Unverified50% confidenceFactExact time
Building one's own data center requires a one-time investment of hundreds of millions to billions of dollars to purchase GPUs (such as NVIDIA H100) and build the facilities and supporting systems.
1
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50%
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Long-term
Relevance
10/31/2026
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Related Claims
UnverifiedThe power density of large-scale GPU clusters is far higher than that of traditional cloud computing, and a single AI data center can consume tens to hundreds of megawatts of electricity.74% similarUnverifiedA data center costing $1 billion and occupying hundreds of thousands of square feet typically requires only 50 to 200 full-time employees during stable operations.70% similarUnverifiedA large data center costing billions of dollars typically has only tens to hundreds of long-term operational positions after completion, most of which are highly specialized technical roles.68% similarUnverifiedAI推理工作负载要求GPU保持超过80%的持续占用率，一座超大规模数据中心用电量可达数百兆瓦66% similarUnverifiedA compute cluster refers to a supercomputing facility composed of tens of thousands or even hundreds of thousands of GPUs/TPUs connected by high-speed interconnects, with a single cluster costing up to billions of dollars, and only a few entities worldwide can afford it.66% similar
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