Lightdash
Depends
Confidence: Medium
Buy if your team already runs dbt and wants metrics defined once in code.
Comparison
Lightdash vs Metabase
Lightdash and Metabase both land on Depends.
Metabase
Depends
Confidence: Medium
Buy it if someone on your team can host it, patch it fast, and write SQL . the free open-source core is genuinely capable BI.
| Compare | Lightdash | Metabase |
|---|---|---|
| Verdict | Depends | Depends |
| Best for | dbt-native data teams | Startups wanting free BI on existing databases |
| Who it's not for | Teams without dbt or a modern warehouse | Teams with nobody to own hosting and patching |
| Privacy | One public stored XSS advisory from 2024; no security page surfaced in review.⁴ | Active 2026 vulnerability stream . four critical CVEs including an unauthenticated SQL injection; prompt patching is non-optional.⁷ |
| Support quality | Customer testimonial cites direct expert access | No support-quality evidence in sources |
| Public sentiment | G2 reviewers praise Lightdash for centralizing data and making reports quick and easy to view.³ | Users like the query builder and SQL access; recurring gripes are exports, dashboard customization, and slow queries on big datasets.13 |
| Biggest gotcha | Trial clock starts when you connect and compile your dbt project, not at signup.² | Self-hosting means you own patching; 2026 fixes spanned 55.13, 56.3, 57.1 and later |
Pick Lightdash when
- dbt-native data teams
- Analytics engineers treating BI like code
- Scaling fintechs on granular data
When Lightdash is not a fit
- Teams without dbt or a modern warehouse
- Non-technical staff needing company-wide self-serve
- Small teams wanting simple charts with zero setup
Pick Metabase when
- Startups wanting free BI on existing databases
- Product teams embedding analytics in their app
- SQL-comfortable data teams
- Self-hosters with patching discipline
When Metabase is not a fit
- Teams with nobody to own hosting and patching
- Security-sensitive orgs handling regulated data
- Non-technical teams needing polished exports and dashboards
- Analysts on huge datasets where query speed matters
Sources
- Lightdash official sitelightdash.comofficial
- Lightdash fintech page (trial terms, support quote)lightdash.comofficial
- Lightdash reviews on G2g2.comreview
- Lightdash GitHub repositorygithub.comofficial
- Basedash vs Lightdash comparisonbasedash.comreview
- Classmethod: dbt-native BI introductiondev.classmethod.jpnews
- Horizon3 . CVE-2026-72898 SQL injectionhorizon3.aisecurity
- OpenCVE . CVE-2026-50148app.opencve.iosecurity
- Tenable . CVE-2026-59826tenable.comsecurity
- SentinelOne . CVE-2026-33725 Enterprise RCEsentinelone.comsecurity
- Metabase product security pagemetabase.comofficial
- Metabase Discourse . free version CVE questiondiscourse.metabase.comofficial
- Product Hunt . Metabaseproducthunt.comreview
review
- Work-management.org . Metabase Review 2026work-management.orgreview
- Bouncewatch . Metabase funding and foundingbouncewatch.comnews