LMDeploy vs LocalAI
A side-by-side comparison of two self-hosted apps from related categories — licensing, setup difficulty, resource needs, and what each one replaces.
Not the right match-up?
LMDeploy
Toolkit for compressing and serving large language models
VS
LocalAI
Drop-in OpenAI-compatible API for local inference
| Feature | LMDeploy | LocalAI |
|---|---|---|
| Category | Local LLM Runners | AI Image Generation |
| License | Apache-2.0 | MIT |
| Language | Python | Go |
| Setup difficulty | Hard | Medium |
| Min. RAM | 16,384 MB | 8,192 MB |
| Deployment | docker, source | docker, kubernetes, binary |
| GitHub stars | ★ 7,998 | ★ 48,315 |
| First released | 2023 | 2023 |
| Replaces | OpenAI API, Hugging Face Inference Endpoints | OpenAI API, ElevenLabs |
Why pick each one
Choose LMDeploy if…
- Released under the Apache-2.0 license
- First-class Docker support for quick deployment
- Mature project with 8k GitHub stars
- Written in Python
Choose LocalAI if…
- Released under the MIT license
- First-class Docker support for quick deployment
- Kubernetes-ready with Helm charts available
- Mature project with 48.3k GitHub stars
Frequently asked questions
Is LMDeploy or LocalAI better?
LocalAI is the stronger all-round pick: it has both the larger community and the simpler medium setup. Consider LMDeploy if its specific feature set fits your needs better.
Are LMDeploy and LocalAI free and open-source?
Yes. LMDeploy is licensed under Apache-2.0 and LocalAI under MIT. Both can be self-hosted at no software cost.
Can I run LMDeploy and LocalAI with Docker?
LMDeploy: yes. LocalAI: yes.