Prediction: This Semiconductor Stock Will Beat Nvidia in 2026


  • OpenAI is going to buy custom AI processors from Broadcom to power 10 gigawatts of data center capacity.

  • This is a big deal for Broadcom as it could ensure that its outstanding AI revenue growth continues.

  • Broadcom has outperformed Nvidia on the market this year and could sustain that momentum in 2026 thanks to the OpenAI deal.

  • 10 stocks we like better than Broadcom ›

Nvidia has been the dominant force in the global semiconductor industry thanks to its graphics processing units (GPUs), which have played a critical role in enabling the proliferation of artificial intelligence (AI) applications. The demand for Nvidia’s GPUs has been so solid in the past three years that Nvidia has now become the world’s largest company.

Nvidia continues to rule the AI data center GPU market, facing very little threat from its peers so far. Analysts are expecting its top line to jump by an impressive 58% in the current fiscal year to more than $206 billion. That’s quite impressive for a company of Nvidia’s size. The stock registered respectable gains of 34% on the market this year based on the healthy growth that the company continues to deliver.

However, Nvidia’s stock market performance has been overshadowed by Broadcom (NASDAQ: AVGO). Broadcom has appreciated 48% this year and looks set to end 2025 on a high note following recent developments. In fact, it won’t be surprising to see Broadcom stock outperforming Nvidia next year as well. Let’s see why that may be the case.

Image source: Nvidia.

So far, the majority of AI model training and inference has been carried out by Nvidia’s GPUs. GPUs are general-purpose computing chips with massive parallel computing power, making them ideal for quickly training AI models and moving them into production. OpenAI chose Nvidia’s A100 data center GPUs to train its popular chatbot ChatGPT three years ago.

Nvidia built upon its first-mover advantage and controlled an estimated 92% of the AI data center GPU market at the end of last year. However, the latest deal struck between OpenAI and Broadcom indicates that Nvidia’s influence over the AI chip market could wane. OpenAI will buy custom AI accelerators worth a whopping 10 gigawatts (GW) from Broadcom starting in the second half of 2026.

The deployment is expected to be completed by the end of 2029. This is a massive deal for Broadcom considering that it reportedly costs around $10 billion to build a 1 GW data center. Around 60% of the investment that goes into building a data center is allocated toward chips and other computing hardware, which would put Broadcom’s potential addressable market from each gigawatt of OpenAI’s deployment at $6 billion.



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