What runs with 32 GB of VRAM
Every model in the registry that fits at 32 GB, the GPUs that ship with exactly this much VRAM, and where to go if you need more.
What runs here
GPUs delivering this tier
RTX 5090
Upgrade path
Stepping up to 48 GB typically unlocks a higher-quality quant of the same models, longer context windows, or the next parameter-count class up entirely.