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Ollama: the best Open Source alternative to OpenAI API in 2026

Ollama lets you download and run open source language models (Llama, Mistral, Gemma...) on your own server with a compatible API, without sending your data to third parties.

License MIT ~99k stars (estimated)Website GitHub Repository

Technical profile

License
MIT
Category
Artificial Intelligence
Replaces
OpenAI API
Tech stack
GoLlama.cpp

Preview

Ollama interface preview

Public image provided by Ollama on its own website.

Key features

  • Download models with a single command
  • API compatible with multiple clients
  • GPU and CPU support

Ollama vs. OpenAI API

Pros

  • Your data never leaves your server

Things to consider

  • Quality depends on the model and hardware available

Quick Docker installation guide

Copy this docker-compose.yml, adjust the example passwords and run docker compose up -d on your server. See the full step-by-step guide →

docker-compose.yml
version: "3.9"
services:
  ollama:
    image: ollama/ollama:latest
    restart: unless-stopped
    ports:
      - "11434:11434"
    volumes:
      - ollama_data:/root/.ollama
volumes:
  ollama_data: