1 Artificial Intelligence (AI) Semiconductor Stock to Buy on the Dip Hand Over Fist Right Now (Hint: It's Not Nvidia or AMD)

Adam Spatacco, The Motley Fool

Fri, Mar 7, 2025, 2:15 PM 5 min read

Chipsets known as graphics processing units (GPUs) are perhaps the most important hardware in generative AI development right now. For the last couple of years, investing in semiconductor stocks has generally been a great idea -- as you're nearly guaranteed some form of exposure to GPUs or data centers.

However, 2025 hasn't gotten off to the best start for chip stocks.

Whether it was drama brought on by Chinese start-up DeepSeek, U.S. President Donald Trump's new tariffs, or lofty investor expectations, many names in the chip realm haven't fared so well this year. From a macro perspective, the VanEck Semiconductor ETF has dropped 4% so far in 2025 (as of March 3). When it comes to specific companies, take Nvidia and Advanced Micro Devices, which have seen their stocks decline by 7% and 17%, respectively, so far this year.

While many investors can't seem to look away from Nvidia or AMD, there's another stock that's been caught up in broader selling in the semiconductor landscape -- and I think it's worth buying the dip right now.

Let's explore why now looks like a lucrative opportunity to buy Taiwan Semiconductor Manufacturing (NYSE: TSM) stock hand over fist.

When it comes to brand recognition in the chip market, investors don't need to look much further than Nvidia and AMD. These two juggernauts lead the charge in the GPU revolution. Meanwhile, Broadcom plays an integral role in outfitting data centers with advanced chipware, while Micron Technology's high bandwidth memory storage solutions are increasingly important as AI data workloads get bigger and more complex.

With so many other names dominating headlines and talking points, I wouldn't be surprised if you aren't even aware of Taiwan Semi, or TSMC. The thing is that many leaders in the chip space -- including Nvidia, AMD, and Broadcom -- should credit Taiwan Semi for much of their success.

TSMC specializes in foundry solutions, which is basically a fancy term that means it actually manufactures chips and integrated systems for semiconductor companies. In other words, without TSMC, Nvidia's chip architecture would be more of an idea than a tangible product.

Given how much demand there's been for GPUs over the last couple of years, it shouldn't come as a surprise that Taiwan Semi's revenue and profits are soaring. With that said, I think the company's growth is just beginning to kick into gear.

Many of the "Magnificent Seven" companies, such as Microsoft, Amazon, Alphabet, and Meta Platforms, are exploring custom silicon as a strategy to migrate from an overreliance on Nvidia's chipware. These big tech giants, as well as ChatGPT maker OpenAI, are reportedly collaborating with TSMC to help bring their visions to life.