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Sam Altman Sees 1 Million GPUs Online By Year-End 2025
If Altman were to purchase the latest Blackwell Ultra GPU models from Nvidia at $30,000 per pop, he is talking about $30 billion for the chips alone. Buildout cost for the data center is about 3x-4x the cost of the chips, making Altman's total spend in the range of $100-$150 billion. The AI industry is expected to spend $500-$600 billion in 2025 alone, and is likely to reach $5 trillion by 2030.
The scale of AI is staggering. The combined computer power by 2025-yearend is estimated to be a 200 zettabytes or, 1×1021.
Sam Altman's recent claim (from mid-July 2025) that OpenAI will bring "well over 1 million GPUs online by the end of this year" appears to refer to aggregate compute capacity across many partnerships and locations. The main Texas location for Stargate plans to have 400,000 chips installed in the middle of 2026.