3 Top Artificial Intelligence (AI) Stocks Ready for a Bull Run

Key Points

• Nvidia remains the king of AI infrastructure, with plenty of growth still ahead.

• Taiwan Semiconductor is another great way to play the AI infrastructure buildout.

• Despite some naysayers, Alphabet is proving that AI is a growth driver for the company.

• 10 stocks we like better than Nvidia ›

Artificial intelligence (AI) is reshaping nearly every industry, and the companies powering that transformation are seeing strong growth. As such, this remains a great area to invest in for the long haul. Let's look at three top AI stocks that are not only leading today but are positioned well for the next leg higher.

Nvidia

Nvidia (NASDAQ: NVDA) remains the backbone of the AI data center buildout. Its graphics processing units (GPUs) accounted for a staggering 92% of the GPU market in Q1, and the company isn't slowing down. It has accelerated its product development cycle, and will now look to introduce a new chip every year to help ensure its lead.

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The company's real edge, however, isn't just its chips, it's its software platform CUDA. Nvidia offered its CUDA software platform for free years before AI went mainstream, pushing its use at universities and research institutions. That early move led to an entire generation of developers being trained on its platform, creating a flywheel effect as tools and frameworks got built on top of CUDA to improve its chip performance.

That strategy has paid off in a big way, as CUDA is now the foundation for AI development. While rivals scramble to catch up in hardware, they're years behind on software. Meanwhile, Nvidia continues expanding into new verticals. Its automotive business, which supports autonomous driving and robotaxis, could be its next big growth driver. The company also just got a boost after the Trump administration signaled that it will allow H20 chip sales in China, adding another growth catalyst.

Despite its massive run, Nvidia still looks attractive with a PEG (price/earnings-to-growth) ratio of under 0.9, with PEGs below 1 considered undervalued. When you combine a dominant market position with explosive growth and a deep moat, Nvidia's long-term outlook remains extremely compelling.

Image source: Getty Images.

Taiwan Semiconductor Manufacturing

Taiwan Semiconductor Manufacturing (NYSE: TSM) is the world's most advanced foundry, and the go-to partner for top chip designers, including Nvidia. Unlike chip designers, TSMC wins no matter who dominates, as it manufactures the cutting-edge chips that power nearly all of them. That makes it one of the best ways to play the ongoing AI infrastructure boom.

Its dominance in advanced nodes gives it unmatched scale and pricing power. Chips made on 7-nanometer and smaller nodes now represent nearly three-quarters of revenue, with 3nm alone hitting 24% last quarter. Apple has reportedly locked up much of TSMC's future 2nm supply, and the company is working with its top customers to increase its capacity to meet their rising chip demand. This gives it great visibility into future growth.

TSMC's strength was on full display in Q2, with revenue jumping 44% in Q1 to $30.1 billion, driven by demand in high-performance computing. With the company predicting that AI chip demand is set to grow at a 40% compound annual growth rate (CAGR) through 2028, it's hard to see this momentum slowing. Best of all, the stock is still trading at an attractive valuation, with a forward price-to-earnings (P/E) ratio of about 24 based on 2025 analyst estimates and a PEG of 0.6.

Alphabet

Alphabet (NASDAQ: GOOGL) (NASDAQ: GOOG) is proving the skeptics wrong. Search is not only surviving AI, it's thriving because of it. The company's AI Overviews are already used by over 2 billion people monthly, and global search queries are rising as a result. Last quarter, its search revenue accelerated to 12% growth, while its new AI Mode and Gemini app are just getting started.

Its cloud computing segment is also booming. Google Cloud revenue surged 32% to $13.6 billion in Q2, while segment profit more than doubled to $2.8 billion. Alphabet's custom AI chips, including its new Ironwood chip, are proving cost-efficient and gaining strong acceptance. Capacity constraints remain a bottleneck; however, that is a good problem to have and why Alphabet will increase its capital expenditures to a whopping $85 billion this year.

At the same time, Waymo, Alphabet's robotaxi unit, is scaling quickly. Meanwhile, YouTube remains a solid growth driver with Shorts helping push ad revenue up 13% to $9.8 billion in Q2. AI tools like Veo 3 are also making it easier for creators to produce video content, adding another tailwind.

Alphabet's AI push is driving top-line growth across each of its major business segments. The company is still posting double-digit revenue and earnings growth, yet trades at under 19.5 times forward earnings with a PEG of 0.8. That's a cheap valuation for one of the most powerful companies on the planet.

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Geoffrey Seiler has positions in Alphabet. The Motley Fool has positions in and recommends Alphabet, Apple, Nvidia, and Taiwan Semiconductor Manufacturing. The Motley Fool has a disclosure policy.