Ollama alternatives
Short answer
We track 4 self-hosted alternatives to Ollama: LocalAI, Jan, llama.cpp and vLLM.
LocalAI (same category): simpler deploy (one container vs a multi-container stack).
Jan (run open models locally): no server to rent (desktop app).
llama.cpp (same category): no objective advantage over Ollama in our data; it differs in features.
Last updated · how we rank · sources
Ollama alternatives compared
| # | App | Advantages over Ollama | Est. server cost | Official hardware | License | Stars | Last commit | Compare |
|---|---|---|---|---|---|---|---|---|
| — | Ollama (this app) | Active | not estimated (no official RAM figure) | not published | MIT | 184k | Oct 22, 2026 | — |
| 1 | LocalAI Same category | simpler deploy (one container vs a multi-container stack) Trade-off: Ollama has larger community (184k vs 49.8k GitHub stars) | not estimated (no official RAM figure) | not published | MIT | 49.8k | Oct 21, 2026 | Ollama vs LocalAI |
| 2 | Jan Run open models locally | no server to rent (desktop app) Trade-off: Ollama has larger community (184k vs 45.0k GitHub stars) | no server (desktop app) | minimum 8 GB RAM · 10 GB disk (recommended 16 GB RAM) | Apache-2.0 | 45.0k | Oct 22, 2026 | Ollama vs Jan |
| 3 | llama.cpp Same category | None in our data (differs in features) | not estimated (no official RAM figure) | not published | MIT | 132k | Oct 22, 2026 | Ollama vs llama.cpp |
| 4 | vLLM Same category | None in our data (differs in features) Trade-off: Ollama has no GPU server needed; larger community (184k vs 95.1k GitHub stars) | GPU server (not estimated) | not published | Apache-2.0 | 95.1k | Oct 22, 2026 | Ollama vs vLLM |
Ranked by the number of objective advantages each alternative has over the app (cheaper estimated server cost, lighter official RAM figure, no GPU needed, fewer license conditions, better maintenance status, at least 1.5× the GitHub stars, simpler deploy). Ties: same-category apps first, then more GitHub stars. License order used: Permissive (MIT/Apache) → Open core → Copyleft (GPL) or Custom conditions → Network copyleft (AGPL) → Source-available. Archived projects are not listed as alternatives.
What each alternative is
- LocalAI (Local model runtimes): OpenAI-compatible API for LLMs, vision, voice and images on any hardware.
- Jan (Private ChatGPT-style chat): Offline desktop ChatGPT alternative that runs models on each employee's computer. Why it is listed: All of them download and run open-weight models on your own hardware.
- llama.cpp (Local model runtimes): Lightweight C/C++ engine that runs quantized open models on CPU or GPU, with an OpenAI-compatible server.
- vLLM (Local model runtimes): High-throughput LLM inference server for GPUs with an OpenAI-compatible API.
Ollama alternatives: FAQ
What is the best self-hosted alternative to Ollama?
By our objective ranking: 1. LocalAI (simpler deploy (one container vs a multi-container stack)) 2. Jan (no server to rent (desktop app)) 3. llama.cpp. "Best" depends on the features you need; the ranking only counts cost, hardware, license, maintenance, community size and deploy complexity.
Is there a cheaper alternative to Ollama?
Yes, by estimated server cost: Jan (no server (desktop app)). Ollama: not estimated (no official RAM figure).
Which Ollama alternative has the most permissive license?
None has fewer conditions than Ollama (MIT (Permissive)). Alternatives: LocalAI: MIT (Permissive); Jan: Apache-2.0 (Permissive); llama.cpp: MIT (Permissive); vLLM: Apache-2.0 (Permissive). Not legal advice.
Related
Sources
- Ollama GitHub repository: github.com/ollama/ollama
- Ollama documentation, Ollama deploy instructions: docs.ollama.com/docker
- Ollama license: github.com/ollama/ollama/blob/main/LICENSE
- Ollama hardware requirements: docs.ollama.com/gpu
- LocalAI GitHub repository: github.com/mudler/LocalAI
- Jan GitHub repository: github.com/janhq/jan
- llama.cpp GitHub repository: github.com/ggml-org/llama.cpp
- vLLM GitHub repository: github.com/vllm-project/vllm
- Hetzner Cloud pricing used for cost estimates (read 2026-10-22): www.hetzner.com/cloud/regular-performance
- GitHub stars and commits: GitHub REST API, refreshed daily