The hype around artificial intelligence (AI) is justified. AI represents a ground-breaking technology poised to transform existing industries and create new ones over the coming decades. According to an analysis by Bloomberg Intelligence, the market for generative AI is poised to reach $1.3 trillion by 2032.

That’s a 43% annualized growth rate from today. Generative AI involves creating content using computer systems and large language models (LLMs) like ChatGPT. As you might imagine, the investment upside is tremendous for cutting-edge companies with the chips, models, data, and applications to help generative AI realize its potential.

These five generative AI stocks below have already produced stellar returns but still have the appropriate growth prospects and valuations to reward long-term investors. Consider buying and holding them today.

AI models require vast computing power. Nvidia (NASDAQ: NVDA) graphics processing unit (GPU) chips are the go-to for training AI models. That’s where AI digests vast amounts of data to learn.

The company captured the market with its Hopper architecture (H100 chip) and is starting to roll out Blackwell, its next-generation AI chip line. Nvidia’s business performance over the past two years is arguably unprecedented, and it’s poised to continue as AI hyperscalers like Microsoft and other big technology companies invest billions of dollars to build the capacity to support generative AI’s growth.

Nvidia’s stock may seem expensive at a forward price-to-earnings (P/E) ratio of 48, but analysts estimate the business will grow earnings by an average of 38% annually over the long term. That’s a price/earnings-to-growth (PEG) ratio of just 1.3, meaning the growth justifies the valuation. The stock might be volatile along the way, especially after such a strong 24-month run, but the long-term upside remains compelling.

Broadcom (NASDAQ: AVGO) is a chip and enterprise software company that recently became a major player in generative AI. It has developed a chip roadmap for three hyperscalers, with two more in the early stages. Management declined to name names during its latest earnings call, but industry reports pointed to OpenAI and Apple being among them. These chips are allegedly for AI inference, which is how AI models efficiently apply their intelligence to new data and applications.

The company’s total AI-related revenue was $12.2 billion in its fiscal 2024, but management believes it will capture a leading share of a $60 billion to $90 billion opportunity by 2027. These developments have brightened Broadcom’s outlook. Analysts now expect the business to grow earnings by 21% annually over the long term, which makes the stock a solid long-term buy at its current PEG ratio of 1.7.

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