Metabase vs Streamlit
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 1.7 for Streamlit, and ranks ahead in 0% of the answers that name both.
Choose Metabase if…
- You want the brand AI engines rank higher (21.7 vs 1.7)
- You need SOC 1 or SOC 2 Type II or GDPR or CCPA coverage
- Free open-source edition for self-hosting
- Easy to deploy and user-friendly
Choose Streamlit if…
- You need SOC 2 Type 1 coverage
- Lets developers build interactive dashboards directly in Python
- Commonly used with Jupyter Notebooks and visualization libraries
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Metabase | Streamlit |
|---|---|---|
| Visibility score | 21.7% | 1.7% |
| Change vs last week | New | New |
| Rank in Business Intelligence | #5 | #26 |
| Share of voice | 5.2% | 0.4% |
| Mentions this run | 27 | 2 |
| Positive in AI answers | 63% | — |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Metabase 0pp · Streamlit 0pp over 0 weekly runs.
Engine by engine
Metabase leads on 3 of 3 engines
Head to head in AI answers
2 engine answers name both brands
| Prompt | Engine | Metabase | Streamlit |
|---|---|---|---|
| How do companies turn company data into dashboards without a dedicated tool? | ChatGPT | #5 | #2 |
| How do companies turn company data into dashboards without a dedicated tool? | AI Mode | #5 | #4 |
Features, pricing & fit
| Dimension | Metabase | Streamlit |
|---|---|---|
| Pricing model | Per seat | — |
| Entry price | Free; paid from $100 per seat / mo | — |
| Free plan | Yes | — |
| Deployment | Self-hosted or Metabase Cloud, with air-gapped deployment available on Enterprise | Run locally, on Streamlit Community Cloud, or on Snowflake |
| Integrations | 237+ | — |
| Compliance | SOC 1, SOC 2 Type II, GDPR, CCPA | SOC 2 Type 1 |
| Support | Email, Support form, Slack, Microsoft Teams | Documentation, Community forum |
| Founded | 2014 | — |
| Employees | 51–200 | — |
| Funding | Series B · $43M raised | Series B · $62M raised |
| Best for | Teams that want self-service analytics without relying on engineers, and software companies that need to embed analytics in their product | Data scientists and AI/ML engineers who want to turn Python scripts into shareable web apps. |
Plans side by side
Metabase
Streamlit
Pricing not available.
Pros and cons
Themes from the AI answers that mention each brand
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
Streamlit
- Lets developers build interactive dashboards directly in Python
- Commonly used with Jupyter Notebooks and visualization libraries
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Metabase vs Streamlit”, https://slateindex.ai/compare/metabase-vs-streamlit, data of Nov 2, 2026. Licence: CC BY 4.0.