Stable Diffusion WebUI vs Kohya's GUI
A side-by-side comparison of two self-hosted ai image generation options — licensing, setup difficulty, resource needs, and what each one replaces.
Not the right match-up?
Stable Diffusion WebUI
Popular Gradio web UI for Stable Diffusion
VS
Kohya's GUI
Web interface for training Stable Diffusion models
| Feature | Stable Diffusion WebUI | Kohya's GUI |
|---|---|---|
| Category | AI Image Generation | AI Image Generation |
| License | AGPL-3.0 | Apache-2.0 |
| Language | Python | Python |
| Setup difficulty | Medium | Hard |
| Min. RAM | 8,192 MB | 16,384 MB |
| Deployment | docker, bare-metal, source | source |
| GitHub stars | ★ 164,436 | ★ 12,527 |
| First released | 2022 | 2022 |
| Replaces | Midjourney, DALL-E | Leonardo.ai training |
Why pick each one
Choose Stable Diffusion WebUI if…
- Released under the AGPL-3.0 license
- First-class Docker support for quick deployment
- Mature project with 164.4k GitHub stars
- Written in Python
Choose Kohya's GUI if…
- Released under the Apache-2.0 license
- Mature project with 12.5k GitHub stars
- Written in Python
Frequently asked questions
Is Stable Diffusion WebUI or Kohya's GUI better?
Stable Diffusion WebUI is the stronger all-round pick: it has both the larger community and the simpler medium setup. Consider Kohya's GUI if its specific feature set fits your needs better.
Are Stable Diffusion WebUI and Kohya's GUI free and open-source?
Yes. Stable Diffusion WebUI is licensed under AGPL-3.0 and Kohya's GUI under Apache-2.0. Both can be self-hosted at no software cost.
Can I run Stable Diffusion WebUI and Kohya's GUI with Docker?
Stable Diffusion WebUI: yes. Kohya's GUI: check the project docs for container support.
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