3 AI Chip Stocks to Consider for Long-Term Prosperity

Building lasting wealth often hinges on investing in exceptional companies over long periods. With the rise of artificial intelligence (AI), the semiconductor sector is poised to produce a new class of wealth-generating corporations. Despite the cyclical nature of chip demand, the industry has consistently delivered remarkable growth. According to the Semiconductor Industry Association, global chip sales skyrocketed from $126 billion in 1998 to an expected $1.6 trillion by 2026.

Here, we highlight three leading firms—Nvidia, Broadcom, and Cerebras Systems—each playing a pivotal role in the advancement of the AI landscape. Let's delve into why these companies might be worth considering for your investment portfolio.

Nvidia: The GPU Pioneer

When it comes to AI computing, Nvidia stands out as a trailblazer. Renowned for creating the graphics processing unit (GPU), the company has seen its stock value increase nearly 19% within the past year. Most notably, Nvidia's revenue more than doubled in the second quarter of its fiscal year 2026, solidifying its strong financial performance.

The success of Nvidia's chips can be attributed to its robust partnerships with top players in cloud computing, manufacturing, and various enterprises. At a recent Goldman Sachs conference, CEO Jensen Huang emphasized that Nvidia's hardware supports every significant AI model, including Meta Platforms' innovative Muse application, which is powered by its advanced computing systems.

Moreover, Nvidia's chips have proven their worth over time. Huang noted that even a decade-old chip, the Volta, remains in demand for rental, showcasing their durability and high resale value. With an impressive profit margin of 64%, it reflects Nvidia's competitive advantages in the market.

Currently trading at approximately 14 times next year’s expected earnings, Nvidia represents a potentially attractive investment for those looking to capitalize on industry-leading growth. The company's management anticipates revenue will expand another 70% by fiscal 2028, making this a company worth holding for the long haul.

Broadcom: Custom AI Chip Innovator

Broadcom is another major player making waves in the AI sector with its specialized chip designs and networking solutions. Just recently, the company's AI chip revenue surged over three times year-over-year, reaching nearly $17 billion in its fiscal third quarter ending August 2.

With over a decade of experience in developing custom chips for leading AI firms, Broadcom has consistently been at the forefront of innovation. It has collaborated with tech giant Google on its Tensor Processing Unit (TPU) and produced OpenAI's first custom chip, named Jalapeño. Broadcom’s commitment to high-speed data connections and advanced chip packaging sets it apart from competitors.

One of the highlights of Broadcom's capabilities is its rapid chip production; it successfully delivered the Jalapeño chip in just nine months. This agile execution gives confidence to investors and management's projection that AI revenue could soar to $115 billion by 2027, almost doubling the expected $58 billion for fiscal 2026.

Despite experiencing a slight stock decline of around 3% in the past year as of October 20, Broadcom's stock appears appealing, trading at about 11 times the expected earnings of $30 per share for fiscal 2028. This value proposition positions Broadcom as a worthy candidate for your investment list.

Cerebras Systems: The Unconventional Challenger

Lastly, we turn to Cerebras Systems, which offers a unique product in the form of the Wafer-Scale Engine—a chip remarkably large, comparable in size to a dinner plate. This powerful AI chip has been instrumental in driving demand for the company's AI systems, as evidenced by a staggering 287% increase in core cloud revenue year-over-year for the second quarter of 2026.

Focused on maximizing speed and data throughput, Cerebras is well-prepared to meet the growing adoption of AI solutions that automate processes. Its latest CS-4 system is touted as delivering performance up to 30 times faster than conventional GPU systems, indicating a significant leap in technology.

Despite the stock being down approximately 32% from its IPO price, which reflects concerns over valuation rather than business prospects, Cerebras reported an impressive 75% revenue increase in 2025, with another 74% rise in the second quarter. The company has secured $25 billion in future revenue commitments, and management is optimistic about core revenue more than tripling in 2027.

However, investors should approach Cerebras cautiously; while it offers strong growth potential, the company is currently operating at a loss despite its increasing revenue. With a trading multiple of about 32 times anticipated revenue this year, the stock may represent a high-risk, high-reward opportunity for those willing to hold it for long-term gains in the burgeoning semiconductor market.