Particle.news
Download on the App Store

Big Tech Commits $630–$660 Billion for 2026 AI Infrastructure as Nvidia Defends the Spend

Investors remain cautious about payoffs despite a bounce in supplier stocks.

Overview

  • Amazon set 2026 capex at about $200 billion, Alphabet at $175–$185 billion and Meta at $115–$135 billion, while Microsoft did not give a figure as analysts estimate its spending near the $120–$145 billion range.
  • Combined outlays bring hyperscaler 2026 capex to roughly $630–$660 billion concentrated on AI compute, data centers, servers, power systems and networking.
  • The surge in spending fueled a weeklong tech selloff that erased more than $1 trillion in market value, with Amazon down about 14% for the week and Microsoft and Meta off roughly 8%.
  • Nvidia shares climbed about 7% after CEO Jensen Huang said the buildout is justified and sustainable over 7–8 years, lifting chip and hardware names such as Broadcom and Marvell.
  • Demand indicators remain strong with large cloud backlogs and supply strains, and analysts say near-term margin pressure may be the cost of a multi-year, demand-driven expansion.