Got $3,000? 3 Artificial Intelligence (AI) Stocks to Buy and Hold for the Long Term

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Artificial intelligence (AI) was a huge theme in the market during 2024, with several stocks becoming big winners from the emerging technology. AI technology still appears to be very much in its early days and there is mounting evidence that AI will continue to be a powerful growth driver in the years ahead. This largely stems from large tech companies, as well as well-funded start-ups such as OpenAI and Elon Musk-backed xAI, continuing to ramp up spending, looking to take advantage of what they see as a generational opportunity.

Against this backdrop, let’s look at three AI stocks across infrastructure, cloud computing, and software that all currently trade at attractive valuations. If you have $3,000 available to invest that isn’t needed for monthly bills, paying off short-term debt, or bolstering an emergency fund, you might want to consider buying and holding one (or all) of these stocks for the long term.

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When looking at AI-related stocks to buy, the first name to consider remains Nvidia (NASDAQ: NVDA). The stock has been a huge winner over the past several years. Despite that, it still trades at an attractive valuation with a forward price-to-earnings (P/E) ratio of about 31 based on 2025 analyst estimates, and a price/earnings-to-growth (PEG) ratio of approximately 0.98. A PEG ratio less than 1 is typically viewed as undervalued, but growth stocks tend to command PEG ratios well above 1.

NVDA PE Ratio (Forward 1y) data by YCharts

Nvidia developed a wide moat through its CUDA software that helped it obtain approximately 90% market share in the graphic processing unit (GPU) market. With competition and valuation not much of a concern, the biggest question surrounding Nvidia is whether AI infrastructure spending will continue at its rapid pace.

Large language models (LLMs) need more and more GPUs to train on as they advance, so the question becomes: Is there a point where these models become good enough for the companies creating them to pull back on their spending? To believe they will, one must think that the likes of Microsoft, Amazon, Alphabet (NASDAQ: GOOGL) (NASDAQ: GOOG), Meta Platforms, and xAI, among others, will be satisfied not having the best AI model out there.

If you don’t think they will be satisfied, Nvidia is a buy.

A data center.
Image source: Getty Images.

In part due to some uncertainty following a government antitrust ruling, Alphabet became the cheapest of the big tech companies that have been driving AI infrastructure spending, trading at a forward P/E of only 19 times next year’s analyst estimates.

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