Compare frameworks
Ragas vs AutoGen vs Pydantic AI
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 | AutoGen | Pydantic AI |
|---|---|---|---|
| Stars | 15,834Synced from sourceCurrent4h ago | 61,130 (highest of the compared values)Synced from sourceCurrent4h ago | 20,133Synced from sourceCurrent4h ago |
| downloads | — | 47,487Synced from sourceAging6d ago | 3,076,771 (highest of the compared values)Synced from sourceStale1mo ago· past SLA |
| Last commit | 2026-02-24Synced from sourceCurrent4h ago | 2026-04-15Synced from sourceCurrent4h ago | 2026-09-24Synced from sourceCurrent4h ago |
| Language | pythonSeeded, unreviewedwritten 1mo ago | pythonSeeded, unreviewedwritten 1mo ago | pythonSeeded, unreviewedwritten 1mo ago |
| Licence | Apache-2.0Synced from sourceCurrent4h ago | CC-BY-4.0Synced from sourceCurrent4h ago | MITSynced from sourceCurrent4h ago |
| Archived | noSynced from sourceCurrent4h ago | noSynced from sourceCurrent4h ago | noSynced from sourceCurrent4h ago |
| Category | evaluationSeeded, unreviewedwritten 1mo ago | multi-agentSeeded, unreviewedwritten 1mo ago | structured-outputSeeded, unreviewedwritten 1mo ago |
| Contributors | 246Synced from sourceCurrent4h ago | 534Synced from sourceCurrent4h ago | 589Synced from sourceCurrent4h ago |
| Forks | 1725Synced from sourceCurrent4h ago | 9246Synced from sourceCurrent4h ago | 2768Synced from sourceCurrent4h ago |
| Maintainer | Vibrant LabsSeeded, unreviewedwritten 1mo ago | MicrosoftSeeded, unreviewedwritten 1mo ago | PydanticSeeded, unreviewedwritten 1mo ago |
| Open issues | 607Synced from sourceCurrent4h ago | 1098Synced from sourceCurrent4h ago | 965Synced from sourceCurrent4h ago |
| PyPI downloads, monthly | — | 263297Synced from sourceAging6d ago | 13478631Synced from sourceStale1mo ago· past SLA |
| PyPI downloads, weekly | — | 47487Synced from sourceAging6d ago | 3076771Synced from sourceStale1mo ago· past SLA |
| PyPI package | ragasSynced from sourceCurrent4h ago | pyautogenSynced from sourceCurrent4h ago | pydantic-aiSynced from sourceCurrent4h ago |
| PyPI released | 2026-01-13T17:47:59.200116ZSynced from sourceCurrent4h ago | 2025-07-15T00:37:26.170442ZSynced from sourceCurrent4h ago | 2026-09-24T03:23:01.147978ZSynced from sourceCurrent4h ago |
| Requires Python | >=3.9Synced from sourceCurrent4h ago | >=3.10Synced from sourceCurrent4h ago | >=3.10Synced from sourceCurrent4h ago |
| PyPI version | 0.4.3Synced from sourceCurrent4h ago | 0.10.0Synced from sourceCurrent4h ago | 2.49.0Synced from sourceCurrent4h ago |
| Repository | https://github.com/vibrantlabsai/ragasSynced from sourceCurrent4h ago | https://github.com/microsoft/autogenSynced from sourceCurrent4h ago | https://github.com/pydantic/pydantic-aiSynced from sourceCurrent4h ago |
Sources: GitHub REST API, npm registry downloads, PyPI registry metadata, pypistats.org downloads. Most recent observation 4h 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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