Nvidia Dominates AI Infrastructure Boom as Hyperscalers Spend Billions

The AI infrastructure boom is driving massive spending by hyperscalers like Amazon, Microsoft, Alphabet, and Meta Platforms. In 2026 alone, they plan to spend hundreds of billions of dollars on AI data centers, GPU clusters, networking, and power infrastructure.

Nvidia sits at the center of this buying spree, selling the brains of the AI factory in the form of accelerators like its GB200 Grace Blackwell Superchip. Its products are in steady demand, with hyperscalers lining up to deploy them in their AI clouds.

Micron, on the other hand, supplies the memory that keeps Nvidia's accelerators fed with data. Its HBM3E products offer more than 1.2 terabytes per second of bandwidth per stack and have been chosen by Nvidia for its H200 and Blackwell GPUs.

While Micron will still benefit from the AI build-out, Nvidia captures a larger share of the AI infrastructure dollars due to its direct exposure to the GPU gold rush.