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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 |  QdrantAI Data & Retrieval |
|---|---|---|
| JAVIS Score | 63 / 100 | 89 / 100 |
| Price | $29/month | Usage-based |
| 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. | Qdrant kept doing the boring thing well, and used the money it raised to expand where that engine can run. |
| Last checked | Oct 20, 2026 | Oct 5, 2026 |
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