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NVDA | Ming-Chi Kuo Predicts Nvidia LPU Shipments of 5 Million Units, Showing Over 10x Growth
Tianfeng International Securities analyst Guo Mingchi stated that after Nvidia invested in the U.S. AI chip startup Groq, it significantly raised its shipment forecast for its Language Processing Unit (LPU). The total shipments are expected to reach 4 to 5 million units between 2026 and 2027, representing more than a tenfold increase compared to previous years.
Guo Mingchi posted on his social media that the rapid growth in LPU demand is mainly due to two factors. First, the high integration with Nvidia’s ecosystem, such as CUDA, greatly reduces the barriers to application development and deployment. Second, the demand for ultra-low latency inference is rapidly increasing, including AI agents like coding agents and emerging applications like real-time and physical AI.
Nvidia plans to increase the number of LPUs per rack from the current 64 to 256 to expand memory capacity and maintain ultra-low latency performance. The new architecture racks are expected to be mass-produced from the fourth quarter of this year to the first quarter of next year. Shipments of racks are projected to be about 3,000 to 5,000 units in 2026 and approximately 15,000 to 20,000 units in 2027.