Lightdashvs
Metabase


Metabase: Open-source BI tool with SQL and visual query builders, simpler than Lightdash but less dbt-integrated

Open-source BI for dbt users
As of 30 August 2026, Lightdash is free to use. Lightdash is an open-source business intelligence tool designed for teams using dbt. Softwr lists it under Business Intelligence. Lightdash is launched in 2021, available on Web, Self-hosted.
Overview
Lightdash is an open-source business intelligence tool designed for teams using dbt. It connects directly to your dbt project to provide instant visualizations and dashboards using your existing dbt models.
The honest half
Concrete and checkable, so you can decide whether any of them matter to you. This is the half of a review a vendor will not write about Lightdash.
Cross-shopped
Each pairing was judged by two reviewers asking whether a buyer would genuinely weigh the two against each other. The ones that failed were deleted rather than published.


Metabase: Open-source BI tool with SQL and visual query builders, simpler than Lightdash but less dbt-integrated


Apache Superset: Open-source data visualization platform with SQL support and custom dashboard creation


DuckDB: Embedded SQL OLAP database optimized for analytical queries on structured data
Pricing
Taken from the vendor's own pricing page. Prices move, so check before you buy.
Open Source
Free
Cloud Managed
On request
Capabilities
dbt Integration
Metrics Layer
Dashboards
Scheduling
Version Control
dbt
Integration with dbt
BigQuery
Integration with BigQuery
Snowflake
Integration with Snowflake
Redshift
Integration with Redshift
PostgreSQL
Integration with PostgreSQL
Databricks
Integration with Databricks
Web support
Available on web
Answered, with sources
Each answer names the page it came from, so you can check it rather than take our word for it.
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 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.
SourceYes. As a modern BI platform for analysts, Lightdash supports full SQL capabilities alongside dbt model exploration and visual query builders.
SourceLightdash AI agents, available on paid plans, allow natural language queries against your data, generating SQL and visualizations automatically from questions.
SourceYes. Lightdash's MIT-licensed core is completely self-hostable and free. Enterprise features and AI agents ship under separate licensing.
SourceBehind it
Timeline
Keep looking
Local-first BI on DuckDB and ClickHouse with dashboards defined as code
Conversational analytics on a governed semantic layer that shows you the SQL it ran
AI notebooks combining SQL, Python and no-code for small data teams
Softwr does not host reviews and shows no star rating for Lightdash, because a rating we did not collect is not ours to publish. What is here is the pricing and platform detail from the vendor’s own pages, limitations we could state concretely, and alternatives a reviewer confirmed people weigh against it. Tell us if any of it is wrong.
What people switch to, and what they give up
Every tier, and where the cost actually lands
Put it head to head with anything we hold
Its rating, and an embed for your own site
Connected planning platform with an in-memory calculation engine for large multidimensional models
quoteExcel-native planning and OLAP modelling for finance teams that refuse to leave spreadsheets
quoteConsumer and market intelligence combining social listening with unstructured text analytics
quoteFixed-price marketing dashboards for agencies billed by dashboard, not by seat
Per month by dashboard countEmbedded analytics for SaaS products, billed by monthly active dashboard users
Per month by monthly active user countCookieless web analytics that also reports the carbon footprint of your website
Per month by pageview volume