Hopper一代芯片(如H100)

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拥有250000个GPU的厂商,麻烦了
半导体行业观察· 2025-03-28 01:00
Core Viewpoint - CoreWeave is positioned as a leading "GPU cloud" provider with 250,000 Nvidia GPUs, but concerns arise regarding the longevity and demand for these chips in the rapidly evolving AI hardware market [1][2][3] Group 1: CoreWeave's Business Model - CoreWeave rents remote access to Nvidia AI chips, primarily utilizing the Hopper generation, which is currently in high demand due to the AI boom initiated by OpenAI's ChatGPT [1] - The company has borrowed nearly $8 billion to acquire Nvidia chips and build data centers, sometimes using its accumulated GPUs as collateral [4][5] Group 2: Nvidia's Chip Evolution - Nvidia's CEO Jensen Huang indicated that the upcoming Blackwell generation of GPUs, set to ship by the end of 2024, will outperform the Hopper chips by 40 times in certain applications [2][3] - The introduction of Blackwell chips is expected to lower the rental prices of older Hopper chips, which could impact CoreWeave's revenue projections [3][4] Group 3: Market Dynamics and Pricing - The rental price for H100 chips has decreased significantly from $8 per hour in 2023 to under $2 per hour for some services, indicating a potential shift in the AI chip rental market [4] - Analysts suggest that the rapid pace of innovation may lead to accelerated depreciation of older chip generations, posing a threat to profitability for companies like CoreWeave [4][5] Group 4: Future Outlook - CoreWeave aims to provide cutting-edge infrastructure and plans to continue investing in expanding and improving its data centers, while also addressing the potential obsolescence of its components [5] - The relationship between CoreWeave and Nvidia remains strong, with Nvidia holding over 5% of CoreWeave's shares, but the competitive landscape is shifting with the introduction of new chips [5]