Compare frameworks
DeepEval 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 | DeepEval | Guardrails | smolagents |
|---|---|---|---|
| Stars | 19,359Synced from sourceCurrent3h ago | 7,587Synced from sourceCurrent3h ago | 30,260 (highest of the compared values)Synced from sourceCurrent3h ago |
| downloads | — | — | 132,630Synced from sourceStale2mo ago· past SLA |
| Last commit | 2026-11-07Synced from sourceCurrent3h ago | 2026-11-05Synced from sourceCurrent3h ago | 2026-11-03Synced 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 | validationSeeded, unreviewedwritten 2mo ago | multi-agentSeeded, unreviewedwritten 2mo ago |
| Contributors | 348Synced from sourceCurrent3h ago | 79Synced from sourceCurrent3h ago | 208Synced from sourceCurrent3h ago |
| Forks | 2177Synced from sourceCurrent3h ago | 737Synced from sourceCurrent3h ago | 3200Synced from sourceCurrent3h ago |
| Maintainer | Confident AISeeded, unreviewedwritten 2mo ago | Guardrails AISeeded, unreviewedwritten 2mo ago | Hugging FaceSeeded, unreviewedwritten 2mo ago |
| Open issues | 814Synced from sourceCurrent3h ago | 63Synced from sourceCurrent3h ago | 1048Synced from sourceCurrent3h ago |
| PyPI downloads, monthly | — | — | 614573Synced from sourceStale2mo ago· past SLA |
| PyPI downloads, weekly | — | — | 132630Synced from sourceStale2mo ago· past SLA |
| PyPI package | deepevalSynced from sourceCurrent3h ago | guardrails-aiSynced from sourceCurrent3h ago | smolagentsSynced from sourceCurrent3h ago |
| PyPI released | 2026-11-04T11:29:23.499144ZSynced from sourceCurrent3h ago | 2026-08-14T14:22:27.750056ZSynced from sourceCurrent3h ago | 2026-05-29T05:08:43.280962ZSynced from sourceCurrent3h ago |
| Requires Python | <4.0,>=3.9Synced from sourceCurrent3h ago | <3.14,>=3.10Synced from sourceCurrent3h ago | >=3.10Synced from sourceCurrent3h ago |
| PyPI version | 4.3.3Synced from sourceCurrent3h ago | 0.11.0Synced from sourceCurrent3h ago | 1.26.0Synced from sourceCurrent3h ago |
| Repository | https://github.com/confident-ai/deepevalSynced from sourceCurrent3h ago | https://github.com/guardrails-ai/guardrailsSynced 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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