Key Takeaways
- Jim Covello from Goldman Sachs advises moving capital from semiconductor companies to cloud computing giants including Amazon, Microsoft, and Alphabet
- Cloud provider valuations have compressed amid market skepticism regarding artificial intelligence spending returns
- Semiconductor stocks have surged almost 150% over twelve months, reaching elevated valuation levels
- Covello identifies dual pathways for hyperscaler investment success: demonstrating AI profitability or reducing expenditures to boost cash generation
- The primary downside scenario involves continued heavy spending by cloud providers without tangible financial results
Jim Covello, a leading analyst at Goldman Sachs, believes Wall Street has been targeting the wrong segment of the artificial intelligence investment opportunity. His research points to hyperscalers as the superior choice over semiconductor manufacturers at current price levels.
Covello holds the position of co-head of equity research at Goldman Sachs while maintaining coverage of the semiconductor industry. He shared his investment thesis with clients through a research note released Thursday.
The core of his perspective revolves around relative pricing. Major cloud infrastructure providers such as Amazon, Microsoft, Alphabet, Meta, and Oracle have experienced valuation multiple contraction. Market participants have expressed doubt about whether these enterprises will generate adequate returns from their substantial artificial intelligence capital allocations.
Semiconductor manufacturers have emerged as the preferred artificial intelligence investment for most market participants. The Philadelphia Semiconductor Index has climbed approximately 150% during the trailing twelve-month period.
This substantial appreciation has elevated chip manufacturer valuations beyond their long-term historical norms. Cloud computing companies, conversely, continue trading at discounts to their typical valuation ranges.
Dual Pathways to Investment Returns
Covello outlined two distinct scenarios supporting his preference for hyperscalers over chip companies.
The first pathway involves cloud providers beginning to demonstrate positive economic returns from their AI investments. Such outcomes would alleviate market anxiety and drive their valuations higher. Semiconductor stocks would face limited upside potential given their already elevated prices reflecting optimistic expectations.
The alternative scenario sees hyperscalers reducing capital expenditures following disappointing returns. While this might initially appear negative, Covello contends it could benefit their stock prices through enhanced free cash flow generation. This development would simultaneously pressure semiconductor companies dependent on that infrastructure spending.
The Downside Scenario for This Strategy
The principal risk Covello identified involves an intermediate outcome. Should hyperscalers maintain elevated spending levels while failing to demonstrate clear economic benefits, their equity prices could remain depressed.
This same environment would sustain robust chip demand, providing ongoing support for semiconductor company valuations.
Covello’s analysis arrives as major technology companies face intense investor scrutiny regarding their data center and artificial intelligence infrastructure budgets.
Amazon, Microsoft, and Alphabet have each announced significant capital expenditure programs extending through 2025 and subsequent years.
Meta has similarly increased its artificial intelligence spending, prompting questions about eventual revenue conversion from these investments.
Oracle has established itself as a significant participant in AI cloud infrastructure, experiencing robust customer demand for its platform offerings.
The semiconductor industry has prospered from this spending cycle, with chip suppliers serving AI data centers reporting strong order backlogs.
Covello’s recommendation runs counter to recent market trends, though it stems from current valuation positioning relative to historical benchmarks.

