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NVIDIA's upgraded HBM4 specifications have delayed supplier validations. Samsung, leading in chip performance, is poised to complete certification first and increase market share, while competitors resolve design bottlenecks. Due to these delays, early HBM4 shipments face downward revisions, prompting clients to postpone next-gen platforms and expand mature HBM3e procurement to fill immediate demand gaps.
Cloud giants are drastically expanding Capex for AI infrastructure, driving explosive demand for GPU/ASIC racks. However, immense computing demand faces structural component shortages. Meanwhile, OEMs are transitioning into AI system integrators targeting sovereign clouds.
NVIDIA expands its AI factory via integrated GPU, CPU, and LPU racks for training and inference, securing its market lead.
TrendForce offers you a complete analysis on DRAM industry supply/demand sufficiency, cost analysis and price forecast.
TrendForce offers you a complete analysis on DRAM industry supply/demand sufficiency, cost analysis and price forecast.
NVIDIA's strategic investment in Lumentum and Coherent secures critical InP laser and high‑power CW light‑source capacity, shifting supply‑chain focus from module assembly to upstream optical components. With TSMC's silicon photonics platform and advanced OSAT capabilities, CPO is poised to play a central role in high‑power switches and high‑density AI racks at 800G/1.6T and beyond. Future CPO penetration will depend on light‑source stability and capex pace, serving as a vital engine for AI fabric scalability.
CSPs' AI push fuels HBM shortages and price hikes. Strong conventional DRAM dilutes HBM share; base die production shifts to TSMC.
North American CSP CAPEX expansion drives dual demand for NVIDIA and custom chips. ODMs like Foxconn benefit from rack solutions and are expanding US/Mexico production. Power leaders Delta and LiteOn are shifting toward high-voltage, liquid cooling, and system-level integration to support high-density computing.
NVIDIA achieved record revenue driven by cloud AI and data center dominance. North American CSPs lead demand, establishing the GB series as mainstream and accelerating liquid cooling. However, HBM4 delays impact Rubin's ramp-up, and China exports face geopolitical uncertainty.
Driven by robust AI demand and supply shortages, Korean makers raised quotes, triggering a sharp rise in Server DRAM contract prices. Supply growth lags behind demand despite capacity shifts. Consequently, buyers are accepting price floors in long-term agreements to secure future allocation.
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