存储行业深度报告：供需改善下NAND价格拐点趋近，高端存储和端侧创新带来增量需求

Investment Rating - The report maintains a positive investment outlook for the storage industry, highlighting potential recovery and growth opportunities in various segments [2]. Core Insights - The storage industry is experiencing a significant divergence in performance across different segments, with high-end storage products showing resilience while consumer products have reached cyclical lows [6][11]. - The supply-demand dynamics are improving due to targeted production cuts by manufacturers, leading to potential price inflection points for certain NAND products [6][40]. - High-end storage demand remains robust, with domestic manufacturers accelerating the pace of domestic substitution in the high-end storage sector [6][52]. - The trend of increasing storage capacity in edge devices is solidifying, driven by the integration of AI models into consumer electronics [6][52]. Summary by Sections 1. Industry Performance Divergence - The storage industry exhibits strong cyclicality, with high-end storage demand and prices on the rise, while consumer storage prices are under pressure [11][12]. - NAND prices have been particularly weak compared to DRAM, with some products reaching cyclical lows [14][22]. 2. Supply-Demand Dynamics - Targeted production cuts by major manufacturers are leading to an improved supply-demand balance, with some NAND products nearing price recovery [6][40]. - Inventory levels are approaching healthy thresholds as manufacturers actively reduce stock [44]. 3. High-End Storage and Domestic Substitution - Capital expenditures from major cloud service providers are expected to drive continued growth in high-end storage demand, particularly for HBM and eSSD products [52][53]. - Domestic manufacturers are making significant strides in high-end storage technology, with products that rival those of international competitors [57][58]. 4. Edge Storage Expansion and Innovation - The integration of AI into consumer devices is driving increased storage capacity requirements, with notable growth in DRAM capacities for AI-enabled smartphones and PCs [6][52]. - Innovations such as integrated storage solutions are emerging to meet the demands of edge computing [7]. 5. Investment Recommendations - The report suggests focusing on companies benefiting from the recovery in consumer storage, advancements in high-end storage, and innovations in edge storage solutions [8]. - Specific companies to watch include Jiangbolong, Baiwei Storage, and Demingli among storage module manufacturers, and Zhaoyi Innovation and Puran among niche storage chip manufacturers [8].