What Chicago GPU Servers Are Used For
Rendering & Media Production
GPU-accelerated rendering, video transcoding, and 3D workloads benefit from dedicated GPU access without contending for resources on a shared host.
Virtualization & VDI
Tesla and Quadro-class cards remain a common choice for GPU-pass through virtualization and virtual desktop infrastructure, where consistent GPU allocation matters more than peak throughput.
Development & Testing for AI/ML
Teams building and testing machine learning pipelines before scaling to production-grade hardware can prototype cost-effectively on this tier.
Game Server Hosting
Dedicated GPU resources support GPU-reliant game server hosting and streaming without the variable performance of shared cloud instances.