Exploring Evidence.dev, Deepnote & Visivo
Evidence.dev vs. Deepnote vs. Visivo
Compare key features, capabilities, and differentiators between Evidence.dev, Deepnote, Visivo. This comprehensive analysis will help you make an informed decision for your data visualization needs.
Quick Comparison
Key features and capabilities at a glance
| Feature | Evidence.dev | Deepnote | Visivo |
|---|---|---|---|
| Deployment Model | Self-host (static site), Self-host (server), Vercel/Netlify deployment | Cloud (browser-based), Enterprise deployment, Private cloud | Open-source, Cloud Service, Self-hosted |
| Pricing | Open-source (MIT); free to use. New hosted service as of fall 2024 (can also deploy on Vercel, Netlify, etc.) | Free tier (limited projects); paid for premium features. Closed-source. | Open source (GPL-3.0) |
| Cost | $ | $$$ | $ |
| Git Integration | |||
| CI/CD & Testing | |||
| Real-time | |||
| AI Features | |||
| Visual to Code | |||
| DAG-Based |
Target Users & Use-Cases
Each BI tool is designed with specific user personas in mind.
Evidence.dev
Deepnote
Visivo
Ease of Development & Deployment
Development experience directly impacts team productivity and time-to-value.
Evidence.dev
Deepnote
Visivo
Key Integrations & Ecosystem
A robust ecosystem of integrations is essential for modern BI tools.
Evidence.dev
Deepnote
Visivo
Visualization Capabilities
The ability to create compelling visualizations is key to data storytelling.
Evidence.dev
Reports built as Markdown with embedded SQL and charts. Outputs static HTML dashboards. Customization via editing Markdown/HTML/CSS; not a point-and-click UI.
Deepnote
Jupyter-like notebooks with collaborative editing. Supports interactive visualizations by writing code (Python, R, SQL blocks). Has a GUI for basic charts: you can switch a SQL cell's results into a chart view (bar/line) quickly. Can arrange outputs into a dashboard layout for sharing. Custom viz requires coding (e.g., Plotly, seaborn).
Visivo
Highly custom UI with easy defaults
Detailed Differentiators
Each platform's unique strengths and limitations.
Evidence.dev
Deepnote
Visivo
Security & Architecture
Critical considerations for enterprise deployments.
Evidence.dev
DB Access: Queries run at build time (or page load if in server mode); not needed for end viewer (static pages). Virtualization: By nature, it materializes results into the page (no live DB query once published). Push: Yes – essentially a push of data into static site. Other: No runtime user management (pages are static); security depends on where you host (you wouldn't include sensitive data in a public build).
Deepnote
DB Access: Yes, uses direct credentials to query databases in SQL cells. Virtualization: No separate layer – it's a client executing queries or code. Push: No (though you could push data via Python in a notebook to an external system). Other: Deepnote runs in cloud with project-specific isolation; offers Google SSO. Not designed for role-based consumption – notebooks can be shared via link with view/edit rights.
Visivo
No db access required. Very strong security features due to the DAG-based access controls and the push based deployment model.
Why Visivo Stands Out
While each platform has its strengths, Visivo offers unique advantages for modern data teams.
Ready to Experience Modern BI?
Try Visivo today and see how it transforms your data analytics workflow.
$ curl -fsSL https://visivo.sh | bash
