Compare frameworks
Guardrails vs Haystack 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 | Guardrails | Haystack | smolagents |
|---|---|---|---|
| Stars | 7,456Synced from sourceCurrent4h ago | 26,618Synced from sourceCurrent4h ago | 29,530 (highest of the compared values)Synced from sourceCurrent4h ago |
| downloads | — | — | 132,630Synced from sourceStale1mo ago· past SLA |
| Last commit | 2026-09-25Synced from sourceCurrent4h ago | 2026-09-25Synced from sourceCurrent4h ago | 2026-09-23Synced from sourceCurrent4h ago |
| Language | pythonSeeded, unreviewedwritten 1mo ago | pythonSeeded, unreviewedwritten 1mo ago | pythonSeeded, unreviewedwritten 1mo ago |
| Licence | Apache-2.0Synced from sourceCurrent4h ago | Apache-2.0Synced from sourceCurrent4h ago | Apache-2.0Synced from sourceCurrent4h ago |
| Archived | noSynced from sourceCurrent4h ago | noSynced from sourceCurrent4h ago | noSynced from sourceCurrent4h ago |
| Category | validationSeeded, unreviewedwritten 1mo ago | ragSeeded, unreviewedwritten 1mo ago | multi-agentSeeded, unreviewedwritten 1mo ago |
| Contributors | 79Synced from sourceCurrent4h ago | 479Synced from sourceCurrent4h ago | 208Synced from sourceCurrent4h ago |
| Forks | 707Synced from sourceCurrent4h ago | 3198Synced from sourceCurrent4h ago | 2999Synced from sourceCurrent4h ago |
| Maintainer | Guardrails AISeeded, unreviewedwritten 1mo ago | deepsetSeeded, unreviewedwritten 1mo ago | Hugging FaceSeeded, unreviewedwritten 1mo ago |
| Open issues | 79Synced from sourceCurrent4h ago | 183Synced from sourceCurrent4h ago | 853Synced from sourceCurrent4h ago |
| PyPI downloads, monthly | — | — | 614573Synced from sourceStale1mo ago· past SLA |
| PyPI downloads, weekly | — | — | 132630Synced from sourceStale1mo ago· past SLA |
| PyPI package | guardrails-aiSynced from sourceCurrent4h ago | haystack-aiSynced from sourceCurrent4h ago | smolagentsSynced from sourceCurrent4h ago |
| PyPI released | 2026-08-14T14:22:27.750056ZSynced from sourceCurrent4h ago | 2026-09-24T10:49:23.742948ZSynced from sourceCurrent4h ago | 2026-05-29T05:08:43.280962ZSynced from sourceCurrent4h ago |
| Requires Python | <3.14,>=3.10Synced from sourceCurrent4h ago | >=3.10Synced from sourceCurrent4h ago | >=3.10Synced from sourceCurrent4h ago |
| PyPI version | 0.11.0Synced from sourceCurrent4h ago | 3.2.0Synced from sourceCurrent4h ago | 1.26.0Synced from sourceCurrent4h ago |
| Repository | https://github.com/guardrails-ai/guardrailsSynced from sourceCurrent4h ago | https://github.com/deepset-ai/haystackSynced from sourceCurrent4h ago | https://github.com/huggingface/smolagentsSynced from sourceCurrent4h ago |
Sources: GitHub REST API, npm registry downloads, PyPI registry metadata, pypistats.org downloads. Most recent observation 4h 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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