Docker Model Runner vs Ollama: Local AI Deployment Compared 2026

Docker Model Runner vs Ollama: Local AI Deployment Compared 2026 Docker entered the local AI space. If you are already running models with Ollama, you are now looking at a second option that speaks the same language - literally the same OpenAI-compatible API - but comes from the company that standardized how the world ships software. Docker Model Runner (DMR) shipped with Docker Desktop 4.40 in mid-2025 and has been evolving fast. It uses llama.cpp under the hood, s models as OCI artifacts on Docker Hub, and integrates directly into Docker Compose workflows.