NVIDIA CorporationAI capex gap could reduce demand for Nvidia's GPUs, pressuring margins.
Goldman Sachs estimates roughly $7.6 trillion in cumulative AI capital spending from 2026 through 2031, while OpenAI and Anthropic were generating combined annualized revenue of more than $105 billion by August 2026, leaving a massive gap that could pressure hardware suppliers. Nvidia Corporation carries the greatest exposure because its 74.9% quarterly gross margin depends on customers competing for scarce, high-end GPUs, and the stock traded at 25.64 times forward earnings as of August 17. Microsoft's AI operations exceeded a $37 billion annual run rate in the March quarter, up 123% from a year earlier, and Microsoft 365 Copilot passed 30 million paid seats by June, positioning the company to convert cheaper inference into recurring revenue. The most likely outcome is a staged infrastructure digestion phase that shifts value from hardware scarcity toward software monetization, with Nvidia facing slower growth and Microsoft capturing more upside.
NVIDIA CorporationAI capex gap could reduce demand for Nvidia's GPUs, pressuring margins.
Microsoft CorporationMicrosoft's AI revenue run rate and Copilot seats show strong demand for its software.
Goldman Sachs Group Inc