MediaTek, Marvell and Intel Gain Favor in 2026 AI Chip Outlook

Demand for generative AI computing is expanding the market for GPUs, custom ASICs and advanced packaging. Nvidia remains dominant in AI accelerators, while TSMC’s CoWoS capacity is a critical constraint for high-end chip supply. At the same time, cloud providers are stepping up development of in-house silicon to reduce costs and tailor computing infrastructure, bringing suppliers tied to custom chips such as Google’s TPU and Amazon’s Trainium into sharper investor focus.

Institutional investors see MediaTek, Marvell and Intel as companies to watch in the 2026 semiconductor ASIC market. MediaTek is positioned in the Google TPU supply chain, while Marvell has exposure to Amazon’s Trainium processors, giving both companies potential leverage to rising custom-AI-chip demand. Nvidia is still expected to lead the GPU market and retain a strong position in TSMC’s CoWoS allocation. Investors will monitor production schedules, order volumes and advanced-packaging availability through 2026.