Alternatives to Lightdash
dbt-native BI platform with an open-source core, semantic layer, and Git version control.
Lightdash ranks #1 of 8 in Business intelligence, with an Alt Score of 93. It is licensed under MIT (core); Source Available (enterprise ee/ module) and open source with paid hosting from $3000/mo. 12 of 12 checklist rows are verified against a public source.
Lightdash is a business intelligence platform that reads metrics and dimensions from a connected dbt project (or standalone Lightdash YAML) so teams define logic once and reuse it across dashboards, alerts, and embeds. The core platform is MIT-licensed and self-hostable; a subset of enterprise features lives under a separate Source Available License requiring a subscription. Content such as charts and dashboards can be managed as code and synced to Git via pull requests.
Data analysts and engineering teams that already maintain a dbt project and want self-serve BI without redefining metric logic in a separate semantic layer.
A browser-based explorer with a no-code query builder and a SQL runner for ad-hoc queries, dashboards with scheduled email/Slack deliveries and threshold-based alerts, row-level security via user attributes, and Git-synced charts/dashboards managed as code.
Lightdash connects to a data warehouse and a dbt project, exposing dbt models as explorable Tables; users pick metrics and dimensions to build queries without SQL, or write custom SQL in the SQL runner, and changes to charts, dashboards, and scheduled deliveries can be written back to the project's Git repository through opened pull requests.
Where Lightdash stands out
Verified capabilities most alternatives don't have.
Why people leave Lightdash
Dashed reasons are sourced facts; the rest are opinions. Vendors can dispute.
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Ranked alternatives
Ordered by Alt Score. Click any score to see the breakdown.
Apache Superset is an open-source business intelligence web application for data exploration and visualization, developed as an Apache Software Foundation project under the Apache License 2.0.
Metabase is an open-source business intelligence platform for querying databases, building dashboards, and self-service data exploration via a visual query builder or SQL editor.
Power BI is Microsoft's business analytics platform for connecting to data, modeling it into semantic models, and building reports and dashboards shared through the Power BI service, Power BI Desktop,.
Looker is Google Cloud's business intelligence platform for exploring, sharing, and visualizing company data through a governed semantic layer written in LookML.
Sigma is a business intelligence and analytics platform that runs directly on cloud data warehouses such as Snowflake, Databricks, BigQuery, and Redshift, with no data extracts.
Tableau is a data visualization and business intelligence platform from Salesforce for connecting to data, building interactive dashboards with drag-and-drop tools or custom SQL, and sharing them via.
Feature comparison
Rows come from the Business intelligence checklist (16 rows). Human-verified cells only. ? means the value has not been verified.
| Business intelligence checklist | Lightdash | Apache Superset | Metabase | Microsoft Power BI | Looker | Sigma |
|---|---|---|---|---|---|---|
| Pricing model | ||||||
| Starts at | ||||||
| License | ||||||
| Platforms | ||||||
| Self-hostable | ||||||
| Open source | ||||||
| SQL editor | ||||||
| No-code query builder | ||||||
| Scheduled report delivery | ||||||
| Embedded analytics | ||||||
| Row-level security | ||||||
| Data alerts | ||||||
| Semantic layer | ||||||
| Git version control | ||||||
| SSO (SAML/OIDC) | ||||||
| Free tier |
Every fact and feature listed for Lightdash is verified against its own pages. Each alternative is sourced on its own page.
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License MIT (core); Source Available (enterprise ee/ module) verified 2026-08-03https://raw.githubusercontent.com/lightdash/lightdash/main/LICENSE
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Pricing model OSS + paid hosting verified 2026-08-03https://www.lightdash.com/pricing
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Starts at $3000/mo verified 2026-08-03https://www.lightdash.com/pricing
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Status active verified 2026-08-03https://github.com/lightdash/lightdash/releases
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Self-hostable Yes verified 2026-08-03https://docs.lightdash.com/self-host/self-host-lightdash
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Open source Yes verified 2026-08-03https://raw.githubusercontent.com/lightdash/lightdash/main/LICENSE
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SQL editor Yes verified 2026-08-03https://docs.lightdash.com/guides/developer/sql-runner
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No-code query builder Yes verified 2026-08-03https://docs.lightdash.com/get-started/exploring-data/using-explores
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Scheduled report delivery Yes verified 2026-08-03https://docs.lightdash.com/guides/how-to-create-scheduled-deliveries
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Embedded analytics Partial verified 2026-08-03https://docs.lightdash.com/guides/embedding/how-to-embed-content
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Row-level security Yes verified 2026-08-03https://docs.lightdash.com/references/workspace/user-attributes
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Data alerts Yes verified 2026-08-03https://docs.lightdash.com/guides/how-to-create-alerts
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Semantic layer Yes verified 2026-08-03https://docs.lightdash.com/guides/lightdash-semantic-layer
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Git version control Yes verified 2026-08-03https://docs.lightdash.com/guides/developer/pull-requests
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SSO (SAML/OIDC) Partial verified 2026-08-03https://docs.lightdash.com/references/workspace/sso-providers
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Free tier Yes verified 2026-08-03https://docs.lightdash.com/self-host/self-host-lightdash
FAQ
Yes. Apache Superset, Microsoft Power BI and Tableau have a free tier or are fully free. Free-tier limits in the comparison table are verified and dated.
Apache Superset, Metabase and Redash — every license claim links its source.