Amazon Triples Its Nvidia Chip Order on Surging AI Demand

AWS adds 2 million more Nvidia GPUs even as it builds its own competing chips

Published: 2026-08-28 Category: Quick Take Sources: TechCrunch

A deepening partnership

Amazon and Nvidia announced Wednesday an expanded partnership that adds another 2 million Nvidia GPU chips to Amazon's data centers. The GPUs — including Nvidia Blackwell Ultra, Rubin, and Rubin Ultra — are designed for the heavy compute demands of training and running AI models, and will head to AWS data centers in 2027 and 2028. Neither company shared financial terms, but given GPU unit costs, the deal is worth tens of billions of dollars.

The headline number is the tripling of Amazon's order, driven by what the companies describe as "surging demand" from startups, enterprises, AI labs, and even governments. It's a signal that the AI infrastructure buildout is nowhere near peaking — the biggest cloud provider in the world is still scrambling to add capacity years in advance.

The irony of the deal

What makes this notable is that it's happening even as Amazon invests heavily in its own potentially competing AI chips. Amazon has been ramping up its custom silicon efforts, particularly with CPUs — the general-purpose processors at the heart of servers. The company is clearly trying to reduce its dependence on Nvidia and build a differentiated infrastructure story.

Yet the deal shows that, for now, Nvidia remains the dominant force. As TechCrunch puts it, "Nvidia is still the GOAT in the world of AI chips." Amazon can build its own chips, but it can't ignore the demand for Nvidia's — and it can't afford to let competitors like Microsoft and Google lock up Nvidia supply while it waits for its custom silicon to mature.

Beyond the chips

The expanded partnership extends beyond raw GPU purchases. Nvidia said its networking hardware — which connects thousands of GPUs into a single system — along with its open models, CPUs, data processing software, and robotics platform, will also be integrated across AWS. This is a full-stack deepening: Nvidia isn't just selling Amazon chips, it's embedding its entire ecosystem into AWS.

That's strategically significant. It means AWS becomes a showcase for Nvidia's full platform, and it deepens the lock-in on both sides. For customers, it means more Nvidia-powered options on AWS; for Nvidia, it means AWS is a distribution channel for its broader portfolio.

The bigger picture

The deal is a reminder that the AI infrastructure buildout is a multi-year, multi-trillion-dollar project, and that the biggest players are placing bets years in advance. Amazon's willingness to triple its Nvidia order — while simultaneously building competing chips — shows that even the largest cloud provider sees Nvidia as essential infrastructure for the foreseeable future. The compute arms race is far from over.

Source: TechCrunch, "Amazon just tripled its order of Nvidia chips over 'surging demand'" (Aug 26, 2026).