Meta’s $21B CoreWeave Deal and 88% AI Capex Surge Fuel GPU Demand
Meta committed $21B to CoreWeave for AI infrastructure expansion, securing dedicated high-end compute resources powered by Nvidia GPUs over several years. Barclays projects hyperscaler AI capex to surge 87.9% year-over-year in 2026, with the Magnificent Seven targeting $680B in AI spending and intensifying GPU demand.
1. Meta Invests $21B in CoreWeave
Meta’s $21B agreement with CoreWeave secures dedicated access to high-end compute resources over several years for its generative AI projects. CoreWeave will deploy Nvidia GPUs across its specialized data centers to power large-scale model training, reinforcing its position as a primary GPU service provider.
2. Surge in AI Capital Expenditures
Hyperscaler AI capital expenditures are set to jump 87.9% year-over-year in 2026, with the Magnificent Seven planning to spend $680B on AI infrastructure. This spending trajectory extends through 2028, indicating sustained demand for Nvidia’s high-performance GPUs in cloud and research environments.