What is the difference between Lightdash and Metabase?

Lightdash is known for Best for dbt-first data teams and No metric duplication. Metabase stands out for Free open source and Non-technical user friendly. The main trade-off: Lightdash Requires dbt, while Metabase Performance on large datasets.

How much does Lightdash cost compared to Metabase?

Lightdash is open-source, starting at $0. Metabase is open-source, starting at $0.

Should I use Lightdash or Metabase?

Choose Lightdash if best for dbt-first data teams. Choose Metabase if free open source. Both are strong choices — the best pick depends on your team size, budget, and specific use case.

Lightdash vs Metabase(2026)

Lightdash is better for teams that need best for dbt-first data teams. Metabase is the stronger choice if free open source. Lightdash is open-source (from $0) and Metabase is open-source (from $0).

Full feature breakdown, pricing details, and pros & cons below.

By Bikram Nath

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Lightdash

open-source

Lightdash is an open-source BI tool that reads your dbt project as its semantic layer — turning your dbt models and metrics into dashboards with zero metric duplication.

Starting at $0

Visit Lightdash

Metabase

open-source

Metabase is an open-source BI tool that lets anyone in your company — not just analysts — ask questions of your database and build dashboards with a no-SQL query builder.

Starting at $0

Visit Metabase

How Do Lightdash and Metabase Compare on Features?

Feature	Lightdash	Metabase
Pricing model	open-source	open-source
Starting price	$0	$0
dbt integration (semantic layer)	✓	—
Metrics catalog	✓	—
Dashboards	✓	✓
SQL runner	✓	—
Scheduled deliveries	✓	—
Slack alerts	✓	—
Self-hostable or cloud	✓	—
No-SQL question builder	—	✓
Scheduled reports	—	✓
Embedding	—	✓
SQL editor	—	✓
Caching	—	✓
Self-hosted or cloud	—	✓

Lightdash Pros and Cons vs Metabase

Lightdash

+Best for dbt-first data teams

+No metric duplication

+Open source

+Fast setup for dbt users

−Requires dbt

−Smaller community than Metabase

−Less polished for non-dbt teams

Metabase

+Free open source

+Non-technical user friendly

+Easy embedding

+Active community

−Performance on large datasets

−Complex permissions in OSS

−Limited advanced analytics

Should You Use Lightdash or Metabase?

For most teams, Lightdash is the better default: it offers best for dbt-first data teams and is open-source (from $0). Choose Metabase instead if free open source matters more than requires dbt. There is no universal winner — the right pick depends on your budget, team size, and whether you value best for dbt-first data teams or free open source more.

Choose Lightdash if…

•Best for dbt-first data teams
•No metric duplication
•Open source

Choose Metabase if…

•Free open source
•Non-technical user friendly
•Easy embedding

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