AWS quietly raises GPU capacity prices, breaks long-held cloud assumptions

AWS has increased prices for its EC2 Capacity Blocks for machine learning by roughly 15%, marking a rare, direct hike in a service long viewed as immune to upward pricing. The move reflects tightening GPU supply and shifting demand dynamics, unsettling enterprise customers accustomed to falling cloud costs and giving rivals fresh leverage in the race for AI workloads.