Bernstein's research report released on July 20, 2026, indicated that each additional 1 GW of annual computing power corresponds to $8 billion in equipment investment. If annual新增 computing power reaches 50 GW, cumulative global wafer equipment spending from 2027 to 2029 will exceed $700 billion, with an annualized scale approaching $300 billion. Current market estimates project industry annual demand at only $120 billion to $150 billion. If computing power expansion maintains its rapid pace, profitability for equipment leaders will surpass market expectations. Under the 50 GW scenario, Applied Materials, Lam Research, and KLA are projected to see their 2028 P/E ratios decline to 15–18 times. Bernstein is bullish on Applied Materials and has issued outperform ratings for six companies including Lam Research, KLA, and ASML, while maintaining a market perform rating for Screen.
Bernstein Report: AI Compute Expansion to Drive Semiconductor Equipment Spending Beyond Market Expectations
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Summary
Bernstein’s latest daily market report highlights a surge in AI computing demand, linking each 1 GW of annualized computing power to $8 billion in equipment investment. Under a 50 GW annual growth scenario, wafer equipment spending from 2027 to 2029 could exceed $700 billion, far surpassing current estimates of $120–$150 billion. Altcoins to watch may benefit from this hardware-driven momentum. Applied Materials, Lam Research, and KLA are expected to see their 2028 P/E ratios decline to 15–18 times. Bernstein rates Applied Materials and four other companies as outperform.
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