QuantaMind Information

QuantaMind is an open-source desktop workbench that tells developers which local AI model is right for their hardware and for the task they actually have. Open-source models now match cloud APIs for most everyday work and run on a laptop. But picking the right one is still guesswork: public benchmarks run on hardware nothing like yours, and a model that chats fine can break the moment it’s put in an agentic tool-use loop. QuantaMind benchmarks the models on your own machine and returns a ranked readiness verdict — which to run, for which task, with the blocking issues spelled out. Everything runs locally; nothing leaves your machine. The core app is free and open source (Apache 2.0) — all backends (Ollama, llama.cpp, MLX), the Inspector, quantization comparison, and local evals. Teams and enterprises pay for what individuals don’t need: Git-backed shared eval registries and quality diffs (Team), SSO/SCIM and role-based access (Business), and air-gapped CLI with cryptographically signed audit logs for regulated environments (Enterprise). Built for developers, by developers. If you disagree with a decision we make, you have a fork — that’s the contract. ⭐ Star us on GitHub Connect to Ollama, llama.cpp, or your own GGUF files. Install models from Ollama's library or Hugging Face without touching a terminal. Iterate on prompts in a real editor with honest TTFT and throughput metrics. Save your work as files you can git-version. macOS today. Windows and Linux soon. No telemetry, no cloud lock-in.