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See how reviewed tools stack up for your needs. Every value comes from a published JAVIS review.
| Feature / criteria |  RAGFlowAI Data & Retrieval |  LlamaIndexAI Data & Retrieval |
|---|---|---|
| JAVIS Score | 63 / 100 | 87 / 100 |
| Price | $29/month | $50/mo |
| Pricing model | Freemium | Open source |
| Free tier | ✓ Yes | ✓ Yes |
| Open source | ✕ No | ✓ Yes |
| Our verdict | Strong open-source RAG engine for hard documents with a cheap $29 cloud plan, but 1.0 is still a release candidate, defaults are weak and the cloud terms are unfinished. | LlamaIndex didn't stay the librarian for your RAG stack. It became a document-parsing vendor with a free framework attached. |
| Last checked | Oct 20, 2026 | Oct 5, 2026 |
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