Compare frameworks
Ragas vs AutoGen vs LangChain
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 | Ragas | AutoGen | LangChain |
|---|---|---|---|
| Stars | 15,862Synced from sourceCurrent4h ago | 61,194Synced from sourceCurrent4h ago | 147,178 (highest of the compared values)Synced from sourceCurrent4h ago |
| downloads | — | 47,487Synced from sourceStale10d ago | 3,201,198 (highest of the compared values)Synced from sourceCurrent4h ago |
| Last commit | 2026-02-24Synced from sourceCurrent4h ago | 2026-04-15Synced from sourceCurrent4h ago | 2026-09-27Synced from sourceCurrent4h ago |
| Language | pythonSeeded, unreviewedwritten 1mo ago | pythonSeeded, unreviewedwritten 1mo ago | pythonSeeded, unreviewedwritten 1mo ago |
| Licence | Apache-2.0Synced from sourceCurrent4h ago | CC-BY-4.0Synced from sourceCurrent4h ago | MITSynced from sourceCurrent4h ago |
| Archived | noSynced from sourceCurrent4h ago | noSynced from sourceCurrent4h ago | noSynced from sourceCurrent4h ago |
| Category | evaluationSeeded, unreviewedwritten 1mo ago | multi-agentSeeded, unreviewedwritten 1mo ago | orchestrationSeeded, unreviewedwritten 1mo ago |
| Contributors | 246Synced from sourceCurrent4h ago | 534Synced from sourceCurrent4h ago | 3741Synced from sourceCurrent4h ago |
| Forks | 1728Synced from sourceCurrent4h ago | 9256Synced from sourceCurrent4h ago | 24634Synced from sourceCurrent4h ago |
| Maintainer | Vibrant LabsSeeded, unreviewedwritten 1mo ago | MicrosoftSeeded, unreviewedwritten 1mo ago | LangChainSeeded, unreviewedwritten 1mo ago |
| npm downloads, monthly | — | — | 10682493Synced from sourceCurrent4h ago |
| npm downloads, weekly | — | — | 3201198Synced from sourceCurrent4h ago |
| npm package | — | — | langchainSynced from sourceCurrent4h ago |
| npm window ends | — | — | 2026-09-26Synced from sourceCurrent4h ago |
| Open issues | 617Synced from sourceCurrent4h ago | 1105Synced from sourceCurrent4h ago | 569Synced from sourceCurrent4h ago |
| PyPI downloads, monthly | — | 263297Synced from sourceStale10d ago | — |
| PyPI downloads, weekly | — | 47487Synced from sourceStale10d ago | — |
| PyPI package | ragasSynced from sourceCurrent4h ago | pyautogenSynced from sourceCurrent4h ago | langchainSynced from sourceCurrent4h ago |
| PyPI released | 2026-01-13T17:47:59.200116ZSynced from sourceCurrent4h ago | 2025-07-15T00:37:26.170442ZSynced from sourceCurrent4h ago | 2026-09-18T17:31:10.056247ZSynced from sourceCurrent4h ago |
| Requires Python | >=3.9Synced from sourceCurrent4h ago | >=3.10Synced from sourceCurrent4h ago | <4.0.0,>=3.10.0Synced from sourceCurrent4h ago |
| PyPI version | 0.4.3Synced from sourceCurrent4h ago | 0.10.0Synced from sourceCurrent4h ago | 1.4.2Synced from sourceCurrent4h ago |
| Repository | https://github.com/vibrantlabsai/ragasSynced from sourceCurrent4h ago | https://github.com/microsoft/autogenSynced from sourceCurrent4h ago | https://github.com/langchain-ai/langchainSynced 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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