Software · head to head
Lightdash vs Metabase
The short version
- Each has a real cost: Lightdash requires existing dbt infrastructure, not suitable for teams without data models; Metabase row and column level permissions and SSO available only in Pro tier and above
- They diverge on capability: Lightdash covers dbt Integration, Metabase covers No-code Query Builder.
Where they differ
Only the attributes on which Lightdash and Metabase actually diverge.
Identical on both: starting price (Free), pricing model (Unknown), free tier (Yes), user rating (Not yet rated), category (Unknown).
What each one covers
Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.
Only in Lightdash
- dbt Integration
- Metrics Layer
- Dashboards
- Scheduling
- Version Control
- dbt
- Databricks
Only in Metabase
- No-code Query Builder
- SQL Editor
- Interactive Dashboards
- Alerts
- Embedding
- MySQL
- MongoDB
Both cover
- BigQuery
- Snowflake
- Redshift
- PostgreSQL
- Web support
- Self-hosted support
- Cloud support
What people use each for
The jobs each tool is most often brought in to do.
Lightdash
- Self-service analyticsnot Metabase
- Data explorationnot Metabase
- Ad-hoc reportingnot Metabase
- Collaborative analysisnot Metabase
- Embedded analyticsnot Metabase
Metabase
- Business intelligence and data exploration for non-technical usersnot Lightdash
- Embedded analytics for SaaS applicationsnot Lightdash
- Self-service reporting and dashboard creationnot Lightdash
- Integration with 40+ data sources including cloud warehousesnot Lightdash
Where each one falls short
Documented limitations, not opinions. Every one is a constraint you would hit in normal use.
Lightdash
- Requires existing dbt infrastructure, not suitable for teams without data models
- Enterprise features and AI agents unavailable in open-source MIT-licensed core
Metabase
- Row and column level permissions and SSO available only in Pro tier and above
- Advanced analytics features like multi-tenant embedded analytics require Pro tier or higher
- AI-powered features incur additional usage-based costs: $3.75 per 1M tokens
- Self-hosted deployment on Free/Open Source tier requires infrastructure management
Pricing, plan by plan
Lightdash
Free- Open SourceFree
- MIT-licensed core
- Self-hostable
- dbt integration
- Cloud Managed$undefined/mo
- Managed hosting
- Premium features
- AI agent capabilities
Metabase
FreeNo published plan breakdown. See the Metabase review.
Which should you pick?
Choose Lightdash if
- You need dbt integration.
- You want to start without paying.
- You work on Web, Cloud (managed), Self-hosted (on-premise).
- You also want metrics layer.
Choose Metabase if
- You need no-code query builder.
- You want to start without paying.
- You work on Web, Self-hosted cloud.
- You also want sql editor.
Questions people ask
- Is Lightdash or Metabase better?
- Neither clearly leads. Lightdash starts at Free and Metabase at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, Lightdash or Metabase?
- Lightdash starts at Free and Metabase at Free.
- Does Lightdash or Metabase run on more platforms?
- Lightdash runs on Web, Cloud (managed), Self-hosted (on-premise). Metabase runs on Web, Self-hosted cloud.
- Can I use Lightdash for free?
- Both have a free tier, so you can try either at no cost before committing.
- What is Lightdash best used for?
- Lightdash is most often used for self-service analytics, data exploration, ad-hoc reporting, collaborative analysis. Of those, self-service analytics and data exploration are not what Metabase is typically brought in for.
- What can Lightdash do that Metabase cannot?
- Lightdash covers dbt Integration, Metrics Layer, Dashboards, Scheduling. Metabase covers No-code Query Builder, SQL Editor, Interactive Dashboards, Alerts. Both handle BigQuery, Snowflake, Redshift, PostgreSQL.
Answered from the vendors’ own pages
Lightdash: Is Lightdash free?
Yes. Lightdash is free and open source under the MIT license. Self-hosting is completely free. Managed cloud services and enterprise features require separate licensing.
SourceLightdash: How does Lightdash integrate with dbt?
Lightdash reads dbt models and metric definitions directly. A team defines metrics once in dbt and reuses them across dashboards, exploration, and AI agents without redefinition.
SourceLightdash: Does Lightdash support SQL queries?
Yes. As a modern BI platform for analysts, Lightdash supports full SQL capabilities alongside dbt model exploration and visual query builders.
SourceLightdash: What are Lightdash AI agents?
Lightdash AI agents, available on paid plans, allow natural language queries against your data, generating SQL and visualizations automatically from questions.
SourceLightdash: Can Lightdash be self-hosted?
Yes. Lightdash's MIT-licensed core is completely self-hostable and free. Enterprise features and AI agents ship under separate licensing.
Source