REP provides an IPython-based machine learning environment for consistent, reproducible data-driven research.
Metabase
Metabase provides AI analytics grounded in a semantic layer, with inspectable queries.
About Metabase
Metabase is an analytics product that answers questions guided by your semantic layer, the metrics and business logic your team defines. Each answer can be checked by inspecting the query behind it. It is always open source, and you can self-host it or use Metabase Cloud.
Key features
- Plain English questions through Metabot AI
- No-code visual query builder
- Dashboards with subscriptions and alerts
- Data Studio for curating trusted metrics and data sources
- Embeddable analytics for external SaaS applications
- SQL editor for raw queries and custom logic
Best for: Teams that want people beyond data specialists to explore their own data.
Watch out for
- AI features may need your own AI provider key or usage-based fees.
Metabase at a glance
- Website
- metabase.com
- Category
- AI & Machine Learning › AI Data & Analytics
- Type
- App
- Pricing
- Freemium
- Platforms
- Web, macOS, Windows, Linux
- Details verified
- Oct 21, 2026 · Official source
- Open source
- Yes
- Language
- English
- Last checked
- Oct 7, 2026 · Online when checked
- Listed
- Oct 5, 2026
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Metabase FAQ
How do I install Metabase?
You can run the open source edition on your own infrastructure, for example with Docker. Metabase Cloud is the hosted option, where Metabase handles setup, backups, and upgrades.
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