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Infrastructure capacity deficits keep hardware demand completely inelastic to double-digit price hikes.

Because AI workloads are severely supply-constrained rather than demand-constrained, leading hardware designers can implement massive price increases to protect their margins without triggering any reduction in buyer procurement.

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Nvidia capex
Nvidia's AI Capex Cycle Sustainability: Robust FY2028 Growth Guidance and the Gross Margin Reset

It shows that despite experiencing margin compression from supplier pricing, Nvidia can confidently plan price hikes to recover profitability because insatiable demand makes customers highly inelastic.

Nvidia capex
Big Tech's AI Capex Surpasses $800 Billion in 2026 on Track for $1.3 Trillion in 2027 as Nvidia Projects 70% Growth

Because data center and power expansions cannot keep pace with customer needs, hyperscalers face structural capacity deficits that compel them to keep buying hardware regardless of costs.

Nvidia capex
Nvidia's AI Margin Protection: $279 Billion Supply Commitments Face High Bandwidth Memory Cost Inflation as Free Cash Flow Drops on Extended Payment Terms

Severe capacity deficits enable the dominant chipmaker to seamlessly pass double-digit price hikes down to desperate hyperscale customers.