Hyperscalers

AWS and NVIDIA’s 2 Million GPU Deal: The Massive AI Compute Shift

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AWS and NVIDIA partnership for 2 million AI GPUs

Two million GPUs. To put that number in perspective, it is roughly double the total accelerator fleet that most frontier AI labs operated across their entire cloud footprint just two years ago. Amazon Web Services (AWS) announced plans to deploy an additional 2 million NVIDIA GPUs across its global infrastructure between 2027 and 2028. This … Read more

NVIDIA AI Server Prices to Rise More Than 15% as Memory Crisis Deepens

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NVIDIA headquarters building and logo sign in Santa Clara, California

If you thought the race to build out AI data centers was already eye-wateringly expensive, things are about to get steeper. NVIDIA has reportedly started notifying its biggest customers that AI server systems shipping in early 2027 will see price hikes exceeding 15%. For massive infrastructure operators ordering thousands of accelerators at a time, this … Read more