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Hyperscalers Set $655 Billion AI Spend for 2026 as Power Becomes the New Bottleneck

Power delivery has become the immediate chokepoint for the AI buildout.

Overview

  • The four largest cloud providers say they will invest more than $650 billion this year to expand AI data-center capacity.
  • RAND estimates put AI data-center electricity needs at about 68 gigawatts next year and 327 gigawatts by 2030.
  • NextEra Energy disclosed a Google Cloud pact to build and power multiple AI sites and plans to deliver roughly 15 gigawatts to data centers by 2035, including 6 gigawatts from gas.
  • CEO John Ketchum said NextEra could double that target to at least 30 gigawatts dedicated to data centers.
  • Supply chains remain concentrated: Nvidia leads in AI GPUs and CUDA, Broadcom develops custom AI ASICs including Google’s TPUs, TSMC dominates advanced logic manufacturing, and tight HBM supply is boosting Micron through long-term commitments.