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Nvidia Solidifies AI Compute Lead as Revenue Soars and New Risks Emerge

Market demand for integrated GPU-based systems is driving record revenue growth as Nvidia expands into CPUs and builds an ecosystem that is reshaping the data-center supply chain.

Overview

  • Nvidia reported a record fiscal second-quarter with $96.2 billion in revenue and $89 billion from data-center sales, and CEO Jensen Huang said the company targets roughly 70% revenue growth next year.
  • The company is packaging GPUs, its Grace and Vera CPU families, networking and partner financing into full data-center platforms to lock in customers and capture higher system revenue.
  • Rising costs and bottlenecks in high-bandwidth memory, advanced packaging and infrastructure are squeezing margins and slowing how fast customers can deploy new AI clusters.
  • Major customers remain large Nvidia buyers but are publicly hedging: OpenAI said it will diversify suppliers while still holding multiyear Nvidia compute commitments, and hyperscale cloud providers are developing custom accelerators.
  • Nvidia is extending its influence with multibillion-dollar investments in partners and strong OEM demand, exemplified by Dell’s $95 billion AI server backlog, even as AI-safety warnings and a DOJ probe add regulatory and reputational uncertainty.