Tableau
Visual analytics for governed dashboard teams
SF Score
SF Score editorial score across features, ease, and value. Learn more →
CATEGORY GUIDE
Best AI Analytics Software
Compare AI tools for AI BI & Insights, AI Analytics Platform, AI Data Science Platform, Data Engineering & Analytics Infrastructure, AI Data & Query Analytics, and AI Market & Competitive Intelligence.
EDITOR'S PICKS
Four editor-selected tools to consider
Hand-picked for category fit, not popularity
Google Vertex AI
Managed ML and Gemini for GCP
SF ScoreSF Score editorial score across features, ease, and value. Learn more →
Google Analytics 4
Event analytics for websites and apps
SF ScoreSF Score editorial score across features, ease, and value. Learn more →
4 
Zoho Analytics
Affordable BI for small business teams
SF ScoreSF Score editorial score across features, ease, and value. Learn more →
Showing 1-20 of 70 tools, plus the 4 editor’s picks above
Microsoft BI with Copilot analytics
Managed AI development for AWS teams
Lakehouse analytics for data science teams
Heatmaps and recordings for UX insight
Open-source workflows for analytics and AI
Open-source analytics for technical teams
Spreadsheet analytics on live warehouse data
Cloud data platform with AI functions
Search analytics for business users
CRM reporting inside HubSpot workspaces
AI-powered enterprise data management platform
Product analytics for funnels and retention
AI research across markets and filings
Enterprise product analytics for digital teams
Managed ML for Azure enterprise teams
Collaborative AI platform across business roles
Automated enterprise AI with model governance
Managed data pipelines for analytics teams
Autocapture analytics for digital product teams
Affordable CRO analytics with AI assistant