Compare frameworks
Instructor vs LangChain vs Mastra
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 | Instructor | LangChain | Mastra |
|---|---|---|---|
| Stars | 13,939Synced from sourceCurrent4h ago | 146,956 (highest of the compared values)Synced from sourceCurrent4h ago | 28,295Synced from sourceCurrent4h ago |
| downloads | 13,080,962 (highest of the compared values)Synced from sourceStale1mo ago· past SLA | 2,026,447Synced from sourceCurrent4h ago | 1,161,907Synced from sourceCurrent4h ago |
| Last commit | 2026-09-22Synced from sourceCurrent4h ago | 2026-09-24Synced from sourceCurrent4h ago | 2026-09-24Synced from sourceCurrent4h ago |
| Language | pythonSeeded, unreviewedwritten 1mo ago | pythonSeeded, unreviewedwritten 1mo ago | typescriptSeeded, unreviewedwritten 1mo ago |
| Licence | MITSynced from sourceCurrent4h ago | MITSynced from sourceCurrent4h ago | — |
| Archived | noSynced from sourceCurrent4h ago | noSynced from sourceCurrent4h ago | noSynced from sourceCurrent4h ago |
| Category | structured-outputSeeded, unreviewedwritten 1mo ago | orchestrationSeeded, unreviewedwritten 1mo ago | orchestrationSeeded, unreviewedwritten 1mo ago |
| Contributors | 267Synced from sourceCurrent4h ago | 3740Synced from sourceCurrent4h ago | 678Synced from sourceCurrent4h ago |
| Forks | 1262Synced from sourceCurrent4h ago | 24587Synced from sourceCurrent4h ago | 2845Synced from sourceCurrent4h ago |
| Maintainer | 567 LabsSeeded, unreviewedwritten 1mo ago | LangChainSeeded, unreviewedwritten 1mo ago | MastraSeeded, unreviewedwritten 1mo ago |
| npm downloads, monthly | — | 10553700Synced from sourceCurrent4h ago | 5528725Synced from sourceCurrent4h ago |
| npm downloads, weekly | — | 2026447Synced from sourceCurrent4h ago | 1161907Synced from sourceCurrent4h ago |
| npm package | — | langchainSynced from sourceCurrent4h ago | @mastra/coreSynced from sourceCurrent4h ago |
| npm window ends | — | 2026-09-21Synced from sourceCurrent4h ago | 2026-09-21Synced from sourceCurrent4h ago |
| Open issues | 90Synced from sourceCurrent4h ago | 561Synced from sourceCurrent4h ago | 447Synced from sourceCurrent4h ago |
| PyPI downloads, monthly | 27671654Synced from sourceStale1mo ago· past SLA | — | — |
| PyPI downloads, weekly | 13080962Synced from sourceStale1mo ago· past SLA | — | — |
| PyPI package | instructorSynced from sourceCurrent4h ago | langchainSynced from sourceCurrent4h ago | — |
| PyPI released | 2026-09-09T02:25:54.888746ZSynced from sourceCurrent4h ago | 2026-09-18T17:31:10.056247ZSynced from sourceCurrent4h ago | — |
| Requires Python | <4.0,>=3.9Synced from sourceCurrent4h ago | <4.0.0,>=3.10.0Synced from sourceCurrent4h ago | — |
| PyPI version | 1.17.0Synced from sourceCurrent4h ago | 1.4.2Synced from sourceCurrent4h ago | — |
| Repository | https://github.com/567-labs/instructorSynced from sourceCurrent4h ago | https://github.com/langchain-ai/langchainSynced from sourceCurrent4h ago | https://github.com/mastra-ai/mastraSynced 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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