Lightdash vs Metabase
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Metabase is the stronger AI pick in Business Intelligence: it has a visibility score of 21.7 versus 0.3 for Lightdash, and ranks ahead in 100% of the answers that name both.
Choose Lightdash if…
- AI answers describe it more positively (100% vs 63% positive)
- You need a self-hosted or on-premises option
- You need SOC 2 or HIPAA (BAA support) coverage
- Flat tiers pricing suits your budget better than per seat
Choose Metabase if…
- You want the brand AI engines rank higher (21.7 vs 0.3)
- You want a lower entry price ($100 vs $3,000)
- You need SOC 1 or SOC 2 Type II or GDPR or CCPA coverage
- You prefer a larger, established vendor (51–200 employees)
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Lightdash | Metabase |
|---|---|---|
| Visibility score | 0.3% | 21.7% |
| Change vs last week | New | New |
| Rank in Business Intelligence | #39 | #5 |
| Share of voice | 0.2% | 5.2% |
| Mentions this run | 1 | 27 |
| Positive in AI answers | 100% | 63% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Lightdash 0pp · Metabase 0pp over 0 weekly runs.
Engine by engine
Metabase leads on 3 of 3 engines
Head to head in AI answers
1 engine answers name both brands
| Prompt | Engine | Lightdash | Metabase |
|---|---|---|---|
| Top business intelligence tool options for B2B SaaS companies | ChatGPT | #9 | #1 |
Features, pricing & fit
| Dimension | Lightdash | Metabase |
|---|---|---|
| Pricing model | Flat tiers | Per seat |
| Entry price | Free; paid from $3,000 / mo | Free; paid from $100 per seat / mo |
| Free plan | Yes | Yes |
| Deployment | Hosted on Google Cloud in US and EU regions, self-hosted via open source, or cloud or on-prem on the Enterprise tier. | Self-hosted or Metabase Cloud, with air-gapped deployment available on Enterprise |
| Integrations | — | 237+ |
| Compliance | SOC 2, HIPAA (BAA support) | SOC 1, SOC 2 Type II, GDPR, CCPA |
| Support | Community Slack (Open Source plan), Private Slack channel and live chat (Cloud Pro), Private Slack channel and premium support with 8-hour response SLA (Enterprise) | Email, Support form, Slack, Microsoft Teams |
| Founded | 2021 | 2014 |
| Headquarters | San Francisco, CA, United States | — |
| Employees | 11–50 | 51–200 |
| Funding | Series A · $19M raised | Series B · $43M raised |
| Best for | Data teams already using dbt who want self-serve BI without per-seat pricing. | Teams that want self-service analytics without relying on engineers, and software companies that need to embed analytics in their product |
Plans side by side
Lightdash
Metabase
Pros and cons
Themes from the AI answers that mention each brand
Lightdash
Profile in progress.
Metabase
- Free open-source edition for self-hosting
- Easy to deploy and user-friendly
- No-code visual builder and SQL for non-technical users
- Affordable, low-cost BI
- Best default starting point for startups and small teams
- Self-hosting means handling hosting, security, backups and updates yourself
- Extra token-based AI or custom usage fees on top of plans
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Lightdash vs Metabase”, https://slateindex.ai/compare/lightdash-vs-metabase, data of Nov 2, 2026. Licence: CC BY 4.0.