Compare frameworks
Ragas vs Letta 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 | Letta | Guardrails |
|---|---|---|---|
| Stars | 15,834Synced from sourceCurrent3h ago | 24,864 (highest of the compared values)Synced from sourceCurrent3h ago | 7,443Synced from sourceCurrent3h ago |
| Last commit | 2026-02-24Synced from sourceCurrent3h ago | 2026-09-10Synced from sourceCurrent3h ago | 2026-09-22Synced from sourceCurrent3h ago |
| Language | pythonSeeded, unreviewedwritten 1mo ago | pythonSeeded, unreviewedwritten 1mo ago | pythonSeeded, unreviewedwritten 1mo 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 1mo ago | memorySeeded, unreviewedwritten 1mo ago | validationSeeded, unreviewedwritten 1mo ago |
| Contributors | 246Synced from sourceCurrent3h ago | 155Synced from sourceCurrent3h ago | 79Synced from sourceCurrent3h ago |
| Forks | 1725Synced from sourceCurrent3h ago | 2628Synced from sourceCurrent3h ago | 708Synced from sourceCurrent3h ago |
| Maintainer | Vibrant LabsSeeded, unreviewedwritten 1mo ago | LettaSeeded, unreviewedwritten 1mo ago | Guardrails AISeeded, unreviewedwritten 1mo ago |
| Open issues | 607Synced from sourceCurrent3h ago | 0Synced from sourceCurrent3h ago | 80Synced from sourceCurrent3h ago |
| PyPI package | ragasSynced from sourceCurrent3h ago | lettaSynced from sourceCurrent3h ago | guardrails-aiSynced from sourceCurrent3h ago |
| PyPI released | 2026-01-13T17:47:59.200116ZSynced from sourceCurrent3h ago | 2026-09-23T23:59:05.225455ZSynced from sourceCurrent3h ago | 2026-08-14T14:22:27.750056ZSynced from sourceCurrent3h ago |
| Requires Python | >=3.9Synced from sourceCurrent3h ago | >=3.9Synced from sourceCurrent3h ago | <3.14,>=3.10Synced from sourceCurrent3h ago |
| PyPI version | 0.4.3Synced from sourceCurrent3h ago | 0.33.0Synced from sourceCurrent3h ago | 0.11.0Synced from sourceCurrent3h ago |
| Repository | https://github.com/vibrantlabsai/ragasSynced from sourceCurrent3h ago | https://github.com/letta-ai/lettaSynced 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.
Change the comparison
Remove one, or open the directory to pick a different set. Up to 3 at a time.