What is the difference between Lightdash and Deepnote?

Lightdash focuses on dbt integration and is freemium, while Deepnote specializes in Real-time collaboration and is freemium. Both are AI Data Analysis tools.

Is Lightdash or Deepnote better?

It depends on your needs. Lightdash excels at Tight dbt integration, while Deepnote is known for Great collaboration. Compare their features above to decide which fits your workflow.

Lightdash vs Deepnote

AI Data Analysis tools comparison · Updated 2026

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

At a Glance

	Lightdash	Deepnote
Category	AI Data Analysis	AI Data Analysis
Pricing	freemium	freemium
Starting Price	Freemium	Freemium
Best For	data-analysis, business-intelligence, dbt	data-analysis, notebooks, collaboration
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

Deepnote

Collaborative data science notebook with real-time editing and AI code assistance.

AI Data Analysis freemium

Visit Deepnote → Alternatives

Feature Comparison

Lightdash	Deepnote
✓ dbt integration	✓ Real-time collaboration
✓ Auto-generated metrics	✓ SQL and Python
✓ Self-serve exploration	✓ AI code assistant
✓ Open source	✓ Built-in visualizations
✓ Dashboard builder	✓ Database connectors
✓ Scheduling	✓ Scheduled runs

Pricing Comparison

Lightdash

freemium

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

Deepnote

freemium

Free for individuals. Team at $22/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

Deepnote

Pros

+ Great collaboration
+ AI assistance
+ Easy database connections
+ Modern UI

Cons

− Less flexible than Jupyter
− Compute limits on free tier
− Vendor lock-in for notebooks

The Verdict

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