Nvidia Hit by 98% DRAM Price Surge; Broadcom Builds AI Chip in Nine Months
NVDA•DRAM prices jumped 98% in Q1 and may rise another 58–63% as memory suppliers prioritize AI chip customers like Nvidia, prompting Apple to raise MacBook and iPad prices by $200–$300. Broadcom engineered OpenAI’s custom Jalapeño AI inference chip in nine months, highlighting competition to Nvidia GPUs.
1. Memory Price Surge and Nvidia Positioning
Memory makers prioritized orders from AI chipmakers such as Nvidia, driving DRAM prices up 98% in the first quarter and forecasting another 58–63% increase this quarter. This shortage forced Apple to raise iPad starting prices by $100 and MacBook models by up to $300, underlining the growing cost pressures on consumer hardware tied to AI demand.
2. Broadcom’s Custom AI Chip Speeds Competition
Broadcom and OpenAI completed the design and tape-out of the Jalapeño AI inference chip in just nine months, a record pace in advanced semiconductor development. Although Broadcom earns fees rather than selling GPUs, the project underscores mounting pressure on Nvidia’s GPU hegemony as labs seek bespoke ASICs.
3. Amazon’s Trainium Growth Potential
Amazon is evaluating selling its Trainium AI chips to external customers, with CEO estimates pegging the business at a $50 billion run rate and potential to surpass $100 billion in coming years. This move could carve out a new competitor to Nvidia in the AI accelerator market and reshape cloud infrastructure dynamics.
4. Qualcomm’s Data Center AI Strategy
Qualcomm’s stock rose 54% from late March to late June after management unveiled AI inference-optimized SoCs and secured HUMAIN as a first customer for 2026 deployment. The push beyond handset chips illustrates a broader industry shift toward diversified AI hardware solutions that could alter Nvidia’s growth trajectory.
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