84.9% Margins, $7B Power Pact and ₩648T Expansion Fuel Nvidia AI Demand
NVDA•Memory chip shortages have driven Micron’s gross margins to 84.9%, escalating hardware costs for Nvidia’s GPU customers and prompting Apple to raise device prices. Samsung’s planned ₩648 trillion memory expansion and Microsoft’s $7 billion, 2.67 GW Texas power deal support Nvidia-led AI growth, while Goldman prefers Nvidia over Intel.
1. Memory Bottleneck Drives Up Hardware Costs
Micron’s latest results show an 84.9% gross margin as tight memory supply gives suppliers strong pricing power. Nvidia’s GPU customers face higher component costs, forcing device makers like Apple to hike prices and potentially squeezing end-user demand for AI-powered systems.
2. Samsung’s ₩648 Trillion Investment Eases Future Constraints
Samsung Electronics is set to invest around ₩648 trillion over the next decade to expand memory production, with some projects accelerated into the mid-2030s. This massive build-out aims to relieve supply bottlenecks that have kept chip prices elevated and to secure capacity for sustained AI hardware demand.
3. Microsoft Locks in $7B, 2.67GW Power Supply
Microsoft’s 20-year, $7 billion power purchase agreement for a 2.67 GW natural gas plant in West Texas ensures stable energy costs for its AI datacenters through 2048. By addressing power constraints, the deal enhances the economics of Nvidia-driven cloud services and gives Microsoft a competitive edge in AI infrastructure.
4. Investor Sentiment Shifts Toward Nvidia Over Rivals
Goldman Sachs identifies Nvidia as a top chip pick, citing superior revenue visibility compared with Intel and peers. The endorsement underscores growing confidence in Nvidia’s leadership position in GPUs and AI acceleration despite broader cost pressures in the semiconductor supply chain.





