Real-time AI applications require consistent sub-100ms performance that multi-tenant cloud GPU instances can’t deliver. Explore how dedicated bare-metal H100/H200 clusters eliminate noisy neighbor effects, provide predictable pricing, and deliver the performance consistency needed for production inference systems.