Nvidia prices rivals out of AI factory race with Blackwell, Vera CPU, and Rubin

Nvidia’s trifecta of Blackwell, Vera CPU, and Rubin isn’t just a product roadmap—it’s a systemic lock-in strategy. By vertically integrating AI compute, software, and infrastructure, Nvidia forces cloud providers into dependency while starving rivals of advanced packaging capacity like CoWoS, already constrained by U.S. export controls. AMD may double down on ROCm and MI400 integration, while Huawei pushes vertical synergy between Ascend chips and Pangu models. Over the next 18 months, only players with full-stack capabilities will survive in the AI factory race; others will be relegated to edge or niche markets. The era of fragmented competition is ending—consolidation around Nvidia’s ecosystem is now inevitable.