AI Data Centers: Data & Research

Training and running frontier AI models requires enormous physical infrastructure: warehouses packed with specialized chips consuming as much power as small cities. The largest are being built at extraordinary speed, going from empty land to operational in under two years. Using satellite imagery and permit data, Epoch tracks the scale and growth of AI data centers and supercomputers, from build times and costs to compute capacity and power demands.