Compare frameworks
Ragas vs Semantic Kernel vs AutoGen
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.
| Field | Ragas | Semantic Kernel | AutoGen |
|---|---|---|---|
| Stars | 15,834Synced from sourceCurrent2h ago | 28,593Synced from sourceCurrent2h ago | 61,130 (highest of the compared values)Synced from sourceCurrent2h ago |
| downloads | — | — | 47,487Synced from sourceAging6d ago |
| Last commit | 2026-02-24Synced from sourceCurrent2h ago | 2026-09-19Synced from sourceCurrent2h ago | 2026-04-15Synced from sourceCurrent2h ago |
| Language | pythonSeeded, unreviewedwritten 1mo ago | csharpSeeded, unreviewedwritten 1mo ago | pythonSeeded, unreviewedwritten 1mo ago |
| Licence | Apache-2.0Synced from sourceCurrent2h ago | MITSynced from sourceCurrent2h ago | CC-BY-4.0Synced from sourceCurrent2h ago |
| Archived | noSynced from sourceCurrent2h ago | noSynced from sourceCurrent2h ago | noSynced from sourceCurrent2h ago |
| Category | evaluationSeeded, unreviewedwritten 1mo ago | orchestrationSeeded, unreviewedwritten 1mo ago | multi-agentSeeded, unreviewedwritten 1mo ago |
| Contributors | 246Synced from sourceCurrent2h ago | 416Synced from sourceCurrent2h ago | 534Synced from sourceCurrent2h ago |
| Forks | 1725Synced from sourceCurrent2h ago | 4787Synced from sourceCurrent2h ago | 9246Synced from sourceCurrent2h ago |
| Maintainer | Vibrant LabsSeeded, unreviewedwritten 1mo ago | MicrosoftSeeded, unreviewedwritten 1mo ago | MicrosoftSeeded, unreviewedwritten 1mo ago |
| Open issues | 607Synced from sourceCurrent2h ago | 320Synced from sourceCurrent2h ago | 1098Synced from sourceCurrent2h ago |
| PyPI downloads, monthly | — | — | 263297Synced from sourceAging6d ago |
| PyPI downloads, weekly | — | — | 47487Synced from sourceAging6d ago |
| PyPI package | ragasSynced from sourceCurrent2h ago | semantic-kernelSynced from sourceCurrent2h ago | pyautogenSynced from sourceCurrent2h ago |
| PyPI released | 2026-01-13T17:47:59.200116ZSynced from sourceCurrent2h ago | 2026-08-06T09:56:42.518861ZSynced from sourceCurrent2h ago | 2025-07-15T00:37:26.170442ZSynced from sourceCurrent2h ago |
| Requires Python | >=3.9Synced from sourceCurrent2h ago | >=3.10Synced from sourceCurrent2h ago | >=3.10Synced from sourceCurrent2h ago |
| PyPI version | 0.4.3Synced from sourceCurrent2h ago | 1.44.1Synced from sourceCurrent2h ago | 0.10.0Synced from sourceCurrent2h ago |
| Repository | https://github.com/vibrantlabsai/ragasSynced from sourceCurrent2h ago | https://github.com/microsoft/semantic-kernelSynced from sourceCurrent2h ago | https://github.com/microsoft/autogenSynced from sourceCurrent2h ago |
Sources: GitHub REST API, npm registry downloads, PyPI registry metadata, pypistats.org downloads. Most recent observation 2h 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.
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