I tested every tiny local LLM worth running, and only three survived the cut
… That's shifted a lot in the last year or so. The smaller models coming out of Google, Alibaba, and a few others are actually built for the hardware most people already own , so you don't need a home server rack or a 24GB GPU to have something useful running on your machine. …