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These 6 stocks will lead the $1 trillion chip surge in 2026, BofA says

Bank of America analyst Vivek Arya argues that the artificial intelligence boom is not cooling down, it is getting bigger.

While AI skeptics point to eye-popping valuations as a reason to vote, Arya said the industry is only at the “midpoint” of a decade-long transformation and is dominated by Nvidia (NVDA) and Broadcom (AVGO).

In its report titled “The Year Ahead 2026: Choppy, Still Cheerful,” Arya predicts a 30% year-over-year increase in global semiconductor sales, eventually pushing the industry past the historic $1 trillion annual sales milestone in 2026.

Arya highlighted the strong belief in companies with “moats measured by their margin structures.” In addition to Nvidia and Broadcom, he highlighted four other large-cap semiconductor companies—Lam Research (LRCX), KLA (KLAC), Analog Devices (ADI), and Cadence Design Systems (CDNS)—as his top picks for 2026.

“I often say that investing in semi-finished products is very simple,” Arya told reporters on December 19. “You don’t need any sales analysts to do this. Just take all your companies, rank them by gross margins, and buy the top five and you won’t be that wrong.”

Nvidia CEO Jensen Huang describes how AI infrastructure and AI factories producing intelligence at scale are powering a new industrial revolution at the Washington Convention Center in Washington, D.C., on October 28, 2025 (AP Photo/Manuel Balce Ceneta) · RELATED PRESS

BofA predicts that the total addressable market for AI data center systems will grow to over $1.2 trillion by 2030; This represents a compound annual growth rate of 38%. AI accelerators alone represent a $900 billion opportunity.

Despite these staggering numbers, the market remains cautious as AI data centers are expensive. A typical 1-gigawatt facility requires more than $60 billion in capital expenditures, according to Bank of America, with about half of that going directly to hardware.

This raises the question: Will there be a return on investment?

Read more: How do you protect your portfolio from the AI ​​bubble?

Arya remained optimistic and argued that current spending was both “offensive and defensive.” In other words, Big Tech has no choice but to invest to protect their current empires.

Arya said Nvidia, the world’s largest company by market value, is now operating in “a different galaxy.”

While Nvidia’s shares are up more than 40% year to date, Arya warned against comparing the AI ​​leader to traditional chip makers. While the average chip costs $2.40, an Nvidia graphics processing unit (GPU) sells for around $30,000.

While some fear Nvidia’s market cap has hit a ceiling, BofA noted a valuation that is “still incredibly cheap” when adjusted for free cash flow and growth, which is estimated to reach half a trillion dollars over the next three years.

Nvidia, trading at roughly 0.6 times its price-to-earnings growth (PEG) ratio, looks like a bargain compared to the broader S&P 500 (^GSPC), which is trading at closer to 2 times.

“Valuation is in the eye of the beholder,” Arya told reporters.

If Nvidia is the brain of AI, Broadcom is the nervous system.

Broadcom, whose shares have increased by more than 50% to date, has gone from being a component supplier to a mainstay of artificial intelligence infrastructure with a market value of $ 1.6 trillion. This shift is being driven by proprietary application-specific integrated circuits (ASICs) for hyperscalers like Google (GOOGL, GOOG) and Meta (META). These giants are turning to Broadcom as they try to reduce their dependence on Nvidia.

Others on Wall Street share the same sentiment. Goldman Sachs analyst James Schneider viewed Broadcom as a critical arms dealer in the AI ​​boom in a research note. With a $450 price target, Schneider highlighted the company’s unique ability to dominate custom silicon, citing further “upside” from expanding relationships with AI players like Anthropic (ANTH.PVT) and OpenAI (OPAI.PVT).

Despite the optimism, Arya acknowledged that the path to $1 trillion will be “choppy” and that no stock is “risk-free.” However, the top six in 2026 were specifically selected due to their dominant market shares, which generally range between 70% and 75%.

“When you look at leaders in any field of technology, the leader usually has this type of market share,” Arya concluded. “Actually, this is normal.”

StockStory aims to help individual investors beat the market.
StockStory aims to help individual investors beat the market.

Francisco Velasquez He is a Reporter at Yahoo Finance. follow him LinkedIn, XAnd instagram. Story clues? Email him at francisco.velasquez@yahooinc.com.

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