GPUStack vs Guidance
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?
GPUStack
Manage GPU clusters for running AI models
VS
Guidance
Constrained generation language for controlling LLMs
| Feature | GPUStack | Guidance |
|---|---|---|
| Category | Self-Hosted AI | Self-Hosted AI |
| License | Apache-2.0 | MIT |
| Language | Python | Jupyter Notebook |
| Setup difficulty | Medium | Medium |
| Min. RAM | 8,192 MB | 8,192 MB |
| Deployment | docker, kubernetes, bare-metal | source |
| GitHub stars | ★ 5,456 | ★ 21,706 |
| First released | 2024 | 2023 |
| Replaces | OpenAI API | OpenAI API |
Why pick each one
Choose GPUStack if…
- Released under the Apache-2.0 license
- First-class Docker support for quick deployment
- Kubernetes-ready with Helm charts available
- Mature project with 5.5k GitHub stars
Choose Guidance if…
- Released under the MIT license
- Mature project with 21.7k GitHub stars
- Written in Jupyter Notebook
Frequently asked questions
Is GPUStack or Guidance better?
Neither is universally better. Guidance has the larger community; both share a medium setup difficulty, so the decision comes down to features and licensing.
Are GPUStack and Guidance free and open-source?
Yes. GPUStack is licensed under Apache-2.0 and Guidance under MIT. Both can be self-hosted at no software cost.
Can I run GPUStack and Guidance with Docker?
GPUStack: yes. Guidance: check the project docs for container support.