Custom AI accelerators (XPUs)

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10 No-Brainer AI Stocks to Buy Right Now
The Motley Fool· 2025-06-25 09:30
Core Viewpoint - Investing in artificial intelligence (AI) remains a leading theme in the market, with significant upside potential for both facilitators and deployers of AI technology [1] Facilitators - Facilitators are companies that produce the hardware necessary for AI development, with Nvidia being the most prominent player due to its widely used graphics processing units (GPUs) [4] - Advanced Micro Devices (AMD) is a competitor in the GPU space, showing strong growth despite not having the same market dominance as Nvidia [4] - Broadcom is developing custom AI accelerators known as XPUs, which are designed for specific workloads and can outperform GPUs in certain tasks [5] - Taiwan Semiconductor Manufacturing Company (TSMC) is the leading contract chipmaker for AI chips, projecting a 45% compound annual growth rate in AI-related revenue over the next five years [6] - ASML Holding, the sole manufacturer of extreme ultraviolet (EUV) lithography machines, is expected to benefit from increased chip demand as AI technology grows [7] - The facilitators are currently experiencing significant financial benefits from AI investments, outperforming deployers in terms of immediate results [8] Deployers - Deployers are companies that are integrating AI into their products, with major players including Alphabet, Amazon, and Meta Platforms, all investing billions to enhance their AI capabilities [9] - Alphabet and Amazon also operate large cloud computing businesses, providing essential computing resources for AI development [10] - Although these deployers are heavily investing in AI, they are only beginning to see incremental improvements in their financials, with potential for significant growth as AI enhances workforce efficiency [11] - Other notable companies integrating AI into their products include SentinelOne, which offers AI-driven cybersecurity solutions, and Adobe, which has embraced generative AI trends [12] - Adobe has continued to grow earnings despite concerns about disruption from generative AI, while SentinelOne reported a 23% revenue increase in the first quarter, highlighting its strong performance in cybersecurity [13] - The deployers are expected to experience substantial growth in the coming years as their AI investments mature [14]
5 Must-Buy Growth Stocks for May With Solid Short-Term Upside
ZACKS· 2025-05-07 13:55
Core Viewpoint - Market participants are concerned about the Trump administration's tariff and trade policies and their potential impact on U.S. economic growth and inflation [1] Group 1: Growth Stocks - Five growth stocks identified for May include Agnico Eagle Mines Ltd. (AEM), Sony Group Corp. (SONY), Affirm Holdings Inc. (AFRM), Broadcom Inc. (AVGO), and Expand Energy Corp. (EXE) [2][6] Group 2: Agnico Eagle Mines Ltd. (AEM) - AEM is focused on production growth through projects like the Kittila expansion and acquisitions such as Hope Bay and the merger with Kirkland Lake Gold [7][8] - AEM's expected revenue and earnings growth rates are 20.6% and 44.4% respectively for the current year, with a Zacks Consensus Estimate for earnings improving by 6.1% [8] - The average short-term price target indicates a potential increase of 16% from the last closing price of $119.13, with a maximum upside of 33.5% [9] Group 3: Sony Group Corp. (SONY) - SONY is expected to grow due to strengths in Game & Network Services, Music, and Financial Services, despite challenges in the Entertainment, Technology & Services unit [10][11] - The expected revenue and earnings growth rates for SONY are 0.7% and 14.4% respectively for the current year, with a Zacks Consensus Estimate for earnings improving by 0.7% [12] - The average short-term price target suggests a potential increase of 17.2% from the last closing price of $25.23, indicating a maximum upside of 35% [12] Group 4: Affirm Holdings Inc. (AFRM) - AFRM has strong revenue growth from diverse income streams, expecting revenues between $3.13 billion and $3.19 billion in fiscal 2025 [14][15] - Key partnerships, including those with Apple Pay and Hotels.com, are crucial for AFRM's expansion [15] - The expected revenue and earnings growth rates for AFRM are 37.1% and 96.4% respectively for the current year, with a Zacks Consensus Estimate for earnings improving by 60% [16] Group 5: Broadcom Inc. (AVGO) - AVGO is benefiting from strong demand for networking products and AI accelerators, with expected AI revenues to jump 44% year over year to $4.4 billion [18][19] - The acquisition of VMware has enhanced AVGO's infrastructure software solutions, with 70% of its largest customers adopting VMware Cloud Foundation [19] - AVGO's expected revenue and earnings growth rates are 21% and 35.5% respectively for the current year, with a Zacks Consensus Estimate for earnings improving by 4.6% [21] Group 6: Expand Energy Corp. (EXE) - EXE has become the largest U.S. natural gas producer after merging with Chesapeake and Southwestern, with plans to ramp up production to 7,100 MMcfe/day by 2025 [24][25] - The expected revenue and earnings growth rates for EXE are over 100% each for the current year, with a Zacks Consensus Estimate for earnings improving by 6.6% [26] - The average short-term price target indicates a potential increase of 13.2% from the last closing price of $108.51, suggesting a maximum upside of 56.7% [26]
AMD vs. Broadcom: Which Semiconductor Stock Has Greater Upside?
