Wall Street analysts are pushing back against recent pessimism in semiconductor stocks, arguing that the pullback has created a genuine buying opportunity for investors betting on artificial intelligence infrastructure. Despite a sharp decline in chip stocks over the past week, major investment firms say the long-term outlook for AI-driven semiconductor demand remains intact, with supply constraints expected to persist well beyond 2028.

Why Are Chip Stocks Falling If AI Demand Is Still Strong?

The semiconductor sector experienced significant volatility recently, with the VanEck Semiconductor ETF (SMH), which tracks U.S.-listed semiconductor companies, falling nearly 9% in a single week, marking its worst performance since March 2025. This decline reflects broader market uncertainty and profit-taking among investors who had accumulated large positions in technology stocks. However, Wall Street's major research teams argue this pullback is a temporary market reaction rather than a fundamental shift in the AI infrastructure story.

Hedge funds have been particularly aggressive in reducing their exposure to technology stocks. According to Goldman Sachs' Prime Services desk, hedge funds pulled back from U.S. tech stocks at a record pace over the past two months, acting as net sellers in six of the previous eight weeks. Technology hardware and semiconductors led the selling, as investors cut long positions and added short bets to hedge their risk.

What Are Wall Street's Top Picks for AI Infrastructure?

Despite the recent turbulence, several major investment banks have identified specific opportunities within the semiconductor space. Morgan Stanley named Nvidia and Broadcom as its top picks for AI compute investments, while also flagging memory stocks as particularly attractive following their recent pullback.

"Memory stocks have become increasingly attractive following the recent pullback, calling them a 'compelling entry point,'" stated Joseph Moore, analyst at Morgan Stanley.

Joseph Moore, Analyst at Morgan Stanley

The reasoning behind these recommendations centers on the structural demand drivers that analysts believe will support semiconductor spending for years to come. Multiple Wall Street firms outlined the key factors supporting their bullish long-term outlook:

• AI Capital Expenditures: Companies continue to invest heavily in AI infrastructure, with no signs of pullback in spending plans despite near-term market volatility.
• Gigawatt-Scale Power Deployments: Data centers are expanding their power infrastructure at unprecedented scales, requiring sustained semiconductor supply to support these buildouts.
• Persistent Supply Gaps: Additional semiconductor production capacity is unlikely to materially alter the industry's supply-demand balance before 2028, according to JPMorgan analysis.

"There is still a lot of gas left in the tank," noted Vijay Rakesh, analyst at Mizuho.

Vijay Rakesh, Analyst at Mizuho

JPMorgan echoed this perspective, arguing that semiconductor stocks "should soon start to find a bid" because the supply situation will remain tight through the end of the decade. Analyst Mislav Matejka added that it is still too early to price in an industry inflection point, with fundamentals likely to remain constructive despite recent volatility.

How to Think About Semiconductor Valuations Right Now

• Entry Point Timing: Investors looking to build positions in semiconductor stocks may find current prices more attractive than levels seen earlier in 2026, particularly in memory-focused companies that have experienced sharper declines.
• Long-Term Horizon Required: Wall Street analysts emphasize that investors should have a multi-year outlook, as the supply-demand dynamics supporting semiconductor prices are expected to persist through 2028 and potentially beyond.
• Sector Rotation Opportunity: The recent selling may represent a rotation out of technology stocks rather than a fundamental loss of confidence in AI infrastructure, creating opportunities for patient investors.

The broader context for this market moment involves significant uncertainty about the pace of AI adoption and the sustainability of current spending levels. However, Wall Street's consensus suggests that even if growth moderates from current expectations, the structural demand for semiconductors will remain robust. The VanEck Semiconductor ETF is up 25% over the past 12 months, and the iShares U.S. Technology ETF is up 35%, indicating that despite recent weakness, semiconductor and technology stocks have delivered substantial returns over a longer time horizon.

For investors considering exposure to the semiconductor sector, the key takeaway from Wall Street's recent analysis is that current prices may offer better risk-reward dynamics than levels seen earlier in the year. The combination of persistent supply constraints, ongoing AI infrastructure investment, and expanding power deployments suggests that the semiconductor industry's growth story remains intact, even if near-term market sentiment has turned cautious.