Compare frameworks
Ragas vs Guardrails 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 | Guardrails | smolagents |
|---|---|---|---|
| Stars | 15,834Synced from sourceCurrent2h ago | 7,443Synced from sourceCurrent2h ago | 29,463 (highest of the compared values)Synced from sourceCurrent2h ago |
| downloads | — | — | 132,630Synced from sourceStale1mo ago· past SLA |
| Last commit | 2026-02-24Synced from sourceCurrent2h ago | 2026-09-22Synced from sourceCurrent2h ago | 2026-09-23Synced from sourceCurrent2h ago |
| Language | pythonSeeded, unreviewedwritten 1mo ago | pythonSeeded, unreviewedwritten 1mo ago | pythonSeeded, unreviewedwritten 1mo ago |
| Licence | Apache-2.0Synced from sourceCurrent2h ago | Apache-2.0Synced from sourceCurrent2h ago | Apache-2.0Synced from sourceCurrent2h ago |
| Archived | noSynced from sourceCurrent2h ago | noSynced from sourceCurrent2h ago | noSynced from sourceCurrent2h ago |
| Category | evaluationSeeded, unreviewedwritten 1mo ago | validationSeeded, unreviewedwritten 1mo ago | multi-agentSeeded, unreviewedwritten 1mo ago |
| Contributors | 246Synced from sourceCurrent2h ago | 79Synced from sourceCurrent2h ago | 208Synced from sourceCurrent2h ago |
| Forks | 1725Synced from sourceCurrent2h ago | 708Synced from sourceCurrent2h ago | 2991Synced from sourceCurrent2h ago |
| Maintainer | Vibrant LabsSeeded, unreviewedwritten 1mo ago | Guardrails AISeeded, unreviewedwritten 1mo ago | Hugging FaceSeeded, unreviewedwritten 1mo ago |
| Open issues | 607Synced from sourceCurrent2h ago | 80Synced from sourceCurrent2h ago | 827Synced from sourceCurrent2h ago |
| PyPI downloads, monthly | — | — | 614573Synced from sourceStale1mo ago· past SLA |
| PyPI downloads, weekly | — | — | 132630Synced from sourceStale1mo ago· past SLA |
| PyPI package | ragasSynced from sourceCurrent2h ago | guardrails-aiSynced from sourceCurrent2h ago | smolagentsSynced from sourceCurrent2h ago |
| PyPI released | 2026-01-13T17:47:59.200116ZSynced from sourceCurrent2h ago | 2026-08-14T14:22:27.750056ZSynced from sourceCurrent2h ago | 2026-05-29T05:08:43.280962ZSynced from sourceCurrent2h ago |
| Requires Python | >=3.9Synced from sourceCurrent2h ago | <3.14,>=3.10Synced from sourceCurrent2h ago | >=3.10Synced from sourceCurrent2h ago |
| PyPI version | 0.4.3Synced from sourceCurrent2h ago | 0.11.0Synced from sourceCurrent2h ago | 1.26.0Synced from sourceCurrent2h ago |
| Repository | https://github.com/vibrantlabsai/ragasSynced from sourceCurrent2h ago | https://github.com/guardrails-ai/guardrailsSynced from sourceCurrent2h ago | https://github.com/huggingface/smolagentsSynced 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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