Compare frameworks
LangChain vs Mastra vs LlamaIndex
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 | Mastra | LlamaIndex |
|---|---|---|---|
| Stars | 147,178 (highest of the compared values)Synced from sourceCurrent4h ago | 28,378Synced from sourceCurrent4h ago | 52,334Synced from sourceCurrent4h ago |
| downloads | 3,201,198 (highest of the compared values)Synced from sourceCurrent4h ago | 1,980,114Synced from sourceCurrent4h ago | 149,503Synced from sourceCurrent4h ago |
| Last commit | 2026-09-27Synced from sourceCurrent4h ago | 2026-09-28Synced from sourceCurrent4h ago | 2026-09-27Synced from sourceCurrent4h ago |
| Language | pythonSeeded, unreviewedwritten 1mo ago | typescriptSeeded, unreviewedwritten 1mo ago | pythonSeeded, 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 | orchestrationSeeded, unreviewedwritten 1mo ago | orchestrationSeeded, unreviewedwritten 1mo ago | ragSeeded, unreviewedwritten 1mo ago |
| Contributors | 3741Synced from sourceCurrent4h ago | 682Synced from sourceCurrent4h ago | 2001Synced from sourceCurrent4h ago |
| Forks | 24634Synced from sourceCurrent4h ago | 2871Synced from sourceCurrent4h ago | 8232Synced from sourceCurrent4h ago |
| Maintainer | LangChainSeeded, unreviewedwritten 1mo ago | MastraSeeded, unreviewedwritten 1mo ago | LlamaIndexSeeded, unreviewedwritten 1mo ago |
| npm downloads, monthly | 10682493Synced from sourceCurrent4h ago | 5868462Synced from sourceCurrent4h ago | 445795Synced from sourceCurrent4h ago |
| npm downloads, weekly | 3201198Synced from sourceCurrent4h ago | 1980114Synced from sourceCurrent4h ago | 149503Synced from sourceCurrent4h ago |
| npm package | langchainSynced from sourceCurrent4h ago | @mastra/coreSynced from sourceCurrent4h ago | llamaindexSynced from sourceCurrent4h ago |
| npm window ends | 2026-09-26Synced from sourceCurrent4h ago | 2026-09-26Synced from sourceCurrent4h ago | 2026-09-26Synced from sourceCurrent4h ago |
| Open issues | 569Synced from sourceCurrent4h ago | 477Synced from sourceCurrent4h ago | 896Synced from sourceCurrent4h ago |
| PyPI package | langchainSynced from sourceCurrent4h ago | — | llama-indexSynced from sourceCurrent4h ago |
| PyPI released | 2026-09-18T17:31:10.056247ZSynced from sourceCurrent4h ago | — | 2026-09-21T16:22:20.056831ZSynced from sourceCurrent4h ago |
| Requires Python | <4.0.0,>=3.10.0Synced from sourceCurrent4h ago | — | <4.0,>=3.10Synced from sourceCurrent4h ago |
| PyPI version | 1.4.2Synced from sourceCurrent4h ago | — | 0.14.25Synced from sourceCurrent4h ago |
| Repository | https://github.com/langchain-ai/langchainSynced from sourceCurrent4h ago | https://github.com/mastra-ai/mastraSynced from sourceCurrent4h ago | https://github.com/run-llama/llama_indexSynced 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.
Change the comparison
Remove one, or open the directory to pick a different set. Up to 3 at a time.