TLDR
- Broadcom shares gained after unveiling OpenAI’s first custom AI inference chip.
- AI semiconductor revenue could exceed half of Broadcom’s quarterly sales.
- Investors remain focused on profitability as custom chip margins face pressure.
- Analysts continue backing AVGO despite concerns over long-term margin trends.
Broadcom Inc. (NASDAQ: AVGO) shares moved higher on Wednesday after the company and OpenAI introduced a new custom artificial intelligence processor, reinforcing Broadcom’s growing influence in the AI infrastructure market.
However, despite the positive reaction, investors remain cautious about the profitability of the company’s expanding custom chip business.
The stock closed at $382.07, up 0.51% for the day, after climbing as high as $388.74 during intraday trading. Trading activity was elevated, with volume exceeding its recent average as investors digested the implications of the latest AI announcement.
OpenAI Unveils Custom Processor
Broadcom and OpenAI officially introduced Jalapeño, OpenAI’s first internally designed inference processor built specifically to power large language model workloads.
According to the companies, engineering samples are already being tested on machine-learning applications, including OpenAI’s latest AI systems. Early evaluations reportedly indicate significant gains in power efficiency compared with existing solutions, a critical metric as AI computing demands continue to surge.
OpenAI hardware chief Richard Ho described the chip as being “designed from the ground up for LLM inference,” highlighting the company’s effort to optimize hardware specifically for generative AI workloads.
Broadcom Chief Executive Hock Tan said the processor is expected to enter deployment by late 2026 and is being designed for large-scale data center environments, including facilities operated by Microsoft and other strategic partners.
OpenAI President Greg Brockman added that the long-term objective remains making AI compute resources “more abundant” as demand for advanced models accelerates globally.
AI Revenue Becomes Central
For Broadcom investors, the most closely watched metric is increasingly AI revenue contribution.
The semiconductor giant has forecast approximately $16 billion in AI semiconductor sales for its fiscal third quarter. Based on the company’s projected total revenue of roughly $29.4 billion, AI chips could represent nearly 54% of overall sales.
That marks a substantial increase from the previous quarter, when AI semiconductor revenue totaled $10.8 billion and accounted for approximately 49% of company-wide revenue.
The rapid growth underscores how essential artificial intelligence has become to Broadcom’s valuation story. AI is no longer simply an additional growth driver, it is quickly becoming the primary engine supporting investor expectations and premium market multiples.
The expected sequential increase in AI chip revenue also highlights the scale of demand from hyperscale cloud providers and AI developers seeking specialized silicon.
Margin Questions Persist
While demand remains exceptionally strong, profitability has emerged as the next major issue for investors.
Broadcom executives have acknowledged that margins on custom AI accelerators are generally lower than those generated by some of the company’s traditional networking products.
According to Hock Tan, custom processors require substantial amounts of high-bandwidth memory (HBM), an expensive component supplied largely by manufacturers such as SK Hynix and Samsung Electronics.
As memory costs rise and customers demand increasingly sophisticated chips, maintaining historical margin levels could become more challenging.
Investors are therefore weighing whether surging AI volumes can offset the lower profitability profile associated with custom silicon programs.
The issue is particularly important because Broadcom’s networking business has historically delivered stronger margins, helping support the company’s robust earnings performance.
Analysts Remain Bullish
Despite concerns surrounding margins, Wall Street sentiment toward Broadcom remains overwhelmingly positive.
Among analysts covering the stock, the vast majority continue to recommend buying shares. Consensus estimates currently imply significant upside potential from current trading levels.
Several analysts reiterated bullish views this month, arguing that Broadcom remains one of the biggest beneficiaries of the ongoing AI infrastructure buildout.
The company’s deep relationships with hyperscalers, combined with its expertise in custom silicon and networking technologies, position it favorably as spending on AI data centers accelerates.
Even as broader technology indices weakened on Wednesday, Broadcom managed to post gains, suggesting investors still view the company as a key long-term AI winner.
Going forward, market attention will likely shift from demand strength to whether Broadcom can sustain profitability while scaling its rapidly expanding custom AI chip business.
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