Compare frameworks
Ragas vs AutoGen vs smolagents
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 | smolagents |
|---|---|---|---|
| Stars | 15,834Synced from sourceCurrent3h ago | 61,130 (highest of the compared values)Synced from sourceCurrent3h ago | 29,463Synced from sourceCurrent3h ago |
| downloads | — | 47,487Synced from sourceAging6d ago | 132,630 (highest of the compared values)Synced from sourceStale1mo ago· past SLA |
| Last commit | 2026-02-24Synced from sourceCurrent3h ago | 2026-04-15Synced from sourceCurrent3h ago | 2026-09-23Synced from sourceCurrent3h ago |
| Language | pythonSeeded, unreviewedwritten 1mo ago | pythonSeeded, unreviewedwritten 1mo ago | pythonSeeded, unreviewedwritten 1mo ago |
| Licence | Apache-2.0Synced from sourceCurrent3h ago | CC-BY-4.0Synced from sourceCurrent3h ago | Apache-2.0Synced from sourceCurrent3h ago |
| Archived | noSynced from sourceCurrent3h ago | noSynced from sourceCurrent3h ago | noSynced from sourceCurrent3h ago |
| Category | evaluationSeeded, unreviewedwritten 1mo ago | multi-agentSeeded, unreviewedwritten 1mo ago | multi-agentSeeded, unreviewedwritten 1mo ago |
| Contributors | 246Synced from sourceCurrent3h ago | 534Synced from sourceCurrent3h ago | 208Synced from sourceCurrent3h ago |
| Forks | 1725Synced from sourceCurrent3h ago | 9246Synced from sourceCurrent3h ago | 2991Synced from sourceCurrent3h ago |
| Maintainer | Vibrant LabsSeeded, unreviewedwritten 1mo ago | MicrosoftSeeded, unreviewedwritten 1mo ago | Hugging FaceSeeded, unreviewedwritten 1mo ago |
| Open issues | 607Synced from sourceCurrent3h ago | 1098Synced from sourceCurrent3h ago | 827Synced from sourceCurrent3h ago |
| PyPI downloads, monthly | — | 263297Synced from sourceAging6d ago | 614573Synced from sourceStale1mo ago· past SLA |
| PyPI downloads, weekly | — | 47487Synced from sourceAging6d ago | 132630Synced from sourceStale1mo ago· past SLA |
| PyPI package | ragasSynced from sourceCurrent3h ago | pyautogenSynced from sourceCurrent3h ago | smolagentsSynced from sourceCurrent3h ago |
| PyPI released | 2026-01-13T17:47:59.200116ZSynced from sourceCurrent3h ago | 2025-07-15T00:37:26.170442ZSynced from sourceCurrent3h ago | 2026-05-29T05:08:43.280962ZSynced from sourceCurrent3h ago |
| Requires Python | >=3.9Synced from sourceCurrent3h ago | >=3.10Synced from sourceCurrent3h ago | >=3.10Synced from sourceCurrent3h ago |
| PyPI version | 0.4.3Synced from sourceCurrent3h ago | 0.10.0Synced from sourceCurrent3h ago | 1.26.0Synced from sourceCurrent3h ago |
| Repository | https://github.com/vibrantlabsai/ragasSynced from sourceCurrent3h ago | https://github.com/microsoft/autogenSynced from sourceCurrent3h ago | https://github.com/huggingface/smolagentsSynced 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.
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