美光英伟达核心推演：存储超级周期的结构性延伸 Micron & NVIDIA Core Deep Dive: The Structural Extension of the Memory Super-Cycle

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Executive Summary

美光（Micron, MU）作为AI基础设施核心存储供应商，比英伟达（NVIDIA）更具"周期股化"特征，但当前周期已叠加HBM结构升级与AI结构性需求，呈现出更长、更强的超级周期特征。2026Q3财报再次验证这一逻辑：营收$41.46B、adjusted EPS $25.11，大幅超越一致预期，毛利率创纪录高位。Q4指引中点营收$50B、EPS $31，进一步抬高市场门槛，但需求/定价超预期支撑后续上修。

Micron (MU), as a core storage supplier for AI infrastructure, carries more of a "cyclical stock" character than NVIDIA. However, the current cycle has layered structural HBM upgrades on top of structural AI demand, producing a longer and stronger super-cycle pattern. The 2026 Q3 earnings once again validated this thesis: revenue came in at $41.46 billion with adjusted EPS of $25.11, both well ahead of consensus, with gross margin reaching a record high. Q4 guidance midpoint calls for $50 billion in revenue and $31 in EPS, raising the market's bar further, though demand and pricing beating expectations continue to support further upward revisions.

核心观点：当前已不是"有没有增长"的问题，而是"还能不能持续beat"。HBM3E/HBM4全面售罄至2027日历年，需求延伸至2028；长期供应协议锁定定价与量，缓冲传统周期波动。英伟达Vera Rubin平台HBM4认证与量产爬坡，进一步强化双击逻辑。

Core view: the question is no longer "whether growth exists," but "whether the beats can keep coming." HBM3E/HBM4 capacity is fully sold out through calendar year 2027, with demand extending into 2028. Long-term supply agreements lock in pricing and volume, cushioning the traditional cyclical swings. NVIDIA's Vera Rubin platform HBM4 certification and production ramp further reinforce the "double-hit" thesis (price cycle plus structural upgrade).