AWS and NVIDIA to Deliver 2 Million Additional GPUs and Next-Generation Infrastructure for Agentic and Physical AI
AWS and NVIDIA will deliver 2 million additional GPUs while expanding their partnership across CPUs, networking, open models and physical AI technologies. The agreement reinforces NVIDIA’s demand pipeline.
AWS and NVIDIA are deepening integration across the AI stack, with AWS set to receive NVIDIA Vera CPUs, advanced networking, Nemotron open models and physical AI technologies alongside 2 million additional GPUs. The expansion responds to accelerating customer demand for agentic and physical AI workloads.
The partnership connects NVIDIA's hardware and software stack with Amazon Web Services' cloud infrastructure. For NVIDIA, the potential mechanism is additional accelerator volume plus broader adoption of its CPUs, networking products and software; for AWS, the arrangement expands the infrastructure available for agentic and physical AI workloads.
Key questions remain around timing and delivery schedules for the GPUs, pricing terms, and how much revenue is already reflected in NVIDIA's outlook. Investors should monitor the companies' detailed order information, NVIDIA's next earnings report and AWS commentary on capacity utilization and customer demand.
The expanded AWS deployment strengthens the demand backdrop for NVDA, while the absent delivery and pricing details keep the near-term earnings read incomplete.
The strategic read is favorable for NVIDIA because the agreement broadens the company’s exposure from GPUs into Vera CPUs, networking, models and physical AI, on top of a stated 2 million additional GPUs. The trade remains non-directional here because the announcement gives no schedule, pricing or incremental guidance, so the $215.9B revenue base and 55.6% net margin cannot be tied to a specific new earnings outcome.
The setup loses force if NVIDIA or AWS indicates that the 2 million GPUs are long-dated, already embedded in guidance, or carry weaker economics than the headline implies.
CoverageSource: GlobeNewswire · Published here WED, AUG 26 · 7:58 PM ET · 2 reports · 2 publishers in this record · latest listed: TechCrunch · WED, AUG 26 · 7:58 PM ETHow this is decided →
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NVIDIA’s FY 2026 revenue of $215.9B and 65.5% YoY growth provide a large existing demand base that could be extended by AWS adoption across GPUs, Vera CPUs, networking and AI software.
The concrete bear case is limited: without delivery timing, pricing or guidance changes, the announcement may not translate into near-term incremental revenue or margin expansion.
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