Better AI Chip Stock: Broadcom vs. Nvidia

Broadcom (NASDAQ: AVGO) and Nvidia (NASDAQ: NVDA) are profiting from the surge in global artificial intelligence (AI) infrastructure. Broadcom aids large customers in creating tailored chips for specific tasks, whereas Nvidia provides a more comprehensive computing environment suitable for various customers and applications. A "Double Down" signal for Nvidia in 2009 has resurfaced, this time for a company merely one-hundredth the size of Nvidia.

Broadcom's recent growth is noteworthy. AI semiconductor revenue surged 221% year-over-year to $16.7 billion, making up 56% of the company's total revenue in Q3 fiscal 2026 (ending August 2). The company anticipates AI chip revenue of $115 billion for fiscal 2027 and $230 billion for fiscal 2028. Nvidia's revenue skyrocketed 106% year-over-year to $96.2 billion, with Data Center revenue climbing 117% year-over-year to $89 billion in Q2 fiscal 2027 (ending July 26).

Certain large AI firms are creating custom chips to cut computing expenses and refine inference workloads (i.e., executing AI models in production settings). OpenAI's Jalapeño chip, co-developed with Broadcom, serves as an illustration. OpenAI created the chip to lessen its dependence on Nvidia GPUs and cut operational expenses.

According to Reuters, the chip is engineered to efficiently run large AI models and is scheduled for deployment in massive data centers. The trend toward custom accelerators may put pressure on Nvidia's share of inference computing while concurrently generating additional revenue streams for Broadcom. This trend is most evident among hyperscalers, which possess the capacity and resources to build custom chips.

However, Nvidia's growth is diversifying. Revenue from AI cloud, industrial, and enterprise clients rose 138% year-over-year in Q2, surpassing the 102% year-over-year growth in Nvidia's hyperscale business. Nvidia is extending its reach beyond the large entities capable of designing their own chips. Moreover, Nvidia quotes a modest valuation of roughly 14.4 times forward one-year earnings, compared to around 18.8 times for Broadcom (as of September 10).

Therefore, Nvidia offers a larger AI footprint, broader customer reach, and a more attractive price. Before contemplating investing in Broadcom stock, take note of this: The Motley Fool's Stock Advisor analysts have recently pinpointed what they believe to be the 10 most promising stocks for investors to acquire now, with Broadcom notably absent.

The 10 stocks that made the list could yield significant returns in the years ahead. If you had invested $1,000 in these stocks when they were recommended on December 17, 2004 (or April 15, 2005), you would have amassed a fortune of $417,413 or $1,341,294, respectively. Stock Advisor's average return of 950% is a market-beating outperformance compared to 210% for the S&P 500.