AI Data Center Stocks Retail Investors Are Watching After TSMC Earnings Optimism

Simply Wall St · 2d ago

AI compute has moved from buzzword to budget line, and Citi’s fresh optimism on TSMC earnings puts that shift into sharp focus. When a key chip manufacturer trades at record highs after a 61% year to date climb, investors start worrying more about missing the next leg than catching a falling knife. This article unpacks that tension and highlights three stocks tied to this AI data center story that may be worth closer examination.

The stocks below are just a small sample of this AI data center infrastructure theme, and the full screen surfaced 61 more companies with equally detailed narratives that are not covered here. To identify your own highest conviction angles on this trend, head straight into the AI Data Center Infrastructure Providers screener to filter and analyze the broader opportunity set.

Ciena (CIEN)

Ciena plugs straight into the AI data center theme, supplying the high-capacity optical and routing gear that actually moves training and inference traffic between and within massive server farms.

Ciena is a network technology specialist for large operators, with most revenue coming from its Networking Platforms arm, which generated about US$4.8b, followed by Global Services at roughly US$714m, Platform Software and Services at US$379m, and Blue Planet Automation at about US$101m. The business carries a market value near US$55.3b.

"Major cloud providers and a new wave of neo-scalers are aggressively investing in high-capacity, low-latency optical networking infrastructure to support AI workloads, driving multiyear, global network buildouts that should significantly expand Ciena's addressable market and underpin sustained, above-trend revenue growth."

What happens to Ciena’s earnings power if one unseen pressure on future pricing and margins unfolds differently from current expectations?

If that pricing pressure is what you worry about most, read the full narrative for Ciena to see how Ciena’s AI story could still accelerate.

NYSE:CIEN Earnings & Revenue History as at Oct 2026
NYSE:CIEN Earnings & Revenue History as at Oct 2026

Coherent (COHR)

Coherent is one of the purest ways to play the optics inside AI data centers, supplying the lasers and high speed links that let GPUs actually talk to each other at scale.

Coherent Corp. is a photonics heavyweight for AI data centers and high speed communications. The Datacenter and Communications unit generates about US$5.3b and the Industrial arm about US$1.9b, giving the business a roughly US$65.3b market cap.

"The ongoing expansion of AI datacenter infrastructure and high-performance computing is propelling structural growth in demand for advanced optical transceivers (800G, 1.6T, and beyond), optical circuit switches, and related photonics components, which is fueling robust sequential order growth and sustained revenue momentum in Coherent's datacom and communications business."

The real swing factor is what happens to Coherent’s pricing power if one quiet shift in customer buying behavior gathers pace.

If that shift is on your radar already, read the full narrative for Coherent to see how Coherent could leverage it as AI buildouts accelerate.

NYSE:COHR Earnings & Revenue History as at Oct 2026
NYSE:COHR Earnings & Revenue History as at Oct 2026

Applied Optoelectronics (AAOI)

Applied Optoelectronics sits right in the AI data center wiring closet, building the fiber links that let GPUs share data at high speed. Any sign it is moving up the supplier pecking order matters for how this theme plays out.

"The recent first volume 1.6T order and the new US$53M 800G order suggest AAOI is moving from an emerging supplier to a strategic qualified vendor."

What happens to Applied Optoelectronics if one quiet shift in hyperscaler ordering patterns reshapes its pricing power and margin path?

Applied Optoelectronics designs and manufactures fiber-optic networking products for high speed data links, generating about US$596 million from optical networking equipment and carrying a market value near US$10.3b.

If that shift in hyperscaler behavior is what you are trying to size, the full narrative for Applied Optoelectronics explains how Applied Optoelectronics could potentially translate it into accelerating leverage.

NasdaqGM:AAOI Earnings & Revenue History as at Oct 2026
NasdaqGM:AAOI Earnings & Revenue History as at Oct 2026

Seeking Fresh Alternatives Before They Fly

Markets move fast, and the cleanest breakout stories rarely stay under the radar for long. Scan these fresh stock ideas before the crowd catches on and consider your options.

This article by Simply Wall St is general in nature. We provide commentary based on historical data and analyst forecasts only using an unbiased methodology and our articles are not intended to be financial advice. It does not constitute a recommendation to buy or sell any stock, and does not take account of your objectives, or your financial situation. We aim to bring you long-term focused analysis driven by fundamental data. Note that our analysis may not factor in the latest price-sensitive company announcements or qualitative material. Simply Wall St has no position in any stocks mentioned.