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Deconstructing Nvidia’s Vera Rubin — The Successor To Blackwell That’s 10x More Efficient

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February 25, 2026

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Nvidia stock is up more than 100% since the unveiling of its first rack-scale server system for AI data centers, Grace Blackwell, with insatiable demand for compute from the likes of Amazon, Google, Microsoft and Meta. Now, it’s poised to ship its next generation AI system, Vera Rubin, later this year. With 1.3 million components from more than 80 suppliers across at least 20 countries, making the system involved monumental orchestration — yet the system is simpler and more module for ease of install and repairs. Nvidia says it uses about twice as much power as Grace Blackwell, but puts out ten times more performance per watt. Later this year, Nvidia will face growing competition when AMD releases its first rack-scale system, Helios. CNBC’s Katie Tarasov got a first look at Vera Rubin to see how it all came together, and whether competitors like AMD could ever catch up.

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Produced and Shot by: Katie Tarasov

Edited by: Erin Black

Camera by: Marc Ganley

Senior Director of Video: Jeniece Pettitt

Animation: Jason Reginato, Andrea Schmitz

Additional Footage: AMD, Getty Images, Nvidia, Samsung

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Deconstructing Nvidia’s Vera Rubin — The Successor To Blackwell That’s 10x More Efficient

Guests & Subjects Covered

The Successor To Blackwell That’s 10x More EfficientGrace BlackwellAmazon Google MicrosoftMeta NowVera RubinHelios CNBCs Katie TarasovChapters Introduction MoreInside Vera Rubin Cooling

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