Futurum Group CEO Daniel Newman credited Broadcom Inc. (NASDAQ: AVGO) for the performance of OpenAI’s new Jalapeño AI chip, while warning against labeling the custom silicon an Nvidia Corp (NASDAQ: NVDA) "killer."

Newman made the comments on X after OpenAI published benchmark results for Jalapeño, its first custom inference chip developed with Broadcom. He stated that Broadcom is "likely the reason this went well," though he reserved judgment on the broader silicon program pending external testing.

Benchmark Performance and Efficiency

OpenAI evaluated Jalapeño using InferenceX, a benchmarking platform designed to assess AI inference performance. The company compared the chip against Nvidia’s GB200 and GB300 superchips, which were the top results available at the time.

According to OpenAI, Jalapeño delivered 1.5 to 1.9 times more AI work per watt across GPT-OSS 120B, DeepSeek R1, and Kimi K2.5 1T models. It also achieved 1.7 to 3.6 times lower end-to-end latency.

The chip is designed specifically for AI inference rather than model training. OpenAI plans to begin deploying it in its infrastructure later this year, with production expected to ramp in 2027. The company is also developing second- and third-generation versions.

Skepticism on Nvidia Replacement Narrative

Newman pushed back against the growing narrative that custom chips will immediately displace Nvidia hardware. He described the "$NVDA killer hyperbole" as "exhausting" and called OpenAI’s assertion of "inference supremacy" a "massive claim."

He emphasized the need for external benchmarks before accepting the hype. A key limitation noted is that Jalapeño’s published comparison was against Nvidia’s GB200 and GB300 systems, not the newer Vera Rubin generation.

OpenAI has stated it will continue using Nvidia and other accelerators, suggesting Jalapeño aims to diversify computing infrastructure rather than replace Nvidia hardware immediately.

Market Reaction

Broadcom closed at $356.74, down 0.56% on Tuesday. Its shares were up 0.54% to $358.68 in Wednesday’s premarket trading. According to Benzinga Edge Rankings, AVGO ranks in the 94th percentile for Quality, though its price trend remains negative across short, medium, and long terms.

Broadcom Inc (NASDAQ: AVGO) is discussing a financing package with lenders that could total up to $100 billion. The proposed structure aims to support the AI infrastructure buildout for customers including Anthropic, while deepening its competition with NVIDIA Corp (NASDAQ: NVDA) for AI spending.

The financing discussions involve a complex debt structure designed to secure investment-grade ratings and lower borrowing costs through corporate guarantees.

Financing Structure Details

According to people familiar with the matter, the package could include $60 billion to $70 billion of senior secured debt and roughly $30 billion of junior debt. Bloomberg reported on Thursday that Broadcom is exploring this massive capital raise.

Under the arrangement, a special-purpose vehicle would issue the debt. Broadcom would guarantee a portion of the senior tranche to enhance credit quality. The talks remain ongoing, and the financing could roll out in stages rather than all at once.

Strategic Partnerships and Capacity Goals

Blackstone Inc (NYSE: BX) and Apollo Global Management Inc (NYSE: APO) are discussing participation in the financing. This follows their June partnership with Broadcom to fund AI computing infrastructure.

Their earlier AI XPV transaction raised $35 billion to purchase custom Broadcom AI chips for leasing to Anthropic. Broadcom backstopped most of that debt, helping the senior tranches secure investment-grade ratings. The broader partnership plans to finance more than 20 gigawatts of computing capacity, requiring hundreds of billions of dollars in investment.

Revenue Outlook and Customer Base

Broadcom’s CEO stated in March that the company expects AI chip sales to exceed $100 billion next year. This projection underscores management’s expectations for continued AI-driven growth.

The company is expanding its customer relationships beyond Anthropic. Its agreement with Apple Inc (NASDAQ: AAPL) is expected to exceed $30 billion and run through 2031. Broadcom has also secured agreements to develop custom AI chips for companies including OpenAI.

Balance Sheet Context

As of May 3, 2026, Broadcom held $19.63 billion in cash and cash equivalents. The company held $62.66 billion in long-term debt at that time. The new financing discussions represent a significant expansion of leverage relative to current cash positions.

What the Numbers Show

The proposed $100 billion financing package is approximately 5.1 times Broadcom’s reported cash position of $19.63 billion. This scale suggests the company is leveraging its balance sheet strength and credit guarantee capabilities to unlock capital for third-party infrastructure projects, rather than funding internal operations directly. The reliance on a special-purpose vehicle indicates a strategy to isolate risk while supporting customer adoption of its custom silicon.

Market Reaction and Analyst Views

Broadcom shares were up 0.83% at $367.06 during premarket trading on Friday. Nasdaq futures were up 0.34% while S&P 500 futures gained 0.26%. The stock carries a Buy rating with an average price forecast of $513.68.

Recent analyst moves include:

• Erste Group: Downgraded to Hold (July 7)
• UBS: Buy (Lowers Forecast to $485.00) (June 4)
• B of A Securities: Buy (Raises Forecast to $530.00) (June 4)

AVGO holds significant weight in major technology ETFs:

• iShares Semiconductor ETF (NASDAQ: SOXX): 8.12% weight
• iShares Expanded Tech Sector ETF (NYSE: IGM): 7.71% weight
• First Trust NASDAQ Technology Dividend Index Fund (NASDAQ: TDIV): 8.05% weight

Significant inflows or outflows from these funds may influence trading volume due to automatic buying or selling requirements.