Amplication vs Streamlit
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 | Streamlit |
|---|---|---|
| Deploy effort | Under-an-hour setup | Under-an-hour setup |
| Health score | 87 · Excellent | 100 · 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 | ★ 45,827 |
| First released | 2020 | 2019 |
| Replaces | Retool, Hasura | Retool, Tableau |
What are Amplication and Streamlit?
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
Streamlit
Streamlit is a framework that lets data scientists build interactive web applications using only Python. Apps update automatically as you edit the script and can be self-hosted on any server.
- Pure Python data apps
- Automatic UI from script
- Rich widget library
- Self-hostable anywhere
Amplication vs Streamlit: key differences
Amplication is written in TypeScript, while Streamlit is built with Python. Streamlit is the lighter option, starting around 512 MB of RAM against 2,048 MB for Amplication. Streamlit has the considerably larger community, at 45,827 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 Streamlit if…
- Pure Python apps
- Instant hot reloading
- Rich widget library
Watch out for
- Reruns script each interaction
- Limited layout flexibility
Frequently asked questions
Is Amplication or Streamlit better?
Streamlit 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 Streamlit free and open-source?
Yes. Amplication is licensed under Apache-2.0 and Streamlit under Apache-2.0. Both can be self-hosted at no software cost.
Can I run Amplication and Streamlit with Docker?
Amplication: yes. Streamlit: yes.
Which is lighter on resources, Amplication or Streamlit?
Streamlit 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.