aiPublished: 01 Oct 2026, 18:00Trust level: official

NVIDIA Outlines ROI Drivers for Large-Scale AI Factories

NVIDIA Outlines ROI Drivers for Large-Scale AI Factories

Summary

NVIDIA breaks down the economics of AI factories, noting that each megawatt of capacity costs roughly $60 million to build.

Prepared by the newsroom with AI assistance; the original link is always provided

NVIDIA has outlined the financial and operational mechanics behind large-scale AI infrastructure. Modern AI factories are now engineered in megawatt and gigawatt capacities, requiring massive capital allocations from data center operators.

According to the company, each megawatt of an AI factory requires roughly $60 million in investment. Operators commit capital at this scale only when the return on investment is transparent, driven primarily by earning capacity, productivity, durability, and fungibility of the computing assets.

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Source: NVIDIA Newsroom

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