IO · 2026-10-27 09:50 UTC

GPU Procurement Strategy in 2026: Reserved vs. On-Demand When the Market Is Debt-Funded

Article discusses GPU procurement strategy for 2026, comparing reserved vs. on-demand contracts in a market where neoclouds finance capacity through debt and equity. Price spreads between short-term and long-term GPU contracts have widened significantly, making the commitment decision financially material. Framework recommends matching contract terms to workload predictability: longer commitments for predictable sustained workloads, flexible arrangements for unpredictable or bursty workloads.

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