{"id":64164,"date":"2026-07-03T02:38:20","date_gmt":"2026-07-03T06:38:20","guid":{"rendered":"https:\/\/www2.stockmarketwatch.com\/stock-market-news\/aws-trainium-3-ramp-and-treasury-yields-signal-new-market-phase\/64164\/"},"modified":"2026-07-03T02:38:20","modified_gmt":"2026-07-03T06:38:20","slug":"aws-trainium-3-ramp-and-treasury-yields-signal-new-market-phase","status":"publish","type":"post","link":"https:\/\/www2.stockmarketwatch.com\/stock-market-news\/aws-trainium-3-ramp-and-treasury-yields-signal-new-market-phase\/64164\/","title":{"rendered":"AWS Trainium 3 Ramp and Treasury Yields Signal New Market Phase"},"content":{"rendered":"<h2>Key Takeaways<\/h2>\n<ul>\n<li><strong>Amazon (<a href=\"\/stock\/AMZN\">AMZN<\/a>)<\/strong> has entered volume production for its <strong>Trainium 3<\/strong> AI chips, with shipments expected to reach <strong>3 million units<\/strong> in 2027, potentially generating <strong>$50 billion<\/strong> in annual revenue if sold externally.<\/li>\n<li><strong>Wistron<\/strong> has begun shipping <strong>Trainium 3<\/strong> racks as of late May 2026, with liquid cooling adoption jumping from <strong>10% to 30%<\/strong>, driving significant upside in average selling prices (ASP).<\/li>\n<li><strong>Marvell Technology (<a href=\"\/stock\/MRVL\">MRVL<\/a>)<\/strong> remains the lead design partner for AWS ASICs, while Amazon is reportedly evaluating a new <strong>U.S.-based design services provider<\/strong> for small-volume shipments starting next year.<\/li>\n<li>The <strong>U.S. 10-Year Treasury<\/strong> yield settled near <strong>4.49%<\/strong> following a soft June employment report, with analysts at the <em>Wall Street Journal<\/em> identifying &quot;phases of weakness&quot; as a strategic value entry point for investors.<\/li>\n<li><strong>Broadcom (<a href=\"\/stock\/AVGO\">AVGO<\/a>)<\/strong> and <strong>Qualcomm (<a href=\"\/stock\/QCOM\">QCOM<\/a>)<\/strong> are under market scrutiny as potential beneficiaries of AWS&#39;s expanding ASIC supply chain and the broader shift toward custom silicon.<\/li>\n<\/ul>\n<h2>AWS Accelerates Custom Silicon Independence<\/h2>\n<p>Amazon Web Services (AWS) is aggressively scaling its internal chip production to challenge the dominance of <a href=\"https:\/\/stockmarketwatch.com\/stock\/NVDA\" data-internallinksmanager029f6b8e52c=\"15\" title=\"stock: NVDA\">Nvidia<\/a> (<a href=\"\/stock\/NVDA\">NVDA<\/a>). The company\u2019s <strong>Trainium 3<\/strong> chip, built on <strong>TSMC\u2019s 3nm process<\/strong>, is reportedly <strong>30-40% more price-performant<\/strong> than its predecessor. CEO Andy Jassy recently highlighted that AWS\u2019s custom silicon business\u2014including <strong>Trainium<\/strong>, <strong>Graviton<\/strong>, and <strong>Nitro<\/strong>\u2014has surpassed a <strong>$20 billion annual revenue run rate<\/strong>, growing at triple-digit percentages.<\/p>\n<p>The supply chain for these chips is expanding rapidly to meet &quot;unbounded&quot; demand from major AI labs like <strong>Anthropic<\/strong> and <strong>OpenAI<\/strong>. <strong>Wistron<\/strong> started shipping <strong>Trainium 3<\/strong> hardware in late May, positioning its June revenue to potentially exceed the <strong>NT$275 billion<\/strong> Bloomberg consensus. The shift toward <strong>liquid-cooled racks<\/strong>, which now account for <strong>30% of deployments<\/strong>, is expected to provide a substantial boost to hardware margins due to higher complexity and pricing.<\/p>\n<h2>Shifting Alliances in the ASIC Market<\/h2>\n<p>While Marvell Technology (<a href=\"\/stock\/MRVL\">MRVL<\/a>) has long served as the primary design partner for AWS&#39;s AI accelerators, new reports suggest Amazon is diversifying its vendor base. The cloud giant is currently evaluating an additional <strong>U.S.-based design services provider<\/strong> to handle specialized ASIC orders. This move comes as AWS explores selling <strong>Trainium<\/strong> chips directly to third-party data centers, a strategic pivot that could value its standalone chip business at roughly <strong>$50 billion<\/strong>.<\/p>\n<p>Speculation has intensified regarding the involvement of Broadcom (<a href=\"\/stock\/AVGO\">AVGO<\/a>) or Qualcomm (<a href=\"\/stock\/QCOM\">QCOM<\/a>) in this expanded roadmap. Broadcom recently reported a <strong>143% surge<\/strong> in its own AI chip sales, reaching <strong>$10.8 billion<\/strong> in a single quarter. As hyperscalers like Amazon and Meta (<a href=\"\/stock\/META\">META<\/a>) seek to reduce their multi-billion dollar dependencies on merchant silicon, the competition among custom design firms is reaching a fever pitch.<\/p>\n<h2>Treasury Yields Offer Strategic Entry Points<\/h2>\n<p>In the broader macro environment, fixed-income markets are reacting to signs of a cooling U.S. economy. The <strong>10-Year Treasury<\/strong> yield retreated to approximately <strong>4.48%<\/strong> after June non-farm payrolls showed a gain of only <strong>57,000 jobs<\/strong>, far below expectations. This labor market softness has led investors to price in a higher probability of Federal Reserve easing, boosting the <strong><a href=\"https:\/\/stockmarketwatch.com\/indices\/dowjones\/today\" data-internallinksmanager029f6b8e52c=\"1\" title=\"Dow Jones Today\">Dow Jones<\/a> Industrial Average<\/strong> to a record high of <strong>52,900<\/strong>.<\/p>\n<p>Financial analysts suggest that the current volatility in bond markets represents a &quot;value phase&quot; for long-term investors. With the <strong>10-2 year yield spread<\/strong> remaining a critical recession indicator, the recent dip in yields is being viewed as a tactical opportunity to lock in returns before potential rate cuts. <em>Market participants are increasingly rotating out of high-valuation semiconductor stocks and into defensive assets and blue-chip equities as the &quot;AI-at-any-price&quot; trade faces renewed scrutiny.<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Key Takeaways Amazon (AMZN) has entered volume production for its Trainium 3 AI chips, with shipments expected to reach 3 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