These 2 AI stocks stand out as supply chain winners, says KeyBanc

KeyBanc's latest semiconductor supply chain checks identify Nvidia and Broadcom as top performers, driven by robust AI demand and significant capacity expansion. Nvidia's 2025 CoWoS supply is projected to grow over 40% to 530,000 interposers, with its next-gen Rubin GPU maintaining a performance lead, while Broadcom anticipates a 160%+ increase in its 2026 CoWoS target to 190,000 units, supported by Google's TPU franchise and major AI ASIC wins with OpenAI and Apple. KeyBanc consequently raised price targets for Nvidia to $250 and Broadcom to $420, also highlighting positive implications for Monolithic Power Systems, Lattice Semiconductor, and Micron, contrasting with challenges for Intel and ON Semiconductor.

Analysis

Recent semiconductor supply chain analysis from KeyBanc identifies Nvidia (NVDA) and Broadcom (AVGO) as the preeminent players, driven by significant AI-related catalysts. Nvidia's strength is underscored by a revised 2025 advanced packaging (CoWoS) supply target of 530,000 interposers, representing over 40% growth from 2024, which translates to an estimated 30,000 AI racks. The company is strategically enhancing its next-generation Rubin GPU to maintain a substantial performance lead over AMD's forthcoming MI400 platform, increasing memory speeds to 10 Gbps and power requirements to 2.5kW. Similarly, Broadcom has raised its 2026 CoWoS supply target to 190,000 units, a more than 160% increase, supported by its continued control of Google's TPU franchise and major new AI ASIC wins with OpenAI and Apple. In response, KeyBanc increased its price target on NVDA to $250 and AVGO to $420. The report also notes positive spillover effects for suppliers like Monolithic Power Systems (MPWR) and Micron (MU), while highlighting persistent manufacturing yield challenges for Intel (INTC) and weak auto demand affecting ON Semiconductor (ON).

Key Decisions for Investors

• Given the robust demand, secured capacity expansion, and strategic customer wins, investors should view Nvidia and Broadcom as primary long positions to capture growth in the AI semiconductor market.
• Consider a relative value strategy by pairing long positions in sector leaders NVDA and AVGO with underweight positions or shorts in companies facing specific headwinds, such as Intel's manufacturing issues and ON Semiconductor's exposure to weak auto demand.
• For broader portfolio exposure to the AI hardware ecosystem, investigate upstream suppliers like Monolithic Power Systems and Micron, which are cited as direct beneficiaries of increasing demand from AI leaders.
• Closely monitor the competitive dynamics between Nvidia and AMD, as Nvidia's aggressive specifications for its Rubin GPU are a clear signal of its intent to defend its market leadership, which is critical to its long-term valuation.