Langflow vs Triton Inference Server
A side-by-side comparison of two self-hosted self-hosted ai options — licensing, setup difficulty, resource needs, and what each one replaces.
Not the right match-up?
Langflow
Visual framework for building AI agents and RAG pipelines
VS
Triton Inference Server
High-performance inference serving for any model framework
| Feature | Langflow | Triton Inference Server |
|---|---|---|
| Category | Self-Hosted AI | Self-Hosted AI |
| License | MIT | BSD-3-Clause |
| Language | Python | Python |
| Setup difficulty | Medium | Hard |
| Min. RAM | 2,048 MB | 4,096 MB |
| Deployment | docker, kubernetes, bare-metal | docker, kubernetes |
| GitHub stars | ★ 152,941 | ★ 10,910 |
| First released | 2023 | 2018 |
| Replaces | Vertex AI Agent Builder | Amazon SageMaker |
Why pick each one
Choose Langflow if…
- Released under the MIT license
- First-class Docker support for quick deployment
- Kubernetes-ready with Helm charts available
- Mature project with 152.9k GitHub stars
Choose Triton Inference Server if…
- Released under the BSD-3-Clause license
- First-class Docker support for quick deployment
- Kubernetes-ready with Helm charts available
- Mature project with 10.9k GitHub stars
Frequently asked questions
Is Langflow or Triton Inference Server better?
Langflow is the stronger all-round pick: it has both the larger community and the simpler medium setup. Consider Triton Inference Server if its specific feature set fits your needs better.
Are Langflow and Triton Inference Server free and open-source?
Yes. Langflow is licensed under MIT and Triton Inference Server under BSD-3-Clause. Both can be self-hosted at no software cost.
Can I run Langflow and Triton Inference Server with Docker?
Langflow: yes. Triton Inference Server: yes.