As investors navigate the start of 2026, Wall Street's best-performing analysts are placing their bets on a familiar trio: Amazon, Microsoft, and Micron Technology. According to TipRanks, a platform that ranks analysts based on their track record, these three names stand out as top convictions for the year ahead.

Amazon: The AI Infrastructure Play

RBC Capital analyst Brad Erickson, ranked No. 195 among more than 10,100 analysts tracked by TipRanks, has named Amazon as one of his favorite ideas for 2026. His ratings have been successful 58% of the time, delivering an average return of 21.9%.

"Best in-class visibility on AI infrastructure ROIC with compelling product cycle/capacity acceleration cycle coming."

— Brad Erickson, RBC Capital Markets

Erickson's thesis centers on Amazon Web Services' dominant position in cloud computing and its aggressive expansion into AI infrastructure. As enterprises continue migrating workloads to the cloud and adding AI capabilities, AWS stands to capture a significant share of this spending.

Key Catalysts for Amazon in 2026

  • AWS AI infrastructure investments reaching scale
  • Advertising revenue growth acceleration
  • Improving retail margins as efficiency initiatives take hold
  • Potential for meaningful AI-driven productivity gains across operations

Microsoft: The Large-Cap Software King

Morgan Stanley analyst Keith Weiss, ranked No. 400 among tracked analysts with a 63% success rate and 12.1% average return, has designated Microsoft as his top pick in the large-cap software sector.

Following meetings with Microsoft executives across multiple business units, Weiss reiterated his buy rating with a $650 price target. The stock currently trades at approximately 23 times his calendar year 2027 GAAP EPS estimate of $20.65.

Microsoft's Competitive Advantages

  • Enterprise relationships: Deep integration with corporate IT infrastructure
  • AI monetization: Copilot features driving incremental revenue across product suite
  • Cloud growth: Azure continues gaining market share
  • Diversification: Multiple growth vectors from gaming to LinkedIn to cloud

Unlike some peers that are spending heavily on AI without clear monetization paths, Microsoft has demonstrated an ability to translate AI investments into customer-facing products that generate revenue.

Micron Technology: The Memory Chip Winner

Micron Technology impressed Wall Street with market-beating results for the first quarter of fiscal 2026, along with an upbeat outlook for the fiscal second quarter. The company's strength reflects robust demand for high-performance memory and storage products amid rapid AI data center expansion.

Why Analysts Are Bullish on Micron

The bull case for Micron centers on several factors:

  • HBM dominance: Micron's High-Bandwidth Memory has become essential for Nvidia's next-generation AI platforms
  • Volume growth: Both DRAM and NAND bit shipments expected to increase 20% in 2026
  • Valuation: After recent estimate revisions, the stock trades at less than 6x next-12-month earnings
  • Supply discipline: Industry-wide capacity constraints support pricing power

Despite concerns about semiconductor cyclicality, analysts point to structural demand from AI data centers as a differentiating factor in the current cycle. The memory chip market is no longer solely dependent on consumer electronics—enterprise AI spending provides a more durable demand base.

The Common Thread: AI Infrastructure

What unites these three picks is their positioning in the AI infrastructure value chain. Amazon provides the cloud compute and storage, Microsoft delivers the software layer and enterprise integration, and Micron supplies the critical memory components that enable AI processing.

This trio represents what analysts view as the "picks and shovels" of the AI revolution—companies that benefit regardless of which specific AI applications ultimately win in the marketplace.

Risks to Consider

Even top-rated analysts acknowledge risks to their bullish theses:

  • Valuation concerns: All three stocks carry premium multiples relative to historical averages
  • AI spending sustainability: Questions persist about when hyperscaler capex will normalize
  • Competition: Each company faces formidable rivals in their respective markets
  • Macro factors: Interest rate policy and economic growth could impact technology spending

The Bottom Line

When Wall Street's most successful analysts converge on a handful of names, it's worth paying attention. Amazon, Microsoft, and Micron represent three different ways to play the continued buildout of AI infrastructure—from cloud to software to semiconductors.

For investors seeking exposure to the AI megatrend while focusing on companies with proven business models and strong competitive moats, this trio offers a diversified approach to capturing the next phase of technology-driven growth.