Gradio vs Streamlit
Side-by-side comparison of AI Data Analysis tools
Gradio
Open-source Python library for building ML demos and interactive data interfaces.
Visit Gradio →Streamlit
Open-source Python framework for building interactive data apps quickly.
Visit Streamlit →Key Features
- ML demo builder
- Drag-and-drop inputs
- Real-time inference
- Hugging Face hosting
- API generation
- Open source
- Python-native
- Auto-generated UI
- Interactive widgets
- Data visualization
- Free cloud hosting
- Open source
Pricing
free
Completely free and open source. Free hosting on Hugging Face Spaces.
freemium
Open source is free. Community Cloud free hosting. Snowflake-hosted apps with Snowflake pricing.
Pros & Cons
Pros
- Completely free
- Minimal code needed
- Great for ML demos
- Hugging Face integration
Cons
- Limited to demos and prototypes
- Less customizable UI
- Not for production dashboards
Pros
- Extremely easy to use
- Pure Python
- Free hosting
- Active community
Cons
- Limited layout control
- Not for complex web apps
- Performance on large data