May 24, 2026AI
Ollama vs LM Studio vs mlx-lm: Local Inference UX and Integration Patterns (2026)
Three tools dominate the local inference landscape on Apple Silicon: Ollama (CLI), LM Studio (GUI), and mlx-lm (Python SDK). All run the same models. The differences are in workflow, ease of use, and integration points.