Deterministic recommendation

Find your private AI stack.

Hard requirements are applied before ranking. Incompatible stacks are excluded rather than hidden behind a lower score.

Profession

Task / use case

Privacy requirement

Hardware

Same inputs → same ranking. No LLM chooses the winner.

Choose your requirements and run the Finder.