Refine 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 | Refine | Streamlit |
|---|---|---|
| Deploy effort | Under-an-hour setup | Under-an-hour setup |
| Health score | 96 · Excellent | 100 · Excellent |
| Category | Developer Tools & Git | Developer Tools & Git |
| License | MIT | Apache-2.0 |
| Language | TypeScript | Python |
| Setup difficulty | Medium | Easy |
| Min. RAM | 256 MB | 512 MB |
| Deployment | source, docker | docker, source |
| GitHub stars | ★ 35,717 | ★ 45,827 |
| First released | 2021 | 2019 |
| Replaces | Retool | Retool, Tableau |
What are Refine and Streamlit?
Refine
Refine is an open-source React-based framework for rapidly building CRUD-heavy applications such as admin panels, dashboards and internal tools. The resulting apps are self-hosted on your own infrastructure.
- Headless React framework
- CRUD scaffolding
- Many backend connectors
- Auth and access control
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
Refine vs Streamlit: key differences
Refine is written in TypeScript, while Streamlit is built with Python. Licensing differs — MIT for Refine versus Apache-2.0 for Streamlit. Refine is the lighter option, starting around 256 MB of RAM against 512 MB for Streamlit. Streamlit is the more established project (first released 2019), while Refine arrived in 2021.
Why pick each one
Choose Refine if…
- Rapid CRUD scaffolding
- Backend-agnostic data providers
- Works with any UI kit
Watch out for
- React knowledge required
- Abstraction learning curve
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 Refine or Streamlit better?
Streamlit is the stronger all-round pick: it has both the larger community and the simpler easy setup. Consider Refine if its specific feature set fits your needs better.
Are Refine and Streamlit free and open-source?
Yes. Refine is licensed under MIT and Streamlit under Apache-2.0. Both can be self-hosted at no software cost.
Can I run Refine and Streamlit with Docker?
Refine: yes. Streamlit: yes.
Which is lighter on resources, Refine or Streamlit?
Refine has the smaller minimum footprint at 256 MB of RAM, compared to about 512 MB for Streamlit. Real-world usage depends on library size, user count, and enabled features.