AI Use Cases

AI Use Cases answers one question: "what's the best AI tool for this job?" Type what you want to do - transcribe a meeting, run an LLM locally, remove a background, build an app from a prompt - and get the top 3 tools, ranked only by public evidence: GitHub stars and momentum, Hacker News mentions, release activity, and whether there's a usable free tier. Scores are recomputed every night and the formula is published at aiusecases.dev/ranking. There are free-only and open-source-only lists for every task, 250+ head-to-head comparisons and "alternatives to X" pages. Money can't buy a rank. The whole catalog is a free CC BY 4.0 dataset at aiusecases.dev/data.