Three AI leaders—Micron Technology, Alphabet, and Taiwan Semiconductor Manufacturing—stand out as market-beating bets that could outperform the S&P 500 for years due to their dominant roles in AI hardware and services, strong demand, and growing AI-related revenue.

The piece notes that it emphasizes bullish projections, recent performance, and AI-driven demand for Micron, Alphabet, and TSMC without delving into counterarguments or market risks.

All three are positioned as long-term champions: each already plays a leading role in AI and shows solid growth in sales and earnings, setting up potential market-beating returns relative to the broader market.

The Motley Fool highlights these three as the most compelling AI-centric bets, citing their dominant positions in AI infrastructure, memory chips, cloud AI services, and advanced manufacturing.

Key financial data show Micron FY2026 Q3 revenue around $41.5 billion with EPS of $24.67; Alphabet Q1 2026 Google Cloud revenue at $20 billion and EPS of $5.11; TSMC Q1 2026 revenue about $36 billion with ADR EPS of $3.49.

Micron credits AI-driven memory demand for rapid growth, with Q3 FY2026 revenue up 345% year over year to about $41.5 billion and non-GAAP EPS up more than 1,300% to $24.67, as management signals an annual data center revenue run rate near $100 billion amid AI infrastructure spending and pricing power.

Micron’s stock has surged, up over 1,500% in three years, buoyed by surging AI data-center memory demand and a supply-demand gap that supports robust pricing.

TSMC dominates AI chip manufacturing with roughly 73% market share in processors and about 90% in advanced AI chip processes; Q1 2026 revenue rose 41% year over year to $36 billion with ADR EPS of $3.49, underscoring the company’s foundational role in the AI supply chain.

Gemini reportedly reaches high adoption, with more than 900 million users, and Alphabet monetizes AI through Gemini integration, licensing, and infrastructure investments as it expands across Search, YouTube, and ads.

TSMC is positioned as the cornerstone of AI production, commanding a large share of the foundry and advanced process markets, with a bullish long-term outlook as the AI ecosystem expands.

Alphabet accelerates its AI push with Gemini, expanding across Google Workspace and other services; Google Cloud AI revenue rises 63% year over year to $20 billion in Q1 2026, with EPS up to $5.11 as capex nears $190 billion for AI infrastructure and strong free cash flow supports ongoing AI investments.

Each company possesses a deep moat and strong finances, reinforcing the view that Micron, Alphabet, and TSMC form a trio of durable AI-era beneficiaries driving critical infrastructure—from memory and cloud services to manufacturing capability.