Nvidia expects to generate roughly $91 billion in revenue next quarter, a sum larger than most countries' annual GDP, underscoring the relentless demand for AI chips.

The forecast comes as the world's largest cloud and AI companies dramatically increase capital expenditures. Alphabet raised its 2025 capex guidance to $91-$93 billion. Meta boosted its forecast to $70-$72 billion, with further increases expected in 2026. Microsoft is also accelerating spending on CPUs and GPUs.

To date, Nvidia has sold 4 million Hopper GPUs for $100 billion, and its next-generation Blackwell architecture is reportedly being pre-ordered at massive scale. Its CUDA software ecosystem remains a formidable competitive moat.

This AI infrastructure boom has implications beyond tech. AI-adjacent crypto tokens linked to decentralized compute, GPU rental networks, and AI training protocols benefit from the narrative that compute is scarce and valuable. Nvidia's revenue guidance serves as a barometer for risk appetite across growth assets, including crypto.

The key metric for investors is the widening gap between centralized compute supply and total demand, which positions decentralized compute networks to capture overflow demand if they can solve latency and reliability issues.

However, cyclicality is a risk. Previous infrastructure booms, like the dot-com era, led to overbuilding. If AI monetization fails to keep pace, these capex numbers could turn into liabilities. For now, the spending trend shows no sign of slowing.