Hyperscalers Double Down on AI Capex

US tech giants are aggressively raising their 2026 AI infrastructure budgets as demand continues to outstrip available capacity. This early-cycle buildout provides structural support for the global tech supply chain and broader economic activity.

Key Takeaways

• 1.The four largest US hyperscalers (Meta, Alphabet, Microsoft, Amazon) are significantly increasing AI infrastructure spending for 2026, totaling over $700bn.
• 2.Demand for AI currently exceeds available capacity, as signaled by management citing 'compute constraints'.
• 3.The AI investment cycle appears to be in its early stages, providing a multi-year tailwind for the entire supply chain from semiconductors to power infrastructure.

Table of Contents

• Hyperscalers double down on AI capex
• 2026 HYPERSCALER CAPEX: HIGHER SPENDING, STILL STRONG GROWTH
• THE CONTEXT
• THE DATA
• OUR VIEW
• OTHER THINGS TO NOTE
• TODAY'S DATA RELEASES
• Legal Notices

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