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Lightdash

UnclaimedEditor reviewed

Open-source BI for dbt projects

Business IntelligenceData VisualizationAnalytics
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Reviews onG2
16 reviews tracked

The Bottom Line

Entry price

Free plan available, paid tiers above

Biggest pro

Open source BI

Biggest con

Learning curve

TL;DR - Lightdash

  • Lightdash is an open-source BI tool that connects to dbt projects
  • It creates dashboards and visualizations directly from dbt metrics
  • Free self-hosted option, Cloud from $350/month
Pricing: Free plan available
Best for: Growing teams
5.0/5 across review platforms

What is Lightdash?

Editorial review
Lightdash provides BI for dbt projects. Define metrics in dbt, explore them in Lightdash-analytics that works with your transformation layer. The dbt integration is native. The metrics layer is shared. The open-source option exists. Data teams using dbt add Lightdash for BI that understands their models.

Available on: Web

how we evaluateSourcelightdash.com ↗

Pros & Cons

Pros

  • Open source BI
  • dbt integration
  • Self-hostable
  • Good for analysts
  • Active development

Cons

  • Learning curve
  • dbt required
  • Limited visualizations
  • Documentation improving
  • Smaller community

Ratings Across the Web

5(16 reviews)
G216 reviews
5/5

Ratings aggregated from independent review platforms. Learn more

Key Features

BI for dbtOpen sourceMetrics layerSelf-serviceGit-basedSelf-hosted option

Pricing Plans

Free Trial

Pricing checked Jun 3, 2026

Most Popular

Free

Free

Open source

  • Self-hosted
  • dbt integration
  • Charts

Cloud

$10/user/month

Managed

  • Managed hosting
  • Support
  • SSO
Calculate your costView full pricing

How Lightdash's pricing compares

At $10/mo, Lightdash is the most affordable of its 3 direct competitors.

Lightdash
$10
Tableau
$15
ThoughtSpot
$25
Metabase
$575

Entry paid plan, monthly. Pricing checked Jun 3, 2026.

Reviews

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5.0/5

Across 16 verified user reviews on G2

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Best Lightdash Alternatives

Top alternatives based on features, pricing, and user needs.

Tableau logo
TableauPaid

See and understand data with beautiful, drag-and-drop visualizations

4.4
Looker logo
LookerPaid

Business intelligence platform

4.4
ThoughtSpot logo
ThoughtSpotFreemium

Agentic analytics platform empowering everyone with real-time, AI-driven insights.

4.4
Metabase logo
MetabaseFreemium

Business intelligence for everyone

4.4
Redash logo
RedashFreemium

Open-source data visualization and dashboards

4.4
See all business intelligence tools →

Still deciding?

Most buyers shortlist 2 or 3 tools before committing. Pull a side-by-side comparison or browse the full alternatives shortlist below.

Lightdash vs TableauHead-to-head: features, pricing, who winsLightdash vs LookerHead-to-head: features, pricing, who winsLightdash vs ThoughtSpotHead-to-head: features, pricing, who wins

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Lightdash FAQ

How does Lightdash integrate with dbt projects?

Lightdash offers native integration with dbt, allowing users to define metrics directly within dbt and then explore them within Lightdash's analytics interface. This approach ensures a shared metrics layer that works seamlessly with your existing transformation layer.

Which teams benefit most from using Lightdash?

Data teams that are already utilizing dbt for their data transformation will find Lightdash particularly beneficial. It provides a business intelligence solution specifically designed to understand and leverage their dbt models.

How is Lightdash priced?

Lightdash is available on a free tier, providing access to its core functionalities. For users requiring additional features or higher usage capacities, paid plans are offered.

What kind of trade-offs should users consider when adopting Lightdash?

Users should be aware that Lightdash has a learning curve and requires dbt to function. Additionally, it currently offers a limited set of visualizations, and its documentation is still in the process of improving.

Can Lightdash be self-hosted?

Yes, Lightdash is a self-hostable business intelligence solution. This provides flexibility for organizations that prefer to manage their own infrastructure.

How does Lightdash compare to Metabase for business intelligence?

Lightdash distinguishes itself from tools like Metabase by offering native integration with dbt projects and focusing on a shared metrics layer defined within dbt. Lightdash is also open-source and self-hostable, catering specifically to dbt users.

Source: lightdash.com

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