Nvidia GB200 Shipments Fuel AI Supply-Chain Profit Surge

Nvidia’s GB200 and newer chip platforms are broadening the artificial-intelligence investment cycle beyond processors to servers, advanced packaging, high-end printed circuit boards and thermal-management systems. UOB Asset Management (Taiwan) says the ecosystem spans complementary strengths: the United States leads in AI computing and commercial applications, Taiwan anchors manufacturing, and South Korea dominates high-bandwidth memory. That structure is increasingly important as investors look for evidence that heavy AI capital spending can translate into sustained earnings and cash flow.

In its fourth-quarter outlook released on Sept. 3, 2026, UOB Asset Management (Taiwan) said mass production of the GB200 and newer platforms would accelerate from the fourth quarter, potentially lifting supply-chain revenue to record highs. It said the Mega 7’s share of S&P 500 net income had risen to 37% from 18% in the second quarter of 2023, while their forward price-to-earnings ratio stood near 20 times. Samsung Electronics and SK Hynix have shifted 30% to 40% of capacity toward HBM, with margins on some memory products reaching 90%; Samsung’s first-half profit was cited at more than $100 billion.