Bullish

HBM4 Cost Doubling Lifts Rubin GPU Price to $80k While NVIDIA Retains 75% Margin

2026-07-28 18:57:31

Rising HBM4 costs push NVIDIA Rubin GPU prices to $78k-$80k, yet the company maintains 75%-80% gross margins. Custom ASIC HBM costs also surge, reinforcing NVIDIA's pricing power and competitive moat in AI infrastructure.

Woofun AI data shows that HBM4 costs are projected to rise from $17-18/GB for HBM3e to $31-32/GB by 2026, increasing the price of NVIDIA's Rubin GPU to approximately $78,000-$80,000. Despite this cost escalation, NVIDIA is expected to sustain gross margins between 75% and 80%, demonstrating unshaken pricing power and cost pass-through capabilities. Custom ASICs utilizing HBM may face even higher costs, reaching $35-36/GB, with overall HBM expenses doubling by 2027.

Fubon Securities maintains optimism regarding AI market demand, noting that token costs remain a primary driver for cloud service provider capital expenditure despite inflation concerns. NVIDIA's new rack architecture will utilize the same number of compute chips, employing cables for intra-rack Scale-up and NPO/CPO for inter-rack Scale-out.

Meanwhile, Google plans to deploy 12-15 million TPUs by 2028, doubling capacity consumption from 2027 levels. Intel's EMIB capacity is set to reach 24,000-25,000 wafers monthly by late 2027, while TSMC will prioritize CoWoS expansion over SoIC growth.

WOOFUN AI

Impact Assessment · Quick Read

The doubling of HBM costs signals a structural shift in AI hardware economics, yet NVIDIA's ability to maintain high margins suggests its ecosystem lock-in remains robust. This pricing power differentiates NVIDIA from competitors facing similar supply chain pressures, potentially widening the gap between proprietary GPUs and custom ASICs. Investors should monitor TSMC's capacity allocation, as prioritizing CoWoS over SoIC could impact the rollout timelines of rival architectures.
Generated by WOOFUN AI · For reference only, not investment advice

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