
Hardware
is 12GB of VRAM enough for local AI in 2026? The honest answer
12GB is the entry floor for local AI — enough to run genuinely useful models, but with a real ceiling. Here's exactly what 12GB gets you, and when you'll want more.
Ravi Malhotra · 2h ago · 10 min