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Home » OpenAI Targets 30GW AI Compute Buildout by 2030

OpenAI Targets 30GW AI Compute Buildout by 2030

April 23, 2026
in AI Infrastructure
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OpenAI is scaling its global compute infrastructure toward 30GW by 2030, underscoring the rapid escalation in power and data center capacity required to support advanced AI systems. A new company graphic shows available compute growing from roughly 0.2GW in 2023 to an estimated 1.9GW in 2025, with a stated January 2025 commitment of 10GW and more than 8GW already identified. The trajectory implies sustained multi-year investment in hyperscale AI infrastructure, with compute capacity expanding at approximately 3x year-over-year.

The roadmap reflects a shift toward “compute as core infrastructure” for AI development, where access to power, cooling, and high-performance interconnects becomes a primary constraint. OpenAI’s long-term planning suggests a move beyond incremental scaling toward coordinated, multi-region deployments capable of supporting globally distributed AI systems and real-time inference at scale.

  • Targets 30GW of AI compute capacity by 2030
  • ~10GW committed as of January 2025, with 8+GW already identified
  • Estimated growth from ~0.2GW (2023) to ~1.9GW (2025)
  • Approximately 3x year-over-year expansion in available compute
  • Focus on supporting large-scale training, inference, and agentic AI workloads
  • Increased reliance on hyperscale data centers and ecosystem partnerships
  • Infrastructure constraints shifting toward power, cooling, and network throughput
Tags: OpenAI
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Jim Carroll

Jim Carroll

Editor and Publisher, Converge! Network Digest, Optical Networks Daily - Covering the full stack of network convergence from Silicon Valley

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