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Alphabet Just Gave Nvidia and Broadcom Investors 185 Billion Reasons to Cheer

newsfeedback@fool.com (Keithen Drury)
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⚡ Quantum Brief
Alphabet announced $175–$185 billion in 2026 capital expenditures, signaling a massive AI infrastructure push that directly benefits Nvidia and Broadcom as key hardware suppliers. Nvidia’s GPUs remain critical for Alphabet’s cloud services, offering portability across providers, while Broadcom co-designed Alphabet’s custom Tensor Processing Units (TPUs) for internal AI workloads like Gemini and DeepMind. Alphabet’s dual-use strategy—balancing internal TPUs and external Nvidia GPUs—ensures flexibility for Google Cloud customers while locking in Broadcom’s role in proprietary chip development. Despite faster growth projections (61% for Nvidia, 28% for Broadcom vs. Alphabet’s 18%), Nvidia trades at a lower forward P/E (25x), making it the most undervalued play in AI infrastructure. Broadcom’s premium valuation (34x P/E) reflects upcoming custom AI chip contracts, with analysts forecasting 52% revenue growth in 2026, cementing its position alongside Nvidia in the AI arms race.
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By Keithen Drury – Feb 16, 2026 at 2:45AM ESTKey PointsAlphabet and Broadcom designed a custom AI chip.Nvidia's units are attractive in a cloud computing environment. These 10 Stocks Could Mint the Next Wave of Millionaires ›NASDAQ: GOOGLAlphabetMarket Cap$3.7TToday's Changeangle-down(-1.08%) $3.35Current Price$305.65Price as of February 13, 2026 at 3:58 PM ETAlphabet's massive capital expenditure plans are great news for computing providers.Listening to other companies' earnings reports outside of the ones you invest in is an important task for investors. You can pick up lots of useful information, especially from the customers of companies that you're invested in. One of the companies to report earnings recently dropped a bombshell that should make Nvidia (NVDA 2.21%) and Broadcom (AVGO 1.81%) investors jump for joy. Alphabet (GOOG 1.08%) (GOOGL 1.08%) told investors that they should expect capital expenditures between $175 billion and $185 billion for 2026. This confirmed that we're entering into another year of huge AI spending, which should benefit stocks like Nvidia and Broadcom. This announcement makes me even more bullish on these two stocks, as it shows we're still in the early innings of AI spending. Image source: Getty Images. Alphabet is fulfilling internal and external computing capabilities Alphabet is in a fairly unique position among the AI hyperscalers in that it is using its computing resources for both internal and external computing needs. On the internal side, it's powering its in-house generative AI model, Gemini. It's also using these resources in Google DeepMind, another AI research wing of Alphabet. Alphabet has been known to use its Tensor Processing Units (TPUs) in many internal applications, as they can be more cost-effective than GPUs in many situations. Alphabet designed these TPUs in tandem with Broadcom, so increased spending on internal AI computing capabilities boosts Broadcom's growth outlook. ExpandNASDAQ: AVGOBroadcomToday's Change(-1.81%) $-6.00Current Price$325.17Key Data PointsMarket Cap$1.5TDay's Range$324.69 - $334.3252wk Range$138.10 - $414.61Volume18MAvg Vol31MGross Margin64.71%Dividend Yield0.74% Another way Alphabet utilizes TPUs is through Google Cloud, its cloud computing platform.

Because Google Cloud is catering to external clients, some users may not want to devote themselves to utilizing Google's internal hardware, as that locks them into the Google ecosystem. If they develop workloads meant to be run on Nvidia GPUs, then these workloads can be transferred to other cloud computing providers without much issue. So, Nvidia's hardware will also be a large part of the $175 billion to $185 billion projection. ExpandNASDAQ: NVDANvidiaToday's Change(-2.21%) $-4.13Current Price$182.81Key Data PointsMarket Cap$4.4TDay's Range$181.59 - $187.5552wk Range$86.62 - $212.19Volume5.4MAvg Vol180MGross Margin70.05%Dividend Yield0.02% It's impossible to know which company will benefit more from Alphabet's massive AI spending spree, but both are certainly primed to capitalize on Alphabet's plans. Despite this announcement, each of these stocks still trades for a reasonable price tag. Broadcom and Nvidia stocks trade for nearly the same price tag as Alphabet Alphabet's fourth quarter was great, with revenue rising 18% year over year. For Q1, Wall Street analysts project 18% growth, according to Yahoo! Finance. While that's a great performance considering Alphabet's size, it's nothing like what Broadcom or Nvidia are expected to put up. Broadcom and Nvidia are expected to deliver 28% and 61%, respectively, for their first quarters. You'd expect their stocks to trade at a premium to Alphabet's due to their faster growth rate, but that's not really the case. GOOGL PE Ratio (Forward) data by YCharts Broadcom trades for the highest price tag at 34 times forward earnings, while Alphabet is in the middle at 28 times forward earnings. Nvidia is by far the cheapest at 25 times forward earnings, yet it's expected to grow the fastest. I think this makes Nvidia a clear no-brainer buy, as investors are trying to look elsewhere for the next big AI stock, when it's right under their noses. I think Broadcom deserves its premium over Alphabet, as several custom AI chips will enter production later this year that are similar to TPUs, but will go to different clients. This will lead to huge growth, as Wall Street analysts project 52% and 38% revenue growth for fiscal years 2026 and 2027, respectively. Broadcom will have to prove that it's worth the premium, but I think investors are safe to buy here. Alphabet is still an intriguing investment option in its own right, but it just doesn't have the growth figures to stack up against Nvidia and Broadcom. I like Nvidia and Broadcom more, but Alphabet is still a great cornerstone investment for a portfolio.Read NextFeb 15, 2026 •By Keithen DruryIf I Could Only Buy and Hold a Single Stock, This Would Be ItFeb 15, 2026 •By Bram BerkowitzDid Google's Gemini Just Say "Checkmate" to OpenAI's ChatGPT?Feb 15, 2026 •By Patrick Sanders3 Tech Stocks With More Potential Than Any CryptocurrencyFeb 14, 2026 •By John Bromels1 Artificial Intelligence (AI) Stock Investors Are Buying on the DipFeb 14, 2026 •By Geoffrey Seiler2 Growth Stocks to Invest $1,000 in Right NowFeb 14, 2026 •By Neil PatelWhat Is 1 of the Best AI Stocks to Own for the Next 10 Years?About the AuthorKeithen Drury is a contributing Motley Fool technology analyst covering AI, semiconductors, cybersecurity, and SaaS stocks. In addition to The Motley Fool, Keithen is a mechanical engineer and has held roles at Honeywell and smaller industrial companies like Brand Hydraulics and Lincoln Industries. He holds a bachelor’s degree in mechanical engineering from Dordt University.TMFTripleOptionStocks MentionedAlphabetNASDAQ: GOOGL$305.65 (1.08%) $3.35BroadcomNASDAQ: AVGO$325.17 (1.81%) $6.00NvidiaNASDAQ: NVDA$182.81 (2.21%) $4.13AlphabetNASDAQ: GOOG$306.02 (1.08%) $3.35*Average returns of all recommendations since inception. Cost basis and return based on previous market day close.

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