'Every single frontier model company will jump on Vera Rubin from the get go': Nvidia CEO insists the future looks bright

Nvidia CEO Jensen Huang introduces Vera Rubin, a next-generation AI data center platform, and Rubin Ultra, a next-generation AI GPU architecture, during the keynote address at GTC 2026.
(Image credit: JOSH EDELSON / AFP via Getty Images)

It's hardly surprising that there was almost no mention of the gaming side of the business in Nvidia's latest quarterly earnings call. The company has been riding high on all things AI for several years now, to the tune of a $5.41 trillion market capitalisation as I write this. Unsurprisingly, CEO Jensen Huang is excited about what role the company's hardware will play in the industry's future.

"Vera Rubin is going to be even more successful than Grace Blackwell at this point," Huang said in response to an investor question. "Every single frontier model company will jump on Vera Rubin from the get go—and that was not true before on Blackwell. Vera Rubin is off to a tremendous start, and it will surely be more successful than even Grace Blackwell."

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For those who need the refresher, Vera Rubin is Nvidia's six-trillion transistor AI 'superchip'.

It enjoys 100 times as much compute as the Nvidia GB10 Grace Blackwell Superchip that powers the Nvidia DGX Spark AI box. To be clear, though, 'Blackwell' also refers to the microarchitecture on which the RTX 50 series of GPUs are built. Vera Rubin will obviously be a far more specialised bit of kit, capable of rustling up 100 petaflops of raw compute and enjoying 60 times as many transistors as an RTX 5090 graphics card.

Nvidia Vera Rubin

(Image credit: Nvidia)

Anyway, long story short, rapidly expanding AI partners mean that Nvidia, too, is on a roll. Huang said on the same call, "Demand for AI infrastructure continues to expand at an unprecedented pace. The build out of AI factories is accelerating. The value of NVIDIA AI infrastructure is rising."

Such enthusiasm is within the company's own interest, though. For one thing, the first hint that the company's continued growth is about to flatten could result in the share price dipping.

If you're looking for a more nuanced view from someone outside of Nvidia, our Jacob casts doubt on the company line and chats to a number of experts about the future of the AI industry. The mere fact that even the experts offer diverging visions suggests that AI's future is far from certain.

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Jess Kinghorn
Hardware Writer

Jess has been writing about games for over ten years, spending a significant chunk of that time working on print publications PLAY and Official PlayStation Magazine. When she’s not investigating all things hardware here, she's either constructing a passionate defence of a 7/10 game, daydreaming about her debut novel, or feeling wistful about the last time she chased some nerds around a field with an oversized foam sword. 

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