCurrent3h ago
Category
structured-outputSeeded, unreviewedwritten 2mo ago
orchestrationSeeded, unreviewedwritten 2mo ago
orchestrationSeeded, unreviewedwritten 2mo ago
Contributors
658Synced from sourceCurrent3h ago
3751Synced from sourceCurrent3h ago
460Synced from sourceCurrent3h ago
Forks
3127Synced from sourceCurrent3h ago
25088Synced from sourceCurrent3h ago
4856Synced from sourceCurrent3h ago
Maintainer
PydanticSeeded, unreviewedwritten 2mo ago
LangChainSeeded, unreviewedwritten 2mo ago
MicrosoftSeeded, unreviewedwritten 2mo ago
npm downloads, monthly—
13919147Synced from sourceCurrent3h ago
—
npm downloads, weekly—
4045383Synced from sourceCurrent3h ago
—
npm package—
langchainSynced from sourceCurrent3h ago
—
npm window ends—
2026-11-06Synced from sourceCurrent3h ago
—
Open issues
1825Synced from sourceCurrent3h ago
727Synced from sourceCurrent3h ago
315Synced from sourceCurrent3h ago
PyPI downloads, monthly
13478631Synced from sourceStale2mo ago· past SLA
——
PyPI downloads, weekly
3076771Synced from sourceStale2mo ago· past SLA
——
PyPI package
pydantic-aiSynced from sourceCurrent3h ago
langchainSynced from sourceCurrent3h ago
semantic-kernelSynced from sourceCurrent3h ago
PyPI released
2026-11-04T10:28:38.510837ZSynced from sourceCurrent3h ago
2026-11-04T17:07:20.201103ZSynced from sourceCurrent3h ago
2026-11-05T10:58:35.730388ZSynced from sourceCurrent3h ago
Requires Python
>=3.11Synced from sourceCurrent3h ago
<4.0.0,>=3.10.0Synced from sourceCurrent3h ago
>=3.11Synced from sourceCurrent3h ago
PyPI version
2.66.0Synced from sourceCurrent3h ago
1.4.9Synced from sourceCurrent3h ago
1.47.0Synced from sourceCurrent3h ago
Repository
https://github.com/pydantic/pydantic-aiSynced from sourceCurrent3h ago
https://github.com/langchain-ai/langchainSynced from sourceCurrent3h ago
https://github.com/microsoft/semantic-kernelSynced from sourceCurrent3h ago

Sources: GitHub REST API, npm registry downloads, PyPI registry metadata, pypistats.org downloads. Most recent observation 3h ago. Where a row is marked, ▲ is the highest of the values shown and ▼ the lowest — arithmetic on the figures above, not a ranking or a recommendation. Rows where neither extreme is meaningful are left unmarked rather than given a direction they do not have.

Change the comparison

Remove one, or open the directory to pick a different set. Up to 3 at a time.


Every figure on this site resolves to the source that reported it, the moment it was observed, and how it was measured. A value that fails validation is withheld rather than shown — withheld means we refused to publish it, not that it is zero.