Broadcom and OpenAI unveiled Jalapeño, a custom AI inference chip built in record time (nine months from design to manufacturing), validating Broadcom's strategy of co-designing bespoke silicon rather than selling standard products. Though the technical achievement is real and Wall Street analysts remain bullish, major institutional investors are rotating money into memory and GPU suppliers like Micron and AMD instead, likely because deployment does not begin until late 2026.
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Broadcom and OpenAI announced Jalapeño, a custom AI chip designed for large-language-model inference, which moved from design to manufacturing tape-out in nine months—the companies say the fastest such cycle ever in advanced semiconductors. OpenAI's own AI models helped speed up the design.
Why it matters
Broadcom's business model is to co-design custom chips for individual customers rather than sell off-the-shelf products like Nvidia. Jalapeño demonstrates the model can deliver a frontier chip quickly, giving every major AI lab a reason to design its own chip with Broadcom instead of only buying Nvidia GPUs. Performance per watt tested as substantially better than the current state of the art.
What to watch
Deployment is set for gigawatt-scale deployment with Microsoft and other partners starting late 2026. However, despite the win, AVGO's Chaikin Money Flow reads -0.006, signaling distribution (more money leaving than entering), while competitors Micron and AMD show positive accumulation; Wall Street remains unanimously bullish, with JPMorgan raising its price target to $580 from $500.
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