SigNoz 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.
Not the right match-up?
SigNoz
Open-source APM and observability platform
VS
Streamlit
Turn Python scripts into shareable data apps
| Feature | SigNoz | Streamlit |
|---|---|---|
| Category | Developer Tools & Git | Developer Tools & Git |
| License | MIT | Apache-2.0 |
| Language | TypeScript | Python |
| Setup difficulty | Medium | Easy |
| Min. RAM | 4,096 MB | 512 MB |
| Deployment | docker, kubernetes, helm | docker, source |
| GitHub stars | ★ 31,790 | ★ 45,512 |
| First released | 2021 | 2019 |
| Replaces | Datadog, New Relic | Retool, Tableau |
Why pick each one
Choose SigNoz if…
- Released under the MIT license
- First-class Docker support for quick deployment
- Kubernetes-ready with Helm charts available
- Mature project with 31.8k GitHub stars
Choose Streamlit if…
- Released under the Apache-2.0 license
- Easy to set up — beginner-friendly
- First-class Docker support for quick deployment
- Mature project with 45.5k GitHub stars
Frequently asked questions
Is SigNoz or Streamlit better?
Streamlit is the stronger all-round pick: it has both the larger community and the simpler easy setup. Consider SigNoz if its specific feature set fits your needs better.
Are SigNoz and Streamlit free and open-source?
Yes. SigNoz is licensed under MIT and Streamlit under Apache-2.0. Both can be self-hosted at no software cost.
Can I run SigNoz and Streamlit with Docker?
SigNoz: yes. Streamlit: yes.