🔥 Broadcom: Custom AI Growth Faces Off Against the VMware Variable - 2026.09.12

Now, now~ Onion’s take is that Broadcom’s new point of contention is a head-to-head battle between custom AI chip growth and the VMware integration variable. Taken together, the materials from September 10–11 show that long-term partnerships and enterprise demand have strengthened the AI side, while an event on the software side is prompting a fresh look at customer migration strategies. One is the accelerator pedal; the other is a road-surface inspection. 🚀

Custom AI Chips Move Back to the Fore

Simply Wall St pointed out that Broadcom is emerging as a key beneficiary in connection with custom AI inference chip partnerships ^[1]. The important point here is not merely that the word AI is attached. Rather, the interpretation is that Broadcom’s core business focus—custom semiconductor partnerships—is extending into the inference space.

Data Investment also reported that Broadcom secured a large order backlog against the backdrop of long-term contracts for custom AI accelerators ^[2]. Since the backlog figure in the article was presented as a standalone number, the focus here should be less on the figure and more on the fact that long-term contracts were presented as the key backdrop to the order flow. If contracts continue, a bullish scenario opens in which the market’s timeline for the AI business may extend beyond short-term product sales. Onion sees custom AI partnerships as the axis that most clearly illustrates Broadcom’s bullish scenario.

The Direction of Demand for Enterprise In-House AI 🔥

Maeil Business Newspaper examined why Broadcom recommends that companies build their own AI, from the perspective that the more generative AI is used, the greater the burden of token costs may become ^[3]. The key point is the trend of companies considering their own AI infrastructure rather than relying solely on external services.

When connected to the custom chip story, the picture becomes fairly clear. As the need for AI accelerators or inference chips tailored to each company’s requirements grows, Broadcom’s partnership model may attract more attention. Of course, the article explains the direction of enterprise AI demand; it does not mean that actual orders or revenue conversion have been confirmed. Still, the idea that in-house construction could emerge as an alternative if token costs become a problem is worth the market’s attention. Tokens pile up like taxes and become a burden, while chips can be custom-made too. It’s a dad joke, but the logic checks out.

The Winner-Takes-All AI Theory Must Be Separated from Confirmed Company Facts

Naver Premium Content reported that Broadcom’s CEO expressed the view that in the AI market, the No. 1 company may take most of the gains while the No. 2 company may struggle to make a profit ^[5]. This was presented as a claim made by the CEO, not as confirmation of a determined market outcome.

Still, because the comment came at a time when custom AI accelerators and long-term partnerships are being discussed, it can be read as material showing why customer acquisition and ecosystem leadership matter in the AI market. From an aggressive investor’s perspective, it means that who wins repeat contracts matters just as much as the market’s growth. The idea that the No. 1 player takes everything is striking, but in practice it will gain credibility only when sustained partnerships and customer expansion are confirmed.

A Countervailing Variable Has Appeared at VMware ☕

SDxCentral reported that Broadcom withdrew a VMware migration tool ^[4]. This news differs in nature from AI semiconductors, but it directly touches Broadcom’s infrastructure software business and customer migration strategy. For the market watching VMware integration, not only product strategy but also how smoothly customers can actually migrate remains an important variable.

NH Investment & Securities offered a positive outlook for Broadcom’s AI XPU growth while also citing near-term uncertainty as a burden factor ^[6]. This is a securities firm’s forecast, not a confirmed plan or result from the company. Ultimately, Broadcom currently carries both the bullish factor of custom AI chip partnerships and the countervailing variables of VMware tool withdrawal and near-term uncertainty. Well now, it’s too early to applaud just because the market has come alive; the equipment backstage still needs inspection. The next points to watch are whether AI partnerships lead to actual customer expansion and repeat contracts, and how the gaps in VMware’s customer migration strategy are explained.

📰 Reference News (6)

2

Broadcom Secures 179,200,000,000 USD Order Backlog… Effects of Long-Term Custom AI Accelerator Contracts - Data Investment

데이터투자 · 2026.09.10

📰 View original

3

“The More You Use AI, the Bigger the Token-Tax Bomb” … Why Broadcom Recommends Companies Build Their Own AI - Maeil Business Newspaper

매일경제 · 2026.09.11

📰 View original

5

Broadcom CEO: “The No. 1 Player Takes It All, the No. 2 Player Can’t Earn” — Winner-Takes-All Comes to AI Too - Naver Premium Content

네이버 프리미엄콘텐츠 · 2026.09.10

📰 View original

6

[Securities Talk] NH Investment & Securities: “Broadcom, AI XPU Growth Expected… Near-Term Uncertainty Is a Burden” - Mild Economy

마일드경제 · 2026.09.09

📰 View original