Single GPU vs Multi-GPU for AI & Machine Learning: When Is a Second GPU Worth It?
Should you build an AI workstation with one powerful GPU or invest in multiple graphics cards? This guide explains performance scaling, VRAM behaviour, inference, training, cooling, power and system requirements to help you choose the right setup.