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AI Infrastructure Boom: Top Stocks to Watch in 2026

AI infrastructure is a hot new market focus, with Nvidia, Broadcom, Applied Materials, Intel, and Oracle leading the way. Each stock offers unique opportunities and risks.

Sarah Chen · · · 2 min read · 2 views
AI Infrastructure Boom: Top Stocks to Watch in 2026
Mentioned in this article
AMAT $552.64 +11.19% AVGO $385.57 +3.62% INTC $116.96 +9.27% NVDA $204.87 +2.22% ORCL $184.10 -8.53%

The AI infrastructure sector is experiencing a surge in interest, with major companies like Nvidia, Broadcom, Applied Materials, Intel, and Oracle at the forefront. As investments pour into data centers, chips, power, and cloud services, investors are eyeing these stocks for growth.

Nvidia Remains the Top Pick

Nvidia continues to dominate the AI chip market, but its reach now extends beyond semiconductors. The company is part of a KKR-led group that launched Helix Digital Infrastructure with over $10 billion in commitments. Nvidia will advise on AI data-center design, while Vistra serves as the main power supplier. Despite its high valuation and a crowded trade, Nvidia's shares trade near $204.86, with a market cap just under $5 trillion. A Bank of America survey shows 40% of fund managers consider AI stocks a bubble, but many still see Nvidia as a core holding.

Broadcom's Custom Chip Push

Broadcom is gaining traction with its custom-chip and networking businesses. Alongside Apollo and Blackstone, Broadcom launched the AI XPV Platform, targeting over 20 gigawatts of compute capacity by 2028. The group committed $35 billion initially to help Anthropic expand its compute power. Broadcom's CEO Hock Tan emphasized that AI demand is reshaping the global economy. This move is part of Broadcom's strategy to reduce tech clients' reliance on Nvidia.

Applied Materials: Equipment Sector Leader

Applied Materials is the top pick in the semiconductor equipment sector, following analyst upgrades. Barclays raised its price target to $590, while Cantor Fitzgerald increased its target to $650, citing a strong wafer-fab-equipment capex cycle. The company recently opened a $500 million campus in Singapore, boosting manufacturing and R&D. Shares trade around $553.51, with potential for further gains.

Intel: A Turnaround Play

Intel received a rare upgrade from Bank of America, moving from Underperform to Buy, with a price target of $135. The upgrade is based on better demand for server CPUs driven by agentic AI workloads and a clearer outlook for Intel Foundry. However, reports of Intel potentially landing a Google TPU order remain unconfirmed, making this more of a turnaround story than a momentum play. Shares recently traded at $117.40.

Oracle: High Risk, High Reward

Oracle reported record fiscal Q4 revenue of $19.2 billion, with cloud sales up 93% to $9.9 billion. However, the stock dropped after investors weighed $70 billion in expected net capex and $40 billion in planned debt and equity raising. Despite funding risks, analysts remain bullish, with Guggenheim maintaining a Buy and $400 target. Oracle's AI cloud backlog, including deals with OpenAI and Meta, keeps the story alive.

Market Context and Risks

Morgan Stanley projects $3 trillion in big tech spending on global data centers from 2025 to 2028, with $800 billion in hyperscaler capex just in 2026. However, much of this capacity is still on paper, and debt financing is increasing. Investors must carefully size their bets and consider entry prices, as AI spending could pressure balance sheets instead of driving growth.

This article is for informational purposes only and does not constitute financial advice or a recommendation to buy or sell any security. Market data may be delayed. Always conduct your own research and consult a licensed financial advisor before making investment decisions.

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