Smartbi AIChat 白泽 vs FineChatBI 帆软 vs DataFocus vs Wren AI
A side-by-side look at scores, pricing and features — with RECATOOLS' ASEAN-aware verdict for each.
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Wren AI
Open-source text-to-SQL agent that turns questions into dashboards
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| RECATOOLS Score | 6.3 / 10 | 6.4 / 10 | 6.7 / 10 | 7.4 / 10 |
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| Pricing | Enterprise | Enterprise | Freemium | Freemium |
| Free tier | — | — | — | — |
| Paid from | — | — | — | — |
| Has API | ✓ | ✓ | ✓ | ✓ |
| Open source | ✗ | ✗ | ✗ | ✓ |
| Free to use | ✗ | ✗ | ✓ | ✓ |
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| Verdict | Since 2011, Smartbi has built BI software that's repeatedly landed on Gartner's and IDC's China vendor lists, so AIChat isn't a bolt-on chatbot — it sits on top of a mature, governed-data stack most Agent-BI startups don... |
What FineChatBI is built on is its real advantage: FineBI is one of the most widely deployed BI platforms in China — FanRuan claims eight straight years at #1 market share by IDC — so FineChatBI inherits its permissions,... |
One of the first Chinese vendors to build a genuinely search-driven BI product, DataFocus let users type a question and get a chart years before "ChatBI" became a marketing category. It bundles its own lakehouse and ELT... |
Wren's angle on text-to-SQL is the "context layer" — rather than firing a raw question at an LLM and hoping the schema is self-explanatory, it grounds queries in defined business semantics, which matters once you're past... |
| Full review → | Full review → | Full review → | Full review → |
Comparisons cover up to 4 tools. Scores are RECATOOLS editorial assessments; verify current pricing on each vendor's site.