SKN | Barclays Sees Amazon Outperformance Driven by AI, AWS Scale, and Hidden Growth Engines

Key Points

• Barclays expects Amazon to outperform mega-cap peers.
  
• AWS AI revenue hits $15B run rate with strong growth momentum.
  
• Custom chips and infrastructure investments add long-term upside.”

Barclays remains firmly bullish on Amazon, arguing that the company is well positioned to continue outperforming other mega-cap technology stocks.

The firm’s conviction is rooted in new disclosures that strengthen the investment case, particularly around Amazon Web Services (AWS) and its expanding role in artificial intelligence.

AWS and AI Driving the Narrative

At the center of the bullish thesis is AWS, Amazon’s cloud computing division, which continues to benefit from surging demand for AI infrastructure.

Amazon reported that AWS AI revenue has reached a $15 billion annualized run rate, with growth accelerating. This reinforces Barclays’ view that AI is becoming a major driver of long-term revenue expansion.

Cloud and AI are increasingly intertwined, with AWS positioned as a critical provider of compute power for large-scale AI workloads.

Hidden Value in Amazon’s Chip Business

Barclays also highlighted the growing importance of Amazon’s custom chip division, including Trainium and Graviton processors.

The unit is currently generating around $20 billion in annual revenue, with Barclays estimating it could be valued at approximately $50 billion as a standalone business. This suggests a significant layer of value that may not be fully reflected in the stock.

Massive Infrastructure Buildout

Amazon’s continued investment in infrastructure further strengthens the outlook.

The company plans to deploy more than one million GPUs from NVIDIA across 2026 and 2027. Barclays estimates this capacity could support up to $100 billion in annual AWS revenue once fully utilized.

This scale reinforces Amazon’s leadership in cloud and AI infrastructure.

Retail Strength Adds Another Layer

Beyond technology, Amazon’s retail segment continues to show strength, particularly in grocery.

The company’s U.S. grocery business has surpassed $150 billion in gross sales, making it one of the largest players in the market. Increased customer engagement—especially in everyday essentials—supports higher purchase frequency and deeper ecosystem integration.

Market Interpretation

Barclays’s analysis suggests that Amazon’s competitive advantages extend across multiple segments, including cloud, AI, chips, and retail.

Investors may view this diversified strength as a key reason the company could continue to outperform peers, particularly as AI adoption accelerates globally.

Outlook

Looking ahead, Amazon’s trajectory will depend on its ability to scale AI-driven revenue, monetize infrastructure investments, and maintain engagement across its retail ecosystem.

Barclays’s outlook indicates that the company’s multi-layered growth drivers provide a durable foundation for continued outperformance in the years ahead.

For confidential inquiries, partnership opportunities, or deeper insights into AI, cloud infrastructure, and mega-cap tech strategies, we invite you to connect directly with the SKN team for professional engagement.