DataFocus vs Smartbi AIChat 白泽

A side-by-side look at scores, pricing and features — with RECATOOLS' ASEAN-aware verdict for each.

DataFocus Search-style NLQ analytics on its own lakehouse; claims sub-3s answers Visit Smartbi AIChat 白泽 Enterprise Agent-BI platform claiming 99% query accuracy after tuning Visit
RECATOOLS Score 6.7 / 10 6.3 / 10
Capability 6.5 7
Value for money 7 5.5
Ease of use 7 6
ASEAN readiness 6.5 4.5
API quality 5.5 5
Pricing Freemium Enterprise
Free tier
Paid from
Has API
Open source
Free to use
Users
Founded
Maker
Verdict

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...

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...

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Comparisons cover up to 4 tools. Scores are RECATOOLS editorial assessments; verify current pricing on each vendor's site.