Why Goldman Sachs Prefers Tech Giants Over Semiconductor Stocks for AI Exposure

Key Takeaways

• Jim Covello, Goldman Sachs equity research co-head, advocates for pivoting investments from semiconductor firms to cloud hyperscalers including Amazon, Microsoft, and Alphabet
• Cloud giant valuations have compressed as the market questions whether massive AI infrastructure investments will generate adequate returns
• The Philadelphia Semiconductor Index has surged approximately 150% over the past twelve months, elevating chip stock valuations
• Covello identifies two bullish scenarios for hyperscalers: demonstrating positive AI ROI or reducing expenditures to enhance free cash flow
• The primary downside risk involves hyperscalers maintaining elevated spending levels without delivering measurable returns

A Goldman Sachs analyst is challenging conventional wisdom about where investors should place their AI bets. Jim Covello believes the market has overlooked the real opportunity in artificial intelligence.

Rather than continuing to pile into semiconductor stocks, Covello suggests cloud hyperscalers represent superior value at current levels.

Covello, who serves as co-head of equity research at Goldman Sachs while also covering the semiconductor sector, presented his thesis in a client research note released Thursday.

The core of his argument revolves around relative valuations. Major cloud infrastructure providers such as Amazon, Microsoft, Alphabet, Meta, and Oracle have experienced valuation multiple compression in recent periods. The market has grown increasingly doubtful about whether these technology giants can generate satisfactory returns on their substantial AI capital expenditures.

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Meanwhile, semiconductor manufacturers have dominated as Wall Street’s preferred artificial intelligence investment. The Philadelphia Semiconductor Index has rocketed higher by roughly 150% during the past year.

This extraordinary rally has pushed chip manufacturer valuations well beyond their long-term historical averages. Cloud hyperscalers, conversely, continue trading at discounts to their typical valuation metrics.

Dual Pathways to Investment Success

Covello outlined two distinct scenarios in which favoring hyperscalers over chipmakers could generate outperformance.

The first scenario involves hyperscalers beginning to demonstrate tangible, positive returns from their AI investments. Such evidence would alleviate investor skepticism and likely drive their share prices significantly higher. Semiconductor stocks would have limited upside potential since the market has already priced in optimistic expectations.

The alternative scenario envisions hyperscalers scaling back capital spending programs if investment returns remain disappointing. While this might initially appear negative, Covello contends it could actually benefit their equity valuations by substantially improving free cash flow generation. Simultaneously, this spending reduction would negatively impact semiconductor companies that depend on robust hyperscaler demand.

The Primary Downside Scenario

Covello identified one significant risk that could undermine this investment thesis: a middle-path outcome where neither scenario materializes.

If cloud infrastructure providers continue allocating massive capital to AI without demonstrating compelling financial returns, their stocks could remain range-bound or decline further.

This same environment would sustain elevated chip demand, continuing to provide fundamental support for semiconductor equity valuations.

Covello’s research arrives as major technology companies face intense investor scrutiny regarding their data center and AI infrastructure capital allocation strategies.

Amazon, Microsoft, and Alphabet have each announced substantial capital expenditure programs extending through 2025 and subsequent years.

Meta has similarly accelerated its AI infrastructure investment, prompting questions about whether this spending will ultimately drive meaningful revenue growth.

Oracle has established itself as an important provider of AI-optimized cloud infrastructure and has reported robust customer demand for these capabilities.

The semiconductor industry has captured significant benefits from this infrastructure spending surge, with AI data center chip suppliers reporting healthy order backlogs.

Covello’s investment recommendation represents a contrarian position given recent market performance trends, though it’s grounded in current valuation differentials compared to historical norms.