Lightdash vs Count

AI Data Analysis comparison · Updated Mar 2026

🏆
Quick Verdict
Lightdash wins overall
Lightdash edges ahead with overall stronger positioning. Choose Count if you need Unique canvas UI.
✍️ Writing Lightdash
💻 Coding Lightdash
👥 Teams Count
💰 Budget Lightdash
🏢 Enterprise Lightdash
Choose Lightdash if…
Tight dbt integration; Open source
Visit Lightdash →
Choose Count if…
Unique canvas UI; Great collaboration
Visit Count →

At a Glance

Lightdash 🏆 Count
Category AI Data Analysis AI Data Analysis
Pricing freemium freemium
Starting Price Freemium Freemium
Best For data-analysis, business-intelligence, dbt data-analysis, collaboration, sql
Features Listed 6 6

Feature Comparison

Lightdash 🏆 Count
dbt integration Canvas workspace
Auto-generated metrics SQL and Python
Self-serve exploration Real-time collaboration
Open source Visual node graphs
Dashboard builder Data storytelling
Scheduling Database connectors

Pricing Comparison

Lightdash
freemium
Best Value
Paid
Self-hosted is free. Cloud Starter free for 3 users. Pro at $20/user/mo. Enterprise custom.
Count
freemium
Paid
Free for individuals. Team at $50/user/mo. Enterprise custom pricing.

Strengths & Weaknesses

Lightdash 🏆
Pros
  • +Tight dbt integration
  • +Open source
  • +Good free tier
  • +Active development
Cons
  • dbt dependency
  • Younger product
  • Fewer visualization types
Count
Pros
  • +Unique canvas UI
  • +Great collaboration
  • +Visual data flows
  • +Free tier available
Cons
  • Niche product
  • Learning curve for canvas
  • Smaller community

Winner by Buyer Type

Buyer Type Best Pick Reason
Solo Developer Lightdash Dev-friendly features + low cost
Marketing Team Lightdash Content creation & collaboration
Enterprise Lightdash Scalability & admin controls
Budget-Conscious Lightdash Best value at lowest price
Content Creators Lightdash Output quality & creative tools
Technical Teams Lightdash API access & developer features

Final Recommendation

🏆 Overall Winner
Lightdash
Lightdash comes out ahead in this comparison. At Freemium, it offers tight dbt integration. If Count fits your workflow better based on the use-case breakdown above, go with that — but for most users, Lightdash is the safer default choice.

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