3 AI Chip Stocks to Watch as Higher Yields Test Semiconductor Valuations

Simply Wall St · 2d ago

Markets rarely throw such a mixed signal as October just did. Inflation surprised on the hot side, the 10 year yield pushed near 4.99%, yet AI chipmakers like TSMC grabbed headlines with strong AI related revenue momentum. That cocktail can punish stretched valuations while creating fresh entry points for patient buyers. This article walks through three semiconductor stocks exposed to these cross currents and what that might mean for your watchlist.

The three chipmakers in focus below are only a starter set, and the full screen surfaced roughly 70 more listed semiconductor and AI hardware companies with equally detailed stories that are not covered here. To go straight to the broader universe and identify which global foundries, memory specialists, and AI accelerator suppliers best fit your own thesis, analyze the Global semiconductor and AI chipmakers screener.

Macronix International (TWSE:2337)

Macronix International designs and manufactures memory and integrated circuits that feed into servers, storage gear, and AI related systems, which fits cleanly with the semiconductor and AI chipmakers theme. The business generated about NT$61.6b from memory products and wafer fabrication and carries a roughly NT$162.5b market cap.

Macronix International provides direct exposure to NOR and NAND flash used in servers and AI oriented hardware, backed by a single memory and foundry segment generating tens of billions of Taiwan dollars in sales. In a world where one shift in AI data center demand can quickly change pricing power, that focus could be important.

In a market where memory pricing can swing quickly, review the DCF valuation analysis for Macronix International to see how Macronix International compares, assuming AI demand continues at a strong pace.

2337 Discounted Cash Flow as at Nov 2026
2337 Discounted Cash Flow as at Nov 2026

Winbond Electronics (TWSE:2344)

Winbond Electronics develops memory and logic chips that feed directly into AI hardware and data-center gear, which explains its place in the Global semiconductor and AI chipmakers universe. The group generated about NT$106.4b from customized memory solutions, NT$68.7b from flash, NT$30.2b from logic products, and carries roughly NT$637.3b in market value.

For investors tracking AI infrastructure rather than headline GPU brands, Winbond Electronics offers exposure to DRAM and specialty flash that sit inside servers, edge devices, and connected cars. A recent earnings rebound and relatively low P/E suggest that much of the market focus remains on how a key pressure point in memory pricing and funding costs resolves.

If that pressure point matters to you, review the 4 key rewards and 2 important warning signs to see how current sentiment might be masking where Winbond Electronics goes next.

TWSE:2344 P/E Ratio as at Nov 2026
TWSE:2344 P/E Ratio as at Nov 2026

eMemory Technology (TPEX:3529)

eMemory Technology plugs directly into the Global semiconductor and AI chipmakers theme through its embedded non volatile memory and security IP that help power AI capable chips and microcontrollers. The firm generated about NT$4.4b from memory chips and carries a market value near NT$165.4b.

The bullish analyst Narrative on Simply Wall St presents eMemory Technology as a way to gain exposure to royalty rich embedded memory and security IP that can scale with AI centric chips without taking on full foundry capital risk.

"Progress on 1T NeoFlash with several foundries and fabless customers, where the technology can support embedded and stand alone NOR and 2D NAND architectures on standard logic processes without extra masks, opens up a path for eMemory Technology to participate in portions of the standalone flash market and potentially extend royalty revenue beyond traditional embedded use cases."

What happens to that royalty story if a single pressure point in the memory and security mix quietly shifts margins away from what the market expects?

If that margin shift is what you care about, read the full narrative for eMemory Technology to see how eMemory Technology’s royalty engine could keep accelerating beyond plain memory IP.

TPEX:3529 Earnings & Revenue History as at Nov 2026
TPEX:3529 Earnings & Revenue History as at Nov 2026

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