ZACKS· 2025-04-09 20:00
Core Insights - Advanced Micro Devices (AMD) and Broadcom (AVGO) are significant players in the semiconductor industry, particularly in the AI sector, with both companies expected to benefit from the growing deployment of AI technologies [1][10] - The Semiconductor Industry Association (SIA) forecasts a 19.1% increase in semiconductor sales, reaching $627.6 billion in 2024, indicating strong market growth [1] AMD Insights - AMD is gaining traction in the cloud-data center and AI chip markets, with over $5 billion in data center AI revenues in 2024, driven by deployments from major clients like Meta Platforms and Microsoft [6][7] - The company’s EPYC instances increased by 27% in 2024, with over 1000 instances launched by hyperscalers [7] - AMD's next-generation MI350 series promises a 35 times increase in AI compute performance compared to its predecessor, with production on track for mid-2025 [8] - AMD has been actively acquiring companies to enhance its AI ecosystem, including ZT Systems and Silo AI [9] Broadcom Insights - Broadcom is experiencing strong demand for its application-specific integrated chips (ASICs) designed for AI and machine learning, which are essential for training Generative AI models [10] - The company is set to launch next-generation 3-nanometer XPUs, with volume shipments expected in the second half of fiscal 2025 [11] - Broadcom anticipates a 44% year-over-year increase in AI revenues for the second quarter of fiscal 2025, reaching $4.4 billion [13] - The serviceable addressable market for XPUs and networks is projected to be between $60 billion and $90 billion by fiscal 2027 [12] Financial Performance - Broadcom's fiscal 2025 earnings estimate is $6.60 per share, reflecting a 35.52% increase from fiscal 2024, while AMD's estimate remains steady at $4.59 per share, indicating a 38.67% growth [14][15] - Both companies have consistently beaten earnings estimates, with Broadcom showing a higher average surprise of 3.44% compared to AMD's 2.32% [16] Valuation Insights - Both AMD and Broadcom are considered overvalued, with AMD trading at a forward Price/Sales ratio of 3.77X, lower than Broadcom's 10.99X [17] - Broadcom is currently rated as a strong buy, while AMD holds a hold rating, indicating a preference for Broadcom in the current market [19]
3 Artificial Intelligence (AI) Stocks That Can Weather President Trump's Tariff Storm
The Motley Fool· 2025-03-15 18:30
Core Viewpoint - The threat of tariffs is impacting consumer behavior and investor sentiment, but certain companies, particularly in the AI hardware sector, are positioned to thrive despite these challenges [1][2][8]. Group 1: Companies Affected by Tariffs - Nvidia, Taiwan Semiconductor Manufacturing (TSMC), and Broadcom are identified as crucial suppliers for AI hyperscalers and are expected to perform well amid tariff pressures [3][8]. - Nvidia's GPUs are essential for training and operating AI models, and the company faces little competition in this space [4][5]. - Broadcom is experiencing significant growth potential with its connectivity switches and custom AI accelerators (XPUs), targeting a market opportunity of $60 billion to $90 billion by 2027 [6][7]. Group 2: Market Dynamics and Investment Opportunities - Despite fears surrounding tariffs, the demand for AI technology is driving long-term potential for Nvidia and Broadcom [8]. - TSMC has mitigated tariff concerns by announcing a $100 billion investment in U.S. semiconductor production, positioning itself as a key supplier for Nvidia and Broadcom [9][10]. - The current market sell-off presents a buying opportunity for investors, as all three companies are trading at price points not seen in over a year [11][12]. Group 3: Valuation Insights - TSMC is trading at 18.8 times forward earnings, lower than the S&P 500's 19.8 multiple, indicating a pricing mismatch that presents a buying opportunity [13]. - Nvidia's stock is considered inexpensive given the critical role of its GPUs, while Broadcom's stock may also be undervalued if the XPU market grows as anticipated [14]. - A long-term investment perspective is recommended for these companies, with potential short-term volatility expected [15].