Side by side
Columns vs Cube
Compare what each tool does, what it costs, and how it fits your workflow.
Designed for
Automate clear insights from any data
AI analytics your team and customers can trust.
Primary task
Business intelligence
Business intelligence
Pricing
Freemium · Free
Freemium · Free + from $40/mo
Pricing details
Free
Free + from $40/mo
Billing cycle
Pay-as-you-go
Monthly
API access
Not documented
Not documented
Platforms
Web
Web
Integrations
Google Sheets
Not documented
Source rating
4.0 / 5 · 10 ratings
5.0 / 5 · 1 ratings
Catalog views
55k
1.6k
Estimated monthly traffic
—
—
Catalog imported
31 Aug 2026
31 Aug 2026
Listed strengths
- Real-time data visualization
- Collaboration in real-time
- Natural language inputs
- Fine-grained access controls
- Self-serve data storytelling
- Semantic layer architecture
- Consistent, trustworthy analytics
- Analytics Chat API
- Offers Creator Mode
- Natural language analytics
Listed limitations
- Requires Javascript
- Limited integration options
- Relies on GPT-3
- No desktop app
- Real-time collaboration issues
- Requires semantic layer understanding
- Limited customization
- API may be complex
- No mention of offline use
- Creator Mode may confuse users