Compare frameworks
Ragas vs LlamaIndex vs AutoGen
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 | LlamaIndex | AutoGen |
|---|---|---|---|
| Stars | 15,862Synced from sourceCurrent5h ago | 52,334Synced from sourceCurrent5h ago | 61,194 (highest of the compared values)Synced from sourceCurrent5h ago |
| downloads | — | 149,503 (highest of the compared values)Synced from sourceCurrent5h ago | 47,487Synced from sourceStale10d ago |
| Last commit | 2026-02-24Synced from sourceCurrent5h ago | 2026-09-27Synced from sourceCurrent5h ago | 2026-04-15Synced 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 | CC-BY-4.0Synced from sourceCurrent5h ago |
| Archived | noSynced from sourceCurrent5h ago | noSynced from sourceCurrent5h ago | noSynced from sourceCurrent5h ago |
| Category | evaluationSeeded, unreviewedwritten 1mo ago | ragSeeded, unreviewedwritten 1mo ago | multi-agentSeeded, unreviewedwritten 1mo ago |
| Contributors | 246Synced from sourceCurrent5h ago | 2001Synced from sourceCurrent5h ago | 534Synced from sourceCurrent5h ago |
| Forks | 1728Synced from sourceCurrent5h ago | 8232Synced from sourceCurrent5h ago | 9256Synced from sourceCurrent5h ago |
| Maintainer | Vibrant LabsSeeded, unreviewedwritten 1mo ago | LlamaIndexSeeded, unreviewedwritten 1mo ago | MicrosoftSeeded, unreviewedwritten 1mo ago |
| npm downloads, monthly | — | 445795Synced from sourceCurrent5h ago | — |
| npm downloads, weekly | — | 149503Synced from sourceCurrent5h ago | — |
| npm package | — | llamaindexSynced from sourceCurrent5h ago | — |
| npm window ends | — | 2026-09-26Synced from sourceCurrent5h ago | — |
| Open issues | 617Synced from sourceCurrent5h ago | 896Synced from sourceCurrent5h ago | 1105Synced from sourceCurrent5h ago |
| PyPI downloads, monthly | — | — | 263297Synced from sourceStale10d ago |
| PyPI downloads, weekly | — | — | 47487Synced from sourceStale10d ago |
| PyPI package | ragasSynced from sourceCurrent5h ago | llama-indexSynced from sourceCurrent5h ago | pyautogenSynced from sourceCurrent5h ago |
| PyPI released | 2026-01-13T17:47:59.200116ZSynced from sourceCurrent5h ago | 2026-09-21T16:22:20.056831ZSynced from sourceCurrent5h ago | 2025-07-15T00:37:26.170442ZSynced from sourceCurrent5h ago |
| Requires Python | >=3.9Synced from sourceCurrent5h ago | <4.0,>=3.10Synced from sourceCurrent5h ago | >=3.10Synced from sourceCurrent5h ago |
| PyPI version | 0.4.3Synced from sourceCurrent5h ago | 0.14.25Synced from sourceCurrent5h ago | 0.10.0Synced from sourceCurrent5h ago |
| Repository | https://github.com/vibrantlabsai/ragasSynced from sourceCurrent5h ago | https://github.com/run-llama/llama_indexSynced from sourceCurrent5h ago | https://github.com/microsoft/autogenSynced 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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