5 Hot Stocks to Buy Now: May's Top Picks With Upside Ahead

Key Concepts

• Data Center Infrastructure: The physical and technological backbone (GPUs, CPUs, cabling, cooling) supporting the AI boom.
• Throughput: The efficiency of processing customer orders or data packets; a critical metric for both retail (Starbucks) and tech (data centers).
• Advanced Packaging: Specialized semiconductor manufacturing techniques that combine multiple components into a single process, essential for high-performance AI chips.
• Inference: The application phase of AI where models perform tasks; a growing driver for CPU demand.
• Photonics: The use of light (lasers) for data transmission, offering higher speed and lower heat/power consumption than traditional copper/fiber methods.
• "The Nickel Effect": A management strategy named after CEO Brian Niccol, focusing on operational efficiency, menu rationalization, and technology-driven throughput.
• Hyperscalers: Large-scale cloud providers that require massive, rack-scale GPU solutions.

1. Market Overview: The Broad Rally

Thomas Hughes notes that the market has shifted from fears of AI disruption to a focus on fundamental spending. The rally is no longer confined to "big tech" but has expanded into "nuts and bolts" plays—the supporting technologies required to build and maintain data centers. Hughes argues that the "small cap trade" is not over but is entering a new, multi-year phase of growth.

2. Top Five Stock Picks for May

I. Starbucks (SBUX)

• The Thesis: Driven by the "Nickel Effect." CEO Brian Niccol is applying the same operational turnaround strategies used at Chipotle to Starbucks.
• Key Details: Focus on menu rationalization, increased staffing for throughput, and algorithmic timing for orders (online, walk-in, drive-through).
• Technical Outlook: A "V-bottom" recovery following an irrational sell-off. The stock has broken above critical resistance, signaling a long-term bullish trend.

II. Amkor Technology (AMKR)

• The Thesis: A critical player in the GPU supply chain, specifically for Nvidia, providing advanced packaging services.
• Key Details: Despite being a "humdrum" business services company, it is essential to the AI buildout. Recent price corrections have brought the stock back to analyst consensus levels, creating a favorable entry point.
• Outlook: Revenue and earnings are expected to swell as GPU demand continues to outpace supply.

III. Credo Technologies (CRDO)

• The Thesis: Specializes in "Active Electric Cables" (AECs)—copper cables with embedded semiconductors that amplify signals.
• Key Details: AECs are a cost-effective alternative to fiber optics for internal data center connections.
• Catalyst: Favorable resolution of intellectual property (IP) patent disputes has removed uncertainty, cementing Credo as a primary OEM.
• Performance: Up ~90% in the last month; analysts see further upside toward the $260 range.

IV. Aluma (Emerging Tech)

• The Thesis: A small-cap company focused on photonics and quantum dot lasers.
• Key Details: Their technology allows for faster data transmission with significantly lower heat and power consumption—a major bottleneck for modern data centers.
• Catalyst: Transitioning from a development firm to commercial-scale production, bolstered by government contracts (e.g., NASA).
• Strategy: Viewed as a long-term play for the "retrofit/upgrade cycle" of data centers.

V. Advanced Micro Devices (AMD)

• The Thesis: The strongest competitor to Nvidia, poised to capture massive demand that Nvidia cannot fulfill alone.
• Key Details: The upcoming MI450 line provides the "rack-scale" solutions required by hyperscalers.
• Double Tailwind: Benefiting from both GPU demand and increased CPU demand driven by AI "inference" applications.
• Valuation: Hughes suggests a potential 500% gain over the next two years if AMD achieves a valuation parity closer to Nvidia’s.

3. Methodologies and Frameworks

• The "Nuts and Bolts" Strategy: Hughes emphasizes investing in the companies that provide the essential infrastructure (cables, packaging, cooling) rather than just the headline-grabbing AI software companies.
• Technical Analysis: Hughes utilizes "V-bottom" patterns, "three white soldier" patterns, and "bull flag" consolidation to identify entry points after market corrections.
• Operational Efficiency: The framework for evaluating non-tech stocks (like Starbucks) relies on throughput metrics—how quickly a company can process demand to maximize profitability.

4. Notable Quotes

• "The demand for GPUs is now spilling over into all the nuts and bolts plays... all the supporting technologies that you need to build data centers is all part of the rally." — Thomas Hughes
• "If we can't keep [data centers] cool they break down, and the cooling process is a really expensive part of the construction." — Thomas Hughes on the importance of photonics.
• "Nvidia has the first mover advantage... but AMD is about to launch the MI450 line, which will put it on par with Nvidia and really unleash some wicked hot demand." — Thomas Hughes

5. Synthesis and Conclusion

The primary takeaway for May is that the AI investment story is only at the halfway point. While the initial "GPU craze" is well-documented, the next phase of growth lies in the infrastructure buildout—cabling, advanced packaging, and cooling solutions. Investors are advised to prioritize companies with proven demand and sales today, while keeping an eye on the "retrofit" cycle for emerging technologies like photonics. The market remains in a state of "wicked hot accumulation," and despite recent volatility, the fundamental trends supporting data center expansion remain robust.