NVIDIA's Vera Rubin GPU architecture has entered production deployment across four major cloud infrastructure providers—CoreWeave, Google Cloud, Microsoft Azure, and Oracle Cloud Infrastructure—marking a critical transition from development to operational scale. The Vera Rubin NVL72 configuration is now running in production racks spanning over 350 factory sites across 30 countries, according to NVIDIA's latest announcement. The company claims the architecture delivers industry-leading performance per watt and the lowest token cost for large language model inference among its partners, positioning it as a successor to the widely deployed H100 and H200 lines. This multi-cloud rollout represents the maturation of NVIDIA's latest generational leap and signals broad customer readiness to adopt next-generation acceleration hardware across enterprise AI workloads.
Complementing the GPU deployment pipeline, NVIDIA-partner Wistron opened a 324,000-square-foot advanced manufacturing facility in Fort Worth, Texas, dedicated to producing AI supercomputers and accelerator systems. The facility represents a strategic move to localize AI infrastructure manufacturing within the United States, reducing supply chain dependencies and addressing geopolitical concerns around semiconductor production concentration. Fort Worth joins other Texas-based manufacturing and testing hubs that have become critical nodes in the AI hardware supply chain. The plant is designed to produce systems at the core of enterprise and hyperscaler AI deployments, with capacity targets and hiring plans not yet publicly detailed. This domestic expansion comes as NVIDIA faces intensifying competitive pressure from AMD, which recently launched its Helios rack system and MI450 GPU line.
The simultaneous production ramp and manufacturing expansion underscore NVIDIA's strategy to maintain hardware supply velocity while insulating operations from trade and logistics vulnerabilities. Industry analysts point to the combination of rapid architectural iteration—Vera Rubin following Blackwell with minimal delay—and geographic diversification of manufacturing as critical factors sustaining NVIDIA's market position. However, the company's ability to convert production capacity into revenue depends on continued customer demand for cutting-edge acceleration silicon as AI workload patterns mature and alternative architectures gain traction. The Fort Worth facility and Vera Rubin production ramp will be closely watched indicators of whether NVIDIA can sustain margins and market share amid accelerating competition.