What Happened

FactoryX deployed 7,656 NVIDIA B200 GPUs in Seoul, operating at full capacity, with 6,120 units reserved for government and research workloads under NIPA’s expansion program. NHN Cloud GPU pools are nearly sold out until year-end, reflecting global GPU shortages.

Who Is Affected

Government and research institutions dominate near-term revenue, accounting for almost 38% this year. Commercial clients rushed to reserve residual capacity, locking multiyear deals within weeks.

Market Impact

• Global GPU shortage pressures every cloud provider.
• NHN Cloud competes through aggressive utilization tools like GPU Live, promising sub-second provisioning and auto-scaling.
• Enterprises report idle H100s due to overestimated model sizes, prompting rightsizing and multi-cloud strategies.

What to Watch

NHN Cloud plans to expand into Japan by 2027, positioning itself as a regional alternative to US hyperscalers. Enterprises should demand flexible SLAs, capacity headroom, and transparent cost dashboards to mitigate risks.