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3 AI Infrastructure Stocks to Buy as Capex Surges

Aug 4, 2026
Bobby Quant Team

💡 Key Takeaway

Nvidia, SK Hynix, and TSMC are well-positioned to benefit from surging AI infrastructure spending, with attractive valuations and strong competitive moats.

What Happened: AI Capex Boom Continues

Alphabet and Amazon have recently increased their 2026 capital expenditure budgets for AI infrastructure, signaling they will spend even more in 2027. This comes after earlier fears that AI infrastructure spending might slow, but it now shows no signs of doing so.

This spending spree is expected to benefit companies that supply the building blocks for AI data centers, including chip designers, memory manufacturers, and foundries. The article highlights three such stocks: Nvidia, SK Hynix, and Taiwan Semiconductor Manufacturing (TSMC).

Nvidia remains a leader in AI training with its GPUs and CUDA software, and it's expanding into inference with its acquisition of Groq. SK Hynix is the dominant supplier of high-bandwidth memory (HBM), a critical component for AI chips. TSMC has a virtual monopoly on advanced chip manufacturing, making it indispensable.

These companies are trading at attractive valuations despite their growth prospects, making them compelling buys for investors looking to capitalize on the AI infrastructure boom.

Why It Matters: Riding the AI Wave

The surge in AI infrastructure spending is a massive tailwind for companies like Nvidia, SK Hynix, and TSMC. As tech giants pour billions into data centers, demand for their products and services will only increase.

Nvidia's dominance in AI training and its strategic move into inference position it for sustained growth. Its forward P/E of 16x for fiscal 2028 suggests the stock is undervalued relative to its potential.

SK Hynix's leadership in HBM, with over 50% market share and a $500 billion supply deal with Nvidia, makes it a critical player. The supply-constrained market and long-term contracts provide pricing stability, making it a solid investment at a forward P/E of just 5x.

TSMC's virtual monopoly in advanced chip manufacturing gives it immense pricing power and robust margins. As AI chips proliferate, TSMC is uniquely positioned to benefit, and its stock at 19x 2027 estimates is attractively valued.

Investors should consider these stocks as they offer exposure to the AI infrastructure boom with strong fundamentals and growth potential.

Source: The Motley Fool
Analysis generated by Bobby AI quantitative model, reviewed and edited by our research team. This is not financial advice. Always do your own research before making investment decisions.

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Bobby Insight

bobby-insight

Buy Nvidia, SK Hynix, and TSMC to ride the AI infrastructure boom.

These companies have strong competitive positions, attractive valuations, and are direct beneficiaries of the capex surge. While there are risks like supply chain issues or market volatility, the long-term growth prospects are compelling.

What This Means for Me

means-for-me
If you hold NVDA, SKHY, or TSM, this news reinforces your investment thesis. For those with exposure to GOOG or AMZN, the increased capex may pressure margins short-term but could boost long-term AI capabilities. Investors without positions in these stocks might consider adding them to capitalize on the AI infrastructure trend.

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What This Means for Me

If you hold NVDA, SKHY, or TSM, this news reinforces your investment thesis. For those with exposure to GOOG or AMZN, the increased capex may pressure margins short-term but could boost long-term AI capabilities. Investors without positions in these stocks might consider adding them to capitalize on the AI infrastructure trend.
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Stock to Watch

StocksImpactAnalysis
NVDA
Positive
Nvidia is the primary beneficiary of AI infrastructure spending, with strong growth in GPUs, networking, and inference chips.
GOOG
Neutral
Alphabet's increased capex signals demand for AI infrastructure, but its stock is more directly tied to its own AI initiatives.
GOOGL
Neutral
Same as GOOG, as it's the same company with different share classes.
AMZN
Neutral
Amazon's increased capex also drives demand for AI infrastructure, but its stock is more tied to its retail and cloud businesses.

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