Geek Labs

Jun 9, 2026 · Artificial Intelligence

Why Rapid-MLX Is the Fastest Local AI Engine for Apple Silicon (4.2× Faster Than Ollama)

Rapid-MLX leverages Apple’s MLX framework and optimizations such as model caching and reasoning separation to deliver up to 4.2× faster token throughput than Ollama on Apple Silicon Macs, offers a lightweight 460 MB install, full OpenAI‑compatible API, tool calling, prompt caching, and easy Homebrew or pip setup.