Magnitude Magnitude is an open-source inference engine for AI agents that autotunes kernels to the user's exact hardware, running open models up to 2x faster than llama.cpp. It ships as a desktop app for macOS, Windows, and Linux that profiles hardware, recommends models, and one-click connects to agents such as Pi, OpenCode, Hermes, and Codex while keeping inference fully local and private.