What is the difference between Lightdash and Count?

Lightdash focuses on dbt integration and is freemium, while Count specializes in Canvas workspace and is freemium. Both are AI Data Analysis tools.

Is Lightdash or Count better?

It depends on your needs. Lightdash excels at Tight dbt integration, while Count is known for Unique canvas UI. Compare their features above to decide which fits your workflow.

Lightdash vs Count

AI Data Analysis tools comparison · Updated 2026

Choosing between Lightdash and Count? Both are popular AI Data Analysis tools. Lightdash starts at Freemium and focuses on dbt integration. Count starts at Freemium and specializes in Canvas workspace. Here's a detailed side-by-side comparison to help you decide.

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	6 listed	6 listed

Lightdash

Open-source BI for dbt users with auto-generated metrics and self-serve exploration.

AI Data Analysis freemium

Visit Lightdash → Alternatives

Count

Collaborative data canvas with SQL, Python, and visual analysis workflows.

AI Data Analysis freemium

Visit Count → Alternatives

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

Self-hosted is free. Cloud Starter free for 3 users. Pro at $20/user/mo. Enterprise custom.

Count

freemium

Free for individuals. Team at $50/user/mo. Enterprise custom pricing.

Pros & Cons

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

The Verdict

Both Lightdash and Count are strong AI Data Analysis tools. Lightdash stands out for Tight dbt integration, making it ideal if that's your priority. Count excels at Unique canvas UI, which may be more important for your workflow.