Amplication vs Gradio
A side-by-side comparison of two self-hosted developer tools & git options — licensing, setup difficulty, resource needs, and what each one replaces.
| Feature | Amplication | Gradio |
|---|---|---|
| Deploy effort | Under-an-hour setup | Under-an-hour setup |
| Health score | 87 · Excellent | 99 · Excellent |
| Category | Developer Tools & Git | Developer Tools & Git |
| License | Apache-2.0 | Apache-2.0 |
| Language | TypeScript | Python |
| Setup difficulty | Medium | Easy |
| Min. RAM | 2,048 MB | 512 MB |
| Deployment | docker | docker, source |
| GitHub stars | ★ 16,016 | ★ 43,605 |
| First released | 2020 | 2019 |
| Replaces | Retool, Hasura | Retool |
What are Amplication and Gradio?
Amplication
Amplication is an open-source backend development platform that generates production-ready Node.js applications with APIs, authentication and database access. It can be self-hosted to build and manage services.
- Generates Node.js backends
- REST and GraphQL APIs
- Built-in auth
- Plugin system
Gradio
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.
- Instant ML demo UIs
- Automatic REST API
- Component library
- Self-hostable apps
Amplication vs Gradio: key differences
Amplication is written in TypeScript, while Gradio is built with Python. Gradio is the lighter option, starting around 512 MB of RAM against 2,048 MB for Amplication. Gradio has the considerably larger community, at 43,605 GitHub stars versus 16,016.
Why pick each one
Choose Amplication if…
- Generates production boilerplate
- Auth included out-of-box
- Git sync workflow
Watch out for
- Node.js stack only
- Some features paid
Choose Gradio if…
- UI in few lines
- Great for ML demos
- Easy shareable links
Watch out for
- Limited layout control
- Not for complex apps
Frequently asked questions
Is Amplication or Gradio better?
Gradio is the stronger all-round pick: it has both the larger community and the simpler easy setup. Consider Amplication if its specific feature set fits your needs better.
Are Amplication and Gradio free and open-source?
Yes. Amplication is licensed under Apache-2.0 and Gradio under Apache-2.0. Both can be self-hosted at no software cost.
Can I run Amplication and Gradio with Docker?
Amplication: yes. Gradio: yes.
Which is lighter on resources, Amplication or Gradio?
Gradio has the smaller minimum footprint at 512 MB of RAM, compared to about 2,048 MB for Amplication. Real-world usage depends on library size, user count, and enabled features.