Magnitude
Open-source desktop inference engine that tunes its kernels to your hardware and connects local models to your agent.
Magnitude is an open-source inference engine that ships as a desktop app for running open-weight models locally. It compiles and tunes its kernels on your own device before a model runs, on Apple Silicon, NVIDIA or AMD GPUs, or CPU only, across macOS, Linux and Windows. Concurrent agent sessions share prefix caches.
Its own benchmark on Qwen 3.6 35B A3B reports 92% faster decode than llama.cpp on an M4 Pro and 19% on a DGX Spark. It connects in one click to Codex, Claude Code, OpenCode and other agents. Free under Apache-2.0.
Pricing: Free
Choosing a local LLM runtime right now?
One click, anonymous. Helps us know our visitors.
Thanks, that helps.
Choosing a local LLM runtime right now?
One click, anonymous. Helps us know our visitors.
Thanks, that helps.
Magnitude Alternatives
Explore 49 products in the Frameworks & Stacks category. View all Magnitude alternatives.
GPT4All
Desktop app and Python SDK for running open-source LLMs locally on any device
LocalAI
Open-source, self-hosted OpenAI-compatible API for running models on your own hardware
Jan
Open-source desktop app for running LLMs locally with a clean GUI
Xinference
Open-source inference engine for 300+ open models, plus a hosted API and managed GPUs served from Australia
llamafile
Single-file executables that run LLMs locally on Linux, macOS, Windows and BSD with an OpenAI-compatible server
Work on Magnitude? Feature it at the top of Frameworks & Stacks.
Is your product missing?