OpenAI and Nvidia Just Struck a 10-Gigawatt AI Deal

The scale of the AI buildout keeps getting harder to grasp. OpenAI and Nvidia announced a partnership to deploy at least 10 gigawatts of Nvidia systems for OpenAI's next-generation infrastructure, with the first phase coming online later this year on Nvidia's new Vera Rubin platform. Ten gigawatts is enough electricity to power millions of homes.

The number tells the story. AI is measured less in chips now and more in gigawatts of power, because the systems draw so much electricity, and committing to 10 gigawatts is a statement about how much computing OpenAI thinks it will need. It ties the company to Nvidia's hardware for years and locks in a huge slice of future chip supply. This is planning at industrial scale.

Vera Rubin is Nvidia's next big platform. It pairs Nvidia's newest CPUs and GPUs into a system built for the largest AI workloads, and OpenAI using it as the base for its next infrastructure phase makes OpenAI a flagship customer for Nvidia's latest technology. The first systems are expected online in the second half of this year. The newest hardware goes to the biggest buyer.

It underlines how completely Nvidia dominates. Every hyperscaler, from Amazon and Google to Meta and Microsoft, is spending billions to pack Nvidia chips into data centers, and Nvidia's revenue is on track to top 358 billion dollars this year. Even as rivals build their own chips, deals like this show Nvidia still sits at the center of the AI economy. The picks and shovels are still mostly green.

The honest caveat is the same one hanging over the whole AI trade. A 10-gigawatt commitment assumes demand and revenue will justify it, and the power, land and money required are enormous, with electricity itself becoming a bottleneck. If AI growth slows, these vast fixed commitments become a burden rather than an advantage. Building for a boom always carries the risk the boom cools.

So OpenAI and Nvidia just put a staggering number on the future of AI, measured in gigawatts rather than chips. A 10-gigawatt deal, the Vera Rubin platform, and Nvidia's grip on the buildout on full display. The AI race is now an energy and infrastructure race. Watch whether the power and the demand actually show up.