Custom AI Accelerators (XPUs)

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5 Best Artificial Intelligence Stocks to Buy in July
The Motley Fool· 2025-07-05 09:15
Core Insights - Artificial intelligence (AI) investing is thriving in 2025, with record data center spending and major tech companies expanding their plans, indicating strong investment opportunities in the sector [1] Group 1: AI Infrastructure - Companies like Nvidia, Broadcom, and Taiwan Semiconductor Manufacturing (TSMC) are key players in AI infrastructure, benefiting from significant AI spending [4] - Nvidia's GPUs are central to the AI revolution, with no true competition, while Broadcom's custom AI accelerators (XPUs) can outperform GPUs under specific workloads [5][6] - TSMC is crucial for both Nvidia and Broadcom, providing advanced chip technology, which is expected to see a compound annual growth rate (CAGR) of 45% for AI-related chips over the next five years [7][8] Group 2: Cloud Computing - Major AI companies like Alphabet and Amazon are expanding data centers not only for internal use but also for rental to other businesses lacking resources for AI infrastructure [9] - Companies are increasingly renting computing power from cloud providers like Amazon Web Services (AWS) and Google Cloud, which is driving demand for GPUs from Nvidia [10] - The cloud computing market is projected to grow from $750 billion in 2024 to $2.4 trillion by 2030, presenting significant investment opportunities in companies like Amazon and Alphabet [11]
The 5 Best Stocks to Buy With $5,000
The Motley Fool· 2025-06-28 09:15
Group 1: Market Overview - Investors are encouraged to assess their portfolios and consider deploying cash for potential long-term returns [1] - The market has shown resilience despite geopolitical events, indicating unpredictability in market reactions to news [1] Group 2: AI Hardware Sector - Artificial intelligence (AI) remains a significant market theme, with ongoing demand for AI computing capacity [4] - Nvidia is highlighted as a leading player in the AI hardware space, with a 69% revenue increase in Q1 FY2026 and projected 50% growth in Q2 [5][6] - Broadcom benefits from the AI arms race through its connectivity switches and custom AI accelerators (XPUs), which are essential for data center operations [7][8] - Taiwan Semiconductor Manufacturing (TSMC) is positioned to benefit from the growth of both Nvidia and Broadcom, with a projected 20% compound annual growth rate (CAGR) over the next five years [9] Group 3: Cloud Computing Impact - Cloud computing is a driving force behind the AI rollout, with companies outsourcing AI workloads to providers like Amazon Web Services (AWS) and Google Cloud [10] - Both Amazon and Alphabet are recognized for their strong cloud computing businesses, which are expected to continue growing for several years [11]
5 AI Bigwigs to Buy at Attractive Valuations Amid Extreme Volatility
ZACKS· 2025-04-10 13:00
U.S. stock markets have been witnessing extreme volatility in the last five trading sessions due to the imposition of the Trump administration’s “Liberation Day” tariffs. During this volatile period, a handful of artificial intelligence (AI) infrastructure stocks have become lucrative in terms of valuation. Some of these stocks have tremendous short-term upside along with vast long-term potentials. Five such stocks with a favorable Zacks Rank are NVIDIA Corp. (NVDA) , Broadcom Inc. (AVGO) , Marvell Technolo ...
The Nasdaq Just Hit Correction Territory. Here Are 5 Stocks You'll Regret Not Buying Right Now.
The Motley Fool· 2025-03-14 13:00
Core Viewpoint - The current correction in the Nasdaq Composite presents an opportunity for investors to buy stocks at lower prices, particularly in the AI sector, which is expected to continue thriving despite market fluctuations [1][2]. Group 1: AI Hardware Providers - Nvidia and Broadcom are highlighted as key beneficiaries of the ongoing investment in AI hardware, with Nvidia's revenue expected to reach $204 billion in 2023, driven by strong AI demand [4][5]. - Nvidia's GPUs are essential for training AI models and handling inference, positioning the company to benefit from increased capital expenditures by major tech firms in 2025 [5]. - Broadcom is also poised for growth, with a projected market opportunity for its custom-designed XPUs estimated between $60 billion and $90 billion by 2027, alongside a trailing-12-month revenue of $55 billion [6][7]. Group 2: AI Hyperscalers - Major tech companies such as Amazon, Alphabet, and Meta Platforms are investing heavily in AI infrastructure, supported by their robust core businesses [9][10]. - Amazon's cloud computing segment, AWS, contributes significantly to its operating profits, accounting for 58% over the past year, making it a strong player in the AI space [11]. - Alphabet and Meta Platforms leverage their advertising revenues to fund AI investments, with both companies generating substantial cash flow from their various platforms [12][13]. Group 3: Investment Strategy - The recent market sell-off has made stocks of these companies more affordable, presenting a favorable entry point for long-term investors [13][14]. - From a forward price-to-earnings perspective, many of these stocks are considered attractive and represent a good buying opportunity during the current market conditions [14].