Compare frameworks
Guardrails vs Pydantic AI vs LangGraph
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 | Pydantic AI | LangGraph |
|---|---|---|---|
| Stars | 7,456Synced from sourceCurrent5h ago | 20,220Synced from sourceCurrent5h ago | 42,384 (highest of the compared values)Synced from sourceCurrent5h ago |
| downloads | — | 3,076,771Synced from sourceStale1mo ago· past SLA | 3,773,725 (highest of the compared values)Synced from sourceCurrent5h ago |
| Last commit | 2026-09-25Synced from sourceCurrent5h ago | 2026-09-28Synced from sourceCurrent5h ago | 2026-09-27Synced from sourceCurrent5h ago |
| Language | pythonSeeded, unreviewedwritten 1mo ago | pythonSeeded, unreviewedwritten 1mo ago | pythonSeeded, unreviewedwritten 1mo ago |
| Licence | Apache-2.0Synced from sourceCurrent5h ago | MITSynced from sourceCurrent5h ago | MITSynced from sourceCurrent5h ago |
| Archived | noSynced from sourceCurrent5h ago | noSynced from sourceCurrent5h ago | noSynced from sourceCurrent5h ago |
| Category | validationSeeded, unreviewedwritten 1mo ago | structured-outputSeeded, unreviewedwritten 1mo ago | orchestrationSeeded, unreviewedwritten 1mo ago |
| Contributors | 79Synced from sourceCurrent5h ago | 609Synced from sourceCurrent5h ago | 287Synced from sourceCurrent5h ago |
| Forks | 707Synced from sourceCurrent5h ago | 2796Synced from sourceCurrent5h ago | 7174Synced from sourceCurrent5h ago |
| Maintainer | Guardrails AISeeded, unreviewedwritten 1mo ago | PydanticSeeded, unreviewedwritten 1mo ago | LangChainSeeded, unreviewedwritten 1mo ago |
| npm downloads, monthly | — | — | 12375862Synced from sourceCurrent5h ago |
| npm downloads, weekly | — | — | 3773725Synced from sourceCurrent5h ago |
| npm package | — | — | @langchain/langgraphSynced from sourceCurrent5h ago |
| npm window ends | — | — | 2026-09-26Synced from sourceCurrent5h ago |
| Open issues | 79Synced from sourceCurrent5h ago | 1013Synced from sourceCurrent5h ago | 831Synced from sourceCurrent5h ago |
| PyPI downloads, monthly | — | 13478631Synced from sourceStale1mo ago· past SLA | — |
| PyPI downloads, weekly | — | 3076771Synced from sourceStale1mo ago· past SLA | — |
| PyPI package | guardrails-aiSynced from sourceCurrent5h ago | pydantic-aiSynced from sourceCurrent5h ago | langgraphSynced from sourceCurrent5h ago |
| PyPI released | 2026-08-14T14:22:27.750056ZSynced from sourceCurrent5h ago | 2026-09-25T23:32:17.554286ZSynced from sourceCurrent5h ago | 2026-09-21T14:43:28.196799ZSynced from sourceCurrent5h ago |
| Requires Python | <3.14,>=3.10Synced from sourceCurrent5h ago | >=3.10Synced from sourceCurrent5h ago | >=3.10Synced from sourceCurrent5h ago |
| PyPI version | 0.11.0Synced from sourceCurrent5h ago | 2.51.0Synced from sourceCurrent5h ago | 1.2.12Synced from sourceCurrent5h ago |
| Repository | https://github.com/guardrails-ai/guardrailsSynced from sourceCurrent5h ago | https://github.com/pydantic/pydantic-aiSynced from sourceCurrent5h ago | https://github.com/langchain-ai/langgraphSynced from sourceCurrent5h ago |
Sources: GitHub REST API, npm registry downloads, PyPI registry metadata, pypistats.org downloads. Most recent observation 5h 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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