HardwareJul 21, 2026, 3:36 PM

NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide

30-second summary

NVIDIA has launched its Vera Rubin NVL72 platform, designed for gigascale AI, with production ramping up at major cloud partners including CoreWeave, Google Cloud, Microsoft Azure, and Oracle Cloud Infrastructure. The platform aims to deliver high performance per watt and low token cost for AI workloads.

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NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide
Key takeaways
  • NVIDIA's Vera Rubin NVL72 is a new AI computing platform optimized for large-scale AI workloads.
  • It prioritizes energy efficiency (performance per watt) and cost reduction (lowest token cost) for AI inference.
  • The platform is being deployed across major cloud providers, indicating broad industry adoption and accessibility.
  • NVIDIA has established a vast global supply chain to support the production and deployment of Vera Rubin NVL72.
Full story

NVIDIA has officially unveiled its Vera Rubin NVL72 platform, a new computing architecture specifically engineered for gigascale artificial intelligence applications. This system is designed to optimize performance per watt and achieve the lowest possible token cost, critical metrics for efficient and economical large-scale AI operations.

Production of the Vera Rubin NVL72 is already underway and scaling rapidly. Key industry partners, including major cloud service providers like CoreWeave, Google Cloud, Microsoft Azure, and Oracle Cloud Infrastructure, are integrating these racks into their data centers, signaling broad adoption across the AI ecosystem.

To support this extensive rollout, NVIDIA has assembled its largest and most mature rack-scale supply chain to date. This network spans over 350 factory sites across 30 countries, ensuring the capacity to meet the significant global demand for advanced AI compute infrastructure.

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Why this matters
Developers

Access to powerful, efficient AI infrastructure for training and inference, potentially lowering operational costs for complex models.

Businesses

Lower operational costs for AI services and improved performance, enabling more sophisticated and cost-effective AI applications.

Investors

NVIDIA's continued dominance and strategic partnerships in the AI hardware market, reinforcing its position as a critical enabler of AI innovation.

Everyone

Advances in AI capabilities become more accessible and cost-effective, driving broader adoption and development of AI technologies.

Glossary
NVL72
A specific rack-scale system from NVIDIA, integrating multiple GPUs and networking components designed for high-performance AI workloads.
Gigascale
Refers to computing systems designed to handle extremely large datasets and models, often involving billions or trillions of parameters, common in advanced AI.
Token Cost
The operational cost associated with processing each unit of data (token) in large language models, a key metric for AI inference efficiency and economic viability.
Sources · 1
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