Beyond Nvidia: Why TSMC, Broadcom, and Micron Could Be the Next Big AI Winners

TLDR

• TSMC expects nearly 30% revenue growth in 2026, fueled by demand for AI chip manufacturing
• Broadcom projects over $100 billion in AI chip sales by 2027, aided by custom silicon and networking demand
• Micron beat Wall Street revenue estimates, driven by surging demand for high-bandwidth memory
• All three stocks carry strong analyst buy ratings with no sell recommendations currently on record
• Heavy capital spending at Micron caused some investor concern despite strong earnings results

Taiwan Semiconductor Manufacturing, Broadcom, and Micron are three stocks getting attention as the AI infrastructure buildout continues. Each one fills a different role in the supply chain that powers AI systems.

Nvidia gets most of the headlines, but these three companies supply the parts and services that make AI chips work at scale.

TSMC: The Manufacturing Backbone

TSMC makes chips for many of the world’s top chip designers, including Nvidia and AMD. The company said in January it expects 2026 revenue to grow by close to 30% in US dollar terms, driven by demand for AI accelerators.

Taiwan Semiconductor Manufacturing Company Limited, TSM

Because TSMC works with multiple chip designers, it does not need to pick a winner. It benefits from AI spending across the board.

Broadcom recently flagged TSMC’s production capacity as a bottleneck through 2026, pointing to tight supply in advanced chip manufacturing.

Wall Street analysts are largely positive. Out of 15 analysts tracked by MarketBeat, 13 have bullish ratings — including 10 buys and 3 strong buys — with 2 holds and zero sell ratings.

Broadcom: Custom Chips and AI Networking

Broadcom is building a strong position in AI through two areas: custom chip design for cloud companies and networking hardware that links AI clusters together.

Broadcom Inc., AVGO

Reuters reported this month that Broadcom expects more than $100 billion in AI chip sales by 2027. The growth is being driven by hyperscalers — large cloud companies — that are designing their own AI processors instead of buying off-the-shelf GPUs.

Broadcom also supplies the switching and connectivity hardware needed to run large AI data centers, giving it exposure beyond just chip demand.

Analyst sentiment is strong. MarketBeat shows 33 ratings, with 29 buys and 1 strong buy, against 3 holds and no sells. The consensus is “Moderate Buy.”

Micron: The Memory Supplier

Micron produces high-bandwidth memory, a component now considered essential for AI servers and accelerators.

Micron Technology, Inc., MU

Reuters reported last week that Micron delivered a strong quarter and forecast revenue well above Wall Street expectations, with AI memory demand as the key driver.

Micron is one of only three major suppliers of high-bandwidth memory globally, which limits competition and supports pricing.

However, the company’s increased capital spending plans worried some investors even after the strong earnings beat.

Analyst ratings remain bullish. MarketBeat shows 38 total ratings — 29 buys and 5 strong buys — with 4 holds and no sells on record.

Micron’s revenue guidance above Wall Street estimates was the most recent earnings catalyst for the stock heading into the current quarter.

Final Thoughts

TSMC, Broadcom, and Micron each occupy a different corner of the AI supply chain, but they share one thing in common right now: strong analyst backing and zero sell ratings across the board. Whether that holds as capital spending ramps up and competition shifts remains to be seen, but for now the numbers tell a consistent story.

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