Choose how much memory your GPU can use. The list keeps the ranked open models whose Ollama download fits, best leaderboard rank first. "Tight" means under 4 GB to spare, so keep the context short; that band is our estimate.
On a Ryzen AI Max+ 395 mini PC, use the GPU share, not total RAM: AMD says up to 48 GB on a 64 GB system and 96 GB on a 128 GB system.
Rank is overall LMArena Text position, checked Oct 27, 2026. Memory is the Ollama library download size for the default quantization. No speeds are shown because we have no sourced numbers for each pairing. See every pairing on Can it run?