Ollama vs Serge
A side-by-side comparison of two self-hosted local llm runners options — licensing, setup difficulty, resource needs, and what each one replaces.
Ollama
Run large language models locally with a simple CLI and API
VS
Serge
Archived
Self-hosted LLaMA chat UI with no API keys needed
| Feature | Ollama | Serge |
|---|---|---|
| Deploy effort | ≈5-minute setup | Under-an-hour setup |
| Health score | 100 · Excellent | 15 · At risk |
| Status | Actively maintained | Archived |
| Category | Local LLM Runners | Local LLM Runners |
| License | MIT | Apache-2.0 |
| Language | Go | Svelte |
| Setup difficulty | Easy | Easy |
| Min. RAM | 8,192 MB | 8,192 MB |
| Deployment | docker, binary, bare-metal | docker |
| GitHub stars | ★ 181,557 | ★ 5,708 |
| First released | 2023 | 2023 |
| Replaces | ChatGPT, OpenAI API | ChatGPT |
What are Ollama and Serge?
Ollama
Ollama lets you download, run, and manage open large language models such as Llama, Mistral, Gemma, and Qwen on your own machine. It provides a simple command line interface and a built-in REST API so other tools can use local models.
- One-command model downloads
- OpenAI-compatible API
- GPU and CPU support
- Modelfile customization
Serge
Serge is a self-hosted chat interface for running LLaMA-family models entirely offline. It bundles llama.cpp with a clean web UI and requires no remote APIs or accounts.
- No API keys required
- Bundled llama.cpp
- Simple Docker deploy
- Fully offline
Ollama vs Serge: key differences
The biggest difference is maintenance: Serge's repository is archived and no longer developed, while Ollama is actively maintained. Ollama is written in Go, while Serge is built with Svelte. Licensing differs — MIT for Ollama versus Apache-2.0 for Serge. Ollama has the considerably larger community, at 181,557 GitHub stars versus 5,708.
Why pick each one
Choose Ollama if…
- Extremely easy to set up
- Large model library
Watch out for
- Limited fine-grained inference tuning
Choose Serge if…
- Released under the Apache-2.0 license
- Easy to set up — beginner-friendly
- First-class Docker support for quick deployment
- Mature project with 5.7k GitHub stars
Frequently asked questions
Is Ollama or Serge better?
Neither is universally better. Ollama has the larger community; both share a easy setup difficulty, so the decision comes down to features and licensing.
Are Ollama and Serge free and open-source?
Yes. Ollama is licensed under MIT and Serge under Apache-2.0. Both can be self-hosted at no software cost.
Can I run Ollama and Serge with Docker?
Ollama: yes. Serge: yes.