Agent-driven RL
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计算机行业点评:CPU涨价能持续多久?
SINOLINK SECURITIES· 2026-01-25 02:53
Investment Rating - The report suggests a positive investment outlook for the industry, indicating a potential increase in value over the next 3-6 months, with expectations of growth exceeding the market by more than 15% [40]. Core Insights - The report highlights three core logic points driving the rigid demand for CPU in the Agent era, emphasizing the shift in computational load from GPU to CPU due to the complexity of tasks performed by Agents [11][16]. - The global Agent ecosystem is predicted to experience exponential growth, with active Agents expected to rise from approximately 28.6 million in 2025 to 2.216 billion by 2030, alongside a significant increase in task execution and token consumption [16][21]. - A supply-demand imbalance is emerging, with Intel shifting production capacity to server CPUs, leading to delivery issues in consumer electronics, while NVIDIA plans to enhance CPU core counts in response to bottlenecks [33][37]. Summary by Sections Section 1: Three Core Logics Revealing the Rigid Demand for CPU - The shift in computational load towards CPU is driven by the Multi-Agent architecture, which increases OS scheduling pressure due to the complex workflow of Agents [11]. - The challenge of long context scenarios necessitates KV Cache offloading to CPU, which increases CPU load due to the need for task scheduling and data transfer [11][12]. - High concurrency in tool usage by Agents leads to significant CPU consumption, as non-model inference tasks are primarily handled by CPUs [15]. Section 2: Expansion of the Agent Ecosystem Igniting CPU Performance Bottlenecks - The number of active Agents is projected to grow significantly, with task execution expected to increase from 44 billion in 2025 to 415 trillion by 2030, indicating a shift towards deeper reliance on Agents in business processes [16][17]. - Token consumption is anticipated to surge from 0.0005 PetaTokens in 2025 to 152,667 PetaTokens by 2030, reflecting the increasing complexity of tasks handled by Agents [17]. Section 3: Supply-Demand Imbalance and New Shortboards in Computing Power - Intel's urgent shift in production to server CPUs has resulted in a decline in consumer electronics delivery rates, while NVIDIA's new architecture aims to address CPU bottlenecks [33]. - Market data indicates a growth in global client CPU shipments, with a 7.9% quarter-on-quarter increase and a 13% year-on-year increase in the second quarter of 2025 [33][34]. Section 4: Related Companies - Key companies in the CPU sector include Haiguang Information, Zhongke Shuguang, He Sheng New Materials, China Great Wall, Longxin Zhongke, and others [4][38]. - Domestic computing power companies include Haiguang Information, Cambricon, Dongyangguang, and others, while overseas companies include Zhongji Xuchuang, New Yisheng, and others [4][38].