Compare frameworks
Ragas vs DeepEval vs Guardrails
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 | DeepEval | Guardrails |
|---|---|---|---|
| Stars | 16,259Synced from sourceCurrent3h ago | 19,359 (highest of the compared values)Synced from sourceCurrent3h ago | 7,587Synced from sourceCurrent3h ago |
| Last commit | 2026-02-24Synced from sourceCurrent3h ago | 2026-11-07Synced from sourceCurrent3h ago | 2026-11-05Synced from sourceCurrent3h ago |
| Language | pythonSeeded, unreviewedwritten 2mo ago | pythonSeeded, unreviewedwritten 2mo ago | pythonSeeded, unreviewedwritten 2mo ago |
| Licence | Apache-2.0Synced from sourceCurrent3h ago | Apache-2.0Synced 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 2mo ago | evaluationSeeded, unreviewedwritten 2mo ago | validationSeeded, unreviewedwritten 2mo ago |
| Contributors | 246Synced from sourceCurrent3h ago | 348Synced from sourceCurrent3h ago | 79Synced from sourceCurrent3h ago |
| Forks | 1803Synced from sourceCurrent3h ago | 2177Synced from sourceCurrent3h ago | 737Synced from sourceCurrent3h ago |
| Maintainer | Vibrant LabsSeeded, unreviewedwritten 2mo ago | Confident AISeeded, unreviewedwritten 2mo ago | Guardrails AISeeded, unreviewedwritten 2mo ago |
| Open issues | 658Synced from sourceCurrent3h ago | 814Synced from sourceCurrent3h ago | 63Synced from sourceCurrent3h ago |
| PyPI package | ragasSynced from sourceCurrent3h ago | deepevalSynced from sourceCurrent3h ago | guardrails-aiSynced from sourceCurrent3h ago |
| PyPI released | 2026-01-13T17:47:59.200116ZSynced from sourceCurrent3h ago | 2026-11-04T11:29:23.499144ZSynced from sourceCurrent3h ago | 2026-08-14T14:22:27.750056ZSynced from sourceCurrent3h ago |
| Requires Python | >=3.9Synced from sourceCurrent3h ago | <4.0,>=3.9Synced from sourceCurrent3h ago | <3.14,>=3.10Synced from sourceCurrent3h ago |
| PyPI version | 0.4.3Synced from sourceCurrent3h ago | 4.3.3Synced from sourceCurrent3h ago | 0.11.0Synced from sourceCurrent3h ago |
| Repository | https://github.com/vibrantlabsai/ragasSynced from sourceCurrent3h ago | https://github.com/confident-ai/deepevalSynced from sourceCurrent3h ago | https://github.com/guardrails-ai/guardrailsSynced 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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