Exploring Streamlit, Microsoft Power BI & Visivo
Streamlit Vs. Microsoft Power BI Vs. Visivo
In this article, we'll compare the key features, capabilities, and differentiators between Streamlit, Microsoft Power BI, Visivo. This comprehensive comparison will help you make an informed decision about which platform best suits your data visualization and analytics needs.
Quick Comparison
A high-level overview of key features and capabilities across these BI tools. This comparison helps you quickly identify which platform best matches your needs.
| Feature | Streamlit | Microsoft Power BI | Visivo |
|---|---|---|---|
| Deployment Model | Open-source (Python library), Self-hosted server, Streamlit Cloud, Snowflake-managed enterprise | Desktop + Cloud Service (PowerBI.com), on-prem Report Server | Open-source, Cloud Service, Self-hosted |
| Pricing | Open-source (Apache 2.0); Free community hosting (limited), Snowflake-managed enterprise hosting | Free desktop for windows; Pro $10/user/mo for sharing; Premium by capacity. Proprietary license. | Open source (GPL-3.0) |
| Cost | $ | $$$ | $ |
| Git Integration | ❌ | ❌ | ✔️ |
| CI/CD & Testing | ❌ | ❌ | ✔️ |
| Real-time | ❌ | ❌ | ❌ |
| AI | ❌ | ✔️ | ✔️ |
| Visual to Code | ❌ | ❌ | ✔️ |
| DAG-Based | ❌ | ❌ | ✔️ |
Deployment & Pricing
Understanding the deployment options and pricing structure is crucial for making an informed decision. Here's how each platform handles deployment and what you can expect in terms of costs.
| Tool | Deployment Model | Pricing | Cost |
|---|---|---|---|
| Streamlit | Open-source (Python library), Self-hosted server, Streamlit Cloud, Snowflake-managed enterprise | Open-source (Apache 2.0); Free community hosting (limited), Snowflake-managed enterprise hosting | $ |
| Microsoft Power BI | Desktop + Cloud Service (PowerBI.com), on-prem Report Server | Free desktop for windows; Pro $10/user/mo for sharing; Premium by capacity. Proprietary license. | $$$ |
| Visivo | Open-source, Cloud Service, Self-hosted | Open source (GPL-3.0) | $ |
Target Users & Use-Cases
Each BI tool is designed with specific user personas in mind. Understanding the target audience helps ensure you choose a platform that aligns with your team's skills and needs.
Streamlit
Microsoft Power BI
Visivo
Ease of Development & Deployment
The development experience can significantly impact your team's productivity. This section compares how easy it is to build, deploy, and maintain dashboards in each platform.
Streamlit
Microsoft Power BI
Visivo
Key Integrations & Ecosystem
A robust ecosystem of integrations is essential for modern BI tools. Here's how each platform connects with other tools in your data stack.
Streamlit
Microsoft Power BI
Visivo
AI & Advanced Features
Artificial intelligence is transforming how we interact with data. Compare the AI capabilities and advanced features offered by each platform.
| Tool | AI Features |
|---|---|
| Streamlit | ❌ |
| Microsoft Power BI | ✔️ |
| Visivo | ✔️ |
Visualization Capabilities
The ability to create compelling and insightful visualizations is a key differentiator between BI tools. Here's how each platform handles data visualization.
Streamlit
Not a traditional BI dashboard tool – rather, a Python app framework. You write Python to output charts, tables, and UI widgets. Highly flexible (use any Python viz library like Altair, Plotly, etc.), but all customization is via code.
Microsoft Power BI
Rich library of visuals (bar, line, maps, etc.) plus custom visuals marketplace. Highly customizable formatting. Dashboard-style layouts with interactive tiles. Advanced calculations via DAX formula language.
Visivo
Highly custom UI with easy defaults
Detailed Differentiators
Each platform has its own strengths and weaknesses. Here's a detailed breakdown of what sets each tool apart, including both advantages and limitations.
Streamlit
Microsoft Power BI
Visivo
Security & Architecture
Security and architecture are critical considerations for enterprise deployments. Here's how each platform handles data security and system architecture.
Streamlit
DB Access: Yes, if app connects to a DB, it uses direct credentials (no abstraction). Virtualization: No, Streamlit just runs code – any virtualization must be coded. Push: No – app pulls data or receives via API. Other: Security depends on deployment (can use authentication proxies or Snowflake's SSO when integrated). No built-in row-level security – must code filters per user if needed.
Microsoft Power BI
DB Access: Import mode stores data in in-memory caches (no DB needed at view time); DirectQuery mode requires DB connection for each view. Virtualization: DirectQuery and live connect act as virtualization (query on demand). Push: Supports push data via streaming API for real-time dashboards. Other: Robust security with Azure AD; row-level security definable in reports; data encryption on cloud.
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 that make it an excellent choice for modern data teams.
- DAG-Based Architecture: Enables complex data transformations and dependencies
- Visual to Human-readable Code: Seamlessly switch between visual and code-based development
- Ease of Development: Multiple approaches to build for both technical and non-technical users
- AI-Powered Development: Leverage AI to accelerate dashboard creation
- Git Integration: Full version control and collaboration capabilities
Ready to experience the power of modern BI? Try Visivo today and see how it compares to other tools in your stack.
$ curl -fsSL https://visivo.sh | bash
