The global artificial intelligence market is estimated to grow from $390.9 billion in 2025 to $3.5 trillion by 2033, indicating that AI adoption is still in its early stages. Following strong gains in 2024 and 2025, the U.S. stock market has continued to show robust growth at the start of 2026, a performance largely driven by the outstanding performance of AI‑related stocks. Companies across industries are increasingly investing in AI infrastructure and software and are moving toward full‑scale deployment of production‑grade technologies. Against this backdrop, some AI‑focused companies remain significantly attractive in terms of market valuation relative to their long‑term growth potential and are poised to become front‑runners in the next bull market.
Take Micron Technology (MU) as an example. The company entered 2026 with strong financial and operational performance, propelled by robust demand for AI memory solutions. In the first quarter of fiscal 2026 ended November 27, 2025, its revenue increased by 56% year‑over‑year to $13.6 billion. Demand for its DRAM, NAND, and high‑bandwidth memory products continues to outstrip supply, strengthening the company’s pricing power and profit margins. Management has indicated that high‑bandwidth memory capacity for 2026 is fully allocated, with volume and pricing locked in with customers. This contractual certainty provides Micron with solid revenue visibility. Unlike previous memory cycles largely driven by short‑term inventory fluctuations, the current cycle is structurally driven by multi‑year AI infrastructure build‑out.
Goldman Sachs estimates that hyperscale AI companies will invest nearly $527 billion in AI‑related capital expenditures in 2026. Each new generation of AI chips requires higher‑performance memory to support AI workloads, including high‑bandwidth memory and high‑capacity solid‑state drives. Micron has also demonstrated strong execution discipline, with free‑cash‑flow margins approaching 30% in the first quarter while reducing debt by $2.7 billion. Combined with its market leadership, the stock’s current price‑to‑earnings ratio of about 8.6x appears relatively reasonable.
Qualcomm (QCOM) has transformed into a diversified AI semiconductor company by the start of 2026, no longer solely focused on mobile phones. In fiscal 2025 ended September 28, 2025, the company generated $44 billion in non‑GAAP revenue and $12.8 billion in free cash flow, while maintaining solid operating margins. Its financial flexibility is ample to support investments and expansion in multiple AI‑related markets. Qualcomm is well positioned for the ongoing AI PC upgrade cycle, with plans to bring around 150 AI PC models powered by Snapdragon platforms to market by 2026. In the automotive sector, the company expects quarterly revenue to exceed $1 billion in the fourth quarter, demonstrating considerable growth potential. Additionally, Qualcomm has expanded its AI data center business, planning to deploy 200 megawatts of data center capacity within the year. Trading at a price‑to‑earnings ratio of about 12.8x, Qualcomm could be a reasonably valued AI play in 2026.
