Exploring Hex, Streamlit & Visivo
Hex Vs. Streamlit Vs. Visivo
In this article, we'll compare the key features, capabilities, and differentiators between Hex, Streamlit, 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 | Hex | Streamlit | Visivo |
|---|---|---|---|
| Deployment Model | Cloud (SaaS), Private cloud, Enterprise VPC | Open-source (Python library), Self-hosted server, Streamlit Cloud, Snowflake-managed enterprise | Open-source, Cloud Service, Self-hosted |
| Pricing | SaaS subscription (free tier with limited projects; paid for teams). Closed-source. | Open-source (Apache 2.0); Free community hosting (limited), Snowflake-managed enterprise hosting | Open source (GPL-3.0) |
| Cost | $$$ | $ | $ |
| Git Integration | ❌ | ❌ | ✔️ |
| CI/CD & Testing | ❌ | ❌ | ✔️ |
| Real-time | ❌ | ❌ | ❌ |
| AI | ❌ | ❌ | ✔️ |
| Visual to Code | ❌ | ❌ | ✔️ |
| DAG-Based | ❌ | ❌ | ✔️ |
Deployment & Pricing
Understanding the deployment options and pricing structure is crucial for making an informed decision. Here's how each platform handles deployment and what you can expect in terms of costs.
| Tool | Deployment Model | Pricing | Cost |
|---|---|---|---|
| Hex | Cloud (SaaS), Private cloud, Enterprise VPC | SaaS subscription (free tier with limited projects; paid for teams). Closed-source. | $$$ |
| 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 | $ |
| 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.
Hex
Streamlit
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.
Hex
Streamlit
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.
Hex
Streamlit
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 |
|---|---|
| Hex | ❌ |
| Streamlit | ❌ |
| 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.
Hex
Hybrid UI: notebook-style cells that can contain Pandas dataframes, SQL, or Python code, and separate 'app' view for interactive visual output. Visualizations can be created by pointing and clicking on a dataframe result (common chart types), or fully custom via Python libraries. Can add input widgets for interactivity.
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.
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.
Hex
Streamlit
Visivo
Security & Architecture
Security and architecture are critical considerations for enterprise deployments. Here's how each platform handles data security and system architecture.
Hex
DB Access: Yes, connects directly using provided credentials to sources. Virtualization: No separate semantic layer; queries are run in notebooks. Push: No, though can output results to external sinks via code. Other: Offers granular access controls on projects (who can view/edit). Supports OAuth for data sources so credentials aren't exposed.
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.
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
