Lightdash is a BI & dashboards tool for Developers and Small businesses, offered as open source ($3000/mo). Based in United Kingdom, founded in 2020. Popular alternatives include Metabase, ThoughtSpot, Basedash.
About Lightdash
Lightdash is an open-source business intelligence tool built on top of dbt, made by a London-based startup. Instead of defining metrics in a separate BI layer, analysts declare dimensions, metrics and joins in the same dbt YAML files that describe their models, so business logic is version-controlled, reviewed in pull requests and reused everywhere.
Business users then explore those governed metrics through a point-and-click interface, build charts and dashboards, and schedule deliveries to Slack, email or Google Sheets. Lightdash also offers an AI analyst that answers natural language questions using the semantic layer, a SQL runner, spaces with permissions, dashboards-as-code and embedding for customer-facing analytics. The core is open source and can be self-hosted for free, while Lightdash Cloud adds managed hosting with unlimited viewers, and Enterprise adds SSO, embedding, advanced permissions and support.
It is a strong fit for data teams that already run dbt and want a semantic-layer BI without Looker's cost or a proprietary modeling language. It requires dbt, so teams without it are better served by Metabase or Power BI. Visualization options are less rich than Tableau, and cloud pricing starts at a level aimed at companies rather than individuals. Looker is the closest conceptual match, while Metabase and Superset are open-source alternatives that work directly on database tables.
Key features of Lightdash
- Metrics defined in dbt YAML
- Self-serve exploration for business users
- Dashboards and scheduled deliveries
- AI analyst for natural language queries
- Embedding
- Open source and cloud
Pros and cons
Pros
- Governed metrics in code
- Tight dbt integration
- Unlimited viewers
- Open source option
Cons
- Requires dbt
- Cloud pricing starts high
- Visualization less rich than Tableau
- Smaller community
Lightdash pricing
Lightdash uses a open source model. A 21-day free trial is available.
| Plan | Price | Includes |
|---|---|---|
| Open Source | $0 | Self-hosted, core BI features, community Slack support |
| Cloud Pro | $3,000 / mo | No per-seat pricing, unlimited users, AI agents, onboarding |
| Enterprise | Custom | Cloud or on-prem, SSO/SAML/SCIM, SOC 2, HIPAA |
Source: www.lightdash.com · checked on Oct 20, 2026
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How Lightdash compares in BI & dashboards
- Rank by votes
- #1 / 19
- Starting price
- $3000
- Free alternatives
- 4
0 votes from members
3697% above the category median ($79/mo)
Free or open-source tools in BI & dashboards
Lightdash ranks #1 of 19 bi & dashboards tools by community votes and is priced above most tools in the category.
Common use cases
- 1dbt team exposing models to business users
- 2Governed KPI dashboards
- 3Embedded analytics in a SaaS
- 4Replacing Looker
Best for
Data teams using dbt who want a semantic-layer BI.
Not ideal for
Teams without dbt (Metabase).
Integrations
- dbt
- Snowflake
- BigQuery
- Databricks
- Redshift
- Postgres
- Slack
- Google Sheets
Our take
Lightdash is the best BI for dbt-first teams.
FAQ
- What is Lightdash?
- Lightdash is a BI & dashboards tool: BI built on dbt metrics.
- How much does Lightdash cost?
- Lightdash is Open source; there is no mandatory paid plan.
- What are the best alternatives to Lightdash?
- Community-listed alternatives to Lightdash include Metabase, ThoughtSpot, Basedash, Notch Metrics.
- Does Lightdash have a free trial?
- Yes, Lightdash offers a 21-day free trial.
- What does Lightdash integrate with?
- Lightdash integrates with dbt, Snowflake, BigQuery, Databricks, Redshift, Postgres and more.
- Which platforms does Lightdash support?
- Lightdash is available on web.
- Who is Lightdash for?
- Data teams using dbt who want a semantic-layer BI.
Alternatives to Lightdash
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Sisense
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