AI Chips: Data & Research

AI chips are the specialized hardware behind modern AI, designed to handle the massive computational demands of training and running advanced models. They are at the center of a global competition for compute, with performance improving rapidly and demand surging. Epoch tracks trends in AI chip performance, energy efficiency, and price-performance over time, as well as the supply chain dynamics and geopolitical factors shaping who has access to the most advanced hardware.