Neocloud providers are increasingly competing with hyperscalers for AI-native workloads by offering specialized, cost-effective GPU infrastructure. While hyperscalers maintain dominance through enterprise-grade services and custom silicon, neoclouds are carving out a niche for high-performance training and inference tasks.