Compare frameworks
LangChain vs LangGraph vs Instructor
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 | LangChain | LangGraph | Instructor |
|---|---|---|---|
| Stars | 147,178 (highest of the compared values)Synced from sourceCurrent3h ago | 42,384Synced from sourceCurrent3h ago | 13,951Synced from sourceCurrent3h ago |
| downloads | 3,201,198Synced from sourceCurrent3h ago | 3,773,725Synced from sourceCurrent3h ago | 13,080,962 (highest of the compared values)Synced from sourceStale1mo ago· past SLA |
| Last commit | 2026-09-27Synced from sourceCurrent3h ago | 2026-09-27Synced from sourceCurrent3h ago | 2026-09-27Synced from sourceCurrent3h ago |
| Language | pythonSeeded, unreviewedwritten 1mo ago | pythonSeeded, unreviewedwritten 1mo ago | pythonSeeded, unreviewedwritten 1mo ago |
| Licence | MITSynced from sourceCurrent3h ago | MITSynced from sourceCurrent3h ago | MITSynced from sourceCurrent3h ago |
| Archived | noSynced from sourceCurrent3h ago | noSynced from sourceCurrent3h ago | noSynced from sourceCurrent3h ago |
| Category | orchestrationSeeded, unreviewedwritten 1mo ago | orchestrationSeeded, unreviewedwritten 1mo ago | structured-outputSeeded, unreviewedwritten 1mo ago |
| Contributors | 3741Synced from sourceCurrent3h ago | 287Synced from sourceCurrent3h ago | 267Synced from sourceCurrent3h ago |
| Forks | 24634Synced from sourceCurrent3h ago | 7174Synced from sourceCurrent3h ago | 1271Synced from sourceCurrent3h ago |
| Maintainer | LangChainSeeded, unreviewedwritten 1mo ago | LangChainSeeded, unreviewedwritten 1mo ago | 567 LabsSeeded, unreviewedwritten 1mo ago |
| npm downloads, monthly | 10682493Synced from sourceCurrent3h ago | 12375862Synced from sourceCurrent3h ago | — |
| npm downloads, weekly | 3201198Synced from sourceCurrent3h ago | 3773725Synced from sourceCurrent3h ago | — |
| npm package | langchainSynced from sourceCurrent3h ago | @langchain/langgraphSynced from sourceCurrent3h ago | — |
| npm window ends | 2026-09-26Synced from sourceCurrent3h ago | 2026-09-26Synced from sourceCurrent3h ago | — |
| Open issues | 569Synced from sourceCurrent3h ago | 831Synced from sourceCurrent3h ago | 111Synced from sourceCurrent3h ago |
| PyPI downloads, monthly | — | — | 27671654Synced from sourceStale1mo ago· past SLA |
| PyPI downloads, weekly | — | — | 13080962Synced from sourceStale1mo ago· past SLA |
| PyPI package | langchainSynced from sourceCurrent3h ago | langgraphSynced from sourceCurrent3h ago | instructorSynced from sourceCurrent3h ago |
| PyPI released | 2026-09-18T17:31:10.056247ZSynced from sourceCurrent3h ago | 2026-09-21T14:43:28.196799ZSynced from sourceCurrent3h ago | 2026-09-09T02:25:54.888746ZSynced from sourceCurrent3h ago |
| Requires Python | <4.0.0,>=3.10.0Synced from sourceCurrent3h ago | >=3.10Synced from sourceCurrent3h ago | <4.0,>=3.9Synced from sourceCurrent3h ago |
| PyPI version | 1.4.2Synced from sourceCurrent3h ago | 1.2.12Synced from sourceCurrent3h ago | 1.17.0Synced from sourceCurrent3h ago |
| Repository | https://github.com/langchain-ai/langchainSynced from sourceCurrent3h ago | https://github.com/langchain-ai/langgraphSynced from sourceCurrent3h ago | https://github.com/567-labs/instructorSynced 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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