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AIGC mass adoption drives AI Agent and inference demand. NVIDIA's BlueField-4 platform optimizes network architecture, expanding DDR5 memory pools and boosting high-performance SSD requirements to ensure model switching efficiency and maximize GPU ROI.
Driven by strong demand from US and China CSPs, 2026 AI server shipments will surge. Key drivers include NVIDIA and Google's ASICs, accelerating liquid cooling adoption. While general server refresh cycles aid growth, supply chain lead times remain a potential bottleneck.
NVIDIA's H200 supply upside is limited by tight advanced packaging and memory capacity prioritized for new platforms. While targeting the Chinese market, geopolitical risks are driving China to accelerate domestic chip autonomy and in-house ASIC development, expanding local market share.
Raised specs delayed HBM4 production, keeping HBM3e dominant. Samsung leads verification with advanced tech, while SK hynix retains the top share.
Driven by expanding CSP capital expenditures, AI server demand remains robust. Liquid cooling adoption accelerates as the high-end standard. Strong demand pushes HBM3e prices up amid tight supply, while high-capacity QLC SSDs and PCIe 6.0 upgrades lead storage growth.
Server DRAM prices surge due to depleted inventory and robust AI demand. HBM expansion squeezes standard supply, causing shortages. Suppliers prioritize major CSPs, cutting allocations for others. Significant price hikes are expected to continue as buyers scramble to secure stock.
Looking to 2026, sustained AI infrastructure build-outs will drive server demand. High CAPEX from North American CSPs supports NVIDIA's new platforms and ASICs. While Tier-2 risks exist, robust major CSP demand boosts ODM AI revenues and cements the critical role of liquid cooling solutions.
CSP AI investment fuels robust server growth.
Driven by Server DDR5 shortages and rising AI demand, DDR5 profitability now rivals HBM. With suppliers regaining pricing power and buyers increasing orders, the forecasted 2026 HBM3e price decline has significantly narrowed.
North American CSPs' expanded investment in AI and general servers has confirmed a DRAM industry upcycle. With supplier inventory bottoming out and buyers actively restocking, prices and revenue are surging. As AMD and Arm gain share and CSPs increase CAPEX, strong growth in server and memory demand is expected to continue.
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