As artificial intelligence (AI) needs shift more towards inference, so too could the need for more specialized chips.
Broadcom has shown it has the capabilities to create customized LLM-focused chips that are highly efficient.
Shares of custom chipmaker Broadcom (NASDAQ: AVGO) have been under pressure of late. They're up about 8% for the year, but it wasn't all that long ago that the stock was flying much higher, at nearly $500. As of Monday's close, however, it was at just $372 -- down 25% from its recent high.
The company, however, did announce a new custom chip that could lead to some exciting growth opportunities ahead for the business, focused on inference. Could this be the catalyst that could lift the tech stock to new heights?
Missed Nvidia in 2009? This Rare Signal Is Flashing Again. In 2009, a "Double Down" signal flashed for a little-known chipmaker called Nvidia. For the first time in years, that same "Total Conviction" signal is flashing for a company 1/100th the size of Nvidia. Continue »
Image source: Getty Images.
Last week, Broadcom unveiled a chip that could spice up its growth, called Jalapeño. It's a chip that centers around OpenAI's vision for artificial intelligence (AI), and that's designed for large language models (LLMs). The processor is modeled to meet the needs of agentic AI workloads, which have been growing in importance as tech companies have developed cutting-edge models that are now able to take on multi-step processes, focusing more on inference rather than development.
Broadcom says that while it is still in testing, Jalapeño's per-watt performance is "substantially better than current state-of-the-art." This is key for not only OpenAI, which owns the popular ChatGPT chatbot, but also other companies that are investing heavily in AI and that need greater efficiency. This can unlock significant revenue from OpenAI, and it could help Broadcom develop similar chips for companies involved with other chatbots.
Broadcom's most recent quarterly results weren't enough to give the stock a boost, even though its revenue rose by 48% to $22.2 billion. The challenge for Broadcom is that with a high valuation -- the stock trades at more than 60 times earnings -- the bar is set fairly high. The launch of Jalapeño may be the catalyst the business needs for the stock to get to new highs.
At a reduced price and with plenty of growth opportunities still out there for the business, now could be an enticing time to buy Broadcom's stock. There's still some risk due to its high valuation and the expectations that will inevitably come with it, but with Broadcom being a trusted partner among key hyperscalers and being well-positioned to meet the needs of AI models, now could be a good time to buy the stock and hang on for the long haul.
Before you buy stock in Broadcom, consider this:
The Motley Fool Stock Advisor analyst team just identified what they believe are the 10 best stocks for investors to buy now… and Broadcom wasn’t one of them. The 10 stocks that made the cut could produce monster returns in the coming years.
Consider when Netflix made this list on December 17, 2004... if you invested $1,000 at the time of our recommendation, you’d have $397,890!* Or when Nvidia made this list on April 15, 2005... if you invested $1,000 at the time of our recommendation, you’d have $1,196,664!*
Now, it’s worth noting Stock Advisor’s total average return is 902% — a market-crushing outperformance compared to 207% for the S&P 500. Don't miss the latest top 10 list, available with Stock Advisor, and join an investing community built by individual investors for individual investors.
See the 10 stocks »
*Stock Advisor returns as of June 30, 2026.
David Jagielski, CPA has no position in any of the stocks mentioned. The Motley Fool has positions in and recommends Broadcom. The Motley Fool has a disclosure policy.