AI GPU Buying Guide 2026: Why VRAM Matters More Than Speed
AI GPU Buying Guide: The AI GPU Buying Problem Has Changed For years, buying a graphics card followed a familiar formula. Look at the benchmarks. Compare frame rates. Check the price. Buy the fastest GPU your budget allows. Artificial intelligence has complicated that formula. A GPU that dominates gaming benchmarks is not automatically the best card for running large language models, image-generation systems, local inference, fine-tuning, or other AI workloads. In some cases, an older GPU can handle a workload that a significantly newer card cannot—not because it is faster, but because it has more memory available. That makes **VRAM…