Industry Analysis
NVIDIA’s Blackwell architecture has not only cemented its dominance in AI training but also locked in premium data center clients through its vertically integrated NVLink and InfiniBand ecosystem. AMD, despite progress with MI450/MI455X and ROCm, remains bottlenecked by HBM4 integration and 3nm EUV yield issues—exacerbated by TSMC’s capacity prioritization for NVIDIA, which indirectly inflates AMD’s foundry costs. Tightening U.S. export controls on advanced packaging equipment further strain AMD’s reliance on Korean and Japanese supply chains. With NVIDIA boasting 75% gross margins and an $80B buyback, AMD must secure hyperscaler design wins with its EPYC+Rubin platform by 2027 or face valuation correction from its current 68x forward P/E. Over the next 18 months, the AI hardware landscape will polarize sharply; while players like Marvell may carve niches via Dynamo 1.0, none can match NVIDIA’s full-stack leverage.
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