Rising DRAM Costs Squeeze Cloud Capex — NVIDIA Reportedly Holds “VVP” Edge in Memory Supply

What happened

Hyperscale cloud operators are being hit by a sharp rise in DRAM prices that is eating into capital expenditure, and one vendor appears largely insulated. It has been reported that memory procurement now accounts for as much as 30% of total infrastructure spending at some cloud providers, according to analysis from SemiAnalysis and supply‑chain reporting cited by Phoenix New Media (ifeng, 凤凰网). The DRAM shortage has spilled over into AI and consumer markets, driving up spot and contract prices with few immediate alternatives.

Supply dynamics and NVIDIA’s advantage

The surge in memory demand is driven by two trends: pooled memory architectures connected via CXL switches at the rack level, and an uptick in custom chip and rack projects for AI workloads. SemiAnalysis warns that memory’s share of infrastructure cost could climb further into fiscal 2027, suggesting the short‑term shortage will not abate. It has been reported that NVIDIA enjoys a Very Very Preferred (VVP) customer status in the DRAM supply chain, giving it both capacity and pricing advantages — a finding that aligns with NVIDIA CEO Jensen Huang (黄仁勋)’s earlier comments that the company foresaw demand and secured wide supply agreements in advance.

Why it matters

NVIDIA’s reported preferential access is not limited to DRAM; analysts say the company also holds advantageous positions in advanced packaging and other semiconductor supply‑chain nodes critical to AI deployments. That advantage has strategic implications amid U.S.–China tech competition and export‑control pressures: who controls scarce capacity will shape which cloud providers and regions can scale AI fastest. For hyperscalers facing skyrocketing memory bills, the question is stark — can rivals and cloud customers mitigate rising costs, or will NVIDIA’s supply leverage deepen its lead in the AI stack?