Gradio vs Streamlit

Gradio and Streamlit both fit the Machine Learning UI category, but they suit different Python projects and experience levels.

Gradio at a Glance

Gradio is a strong choice when you need:

• Quickly turns Python functions into interactive model demos

• Provides ready-made components for text, images, audio, and video

Streamlit at a Glance

Streamlit is a strong choice when you need:

• Well suited to interactive data apps and dashboards

• Makes it easy to combine charts, tables, and controls in a Python script

Which Is Better for Beginners?

Gradio is the better starting point for most beginners. Its learning path and defaults make it easier to get productive quickly.

Pricing

Both tools are available under the following pricing model:

• Open Source / Free; Optional Paid Hosting

Verdict

Choose Gradio when its strengths match your project requirements. Choose Streamlit when its advantages are a closer fit for your workflow.