SHSelfHostIndex
GR

Gradio

Build and share machine learning web interfaces fast

Developer Tools & Git ★ 43.8k stars Easy setup Apache-2.0

Gradio is a Python library for quickly creating web-based interfaces and demos for machine learning models and data pipelines. Apps can be self-hosted and embedded anywhere.

Official siteSource code

Key features

  • Instant ML demo UIs
  • Automatic REST API
  • Component library
  • Self-hostable apps

Pros & cons

Strengths

  • UI in few lines
  • Great for ML demos
  • Easy shareable links

Trade-offs

  • Limited layout control
  • Not for complex apps

Is Gradio secure?

No known vulnerabilities affect Gradio's latest release ([email protected]). OSV.dev lists 52 past advisories for the project; none of them applies to this release. No known vulnerabilities is not proof of security: it means none have been publicly catalogued.

  • Most recent fixed advisory CVE-2026-59806, published 2026-07-08 (98 days ago), fixed in 6.20.0

Source: OSV.dev, checked 2026-10-14. How this is measured.

Gradio replaces

Self-hosted Retool alternatives

Health badge

Maintain Gradio? Add its health score to your README. The badge links back to this page.

SelfHostIndex: 100 · excellent

Markdown
[![SelfHostIndex health score for Gradio](https://selfhostindex.com/badge/gradio.svg)](https://selfhostindex.com/app/gradio/)
HTML
<a href="https://selfhostindex.com/app/gradio/"><img src="https://selfhostindex.com/badge/gradio.svg" alt="SelfHostIndex health score for Gradio"></a>
reStructuredText
.. image:: https://selfhostindex.com/badge/gradio.svg
   :alt: SelfHostIndex health score for Gradio
   :target: https://selfhostindex.com/app/gradio/

The score is recomputed on every nightly rebuild from public repository data — see how it is calculated.

Compare Gradio

6 head-to-head comparisons.

Similar developer tools & git apps