This report benchmarks GPU options for deploying Scope’s real-time video diffusion inference pipelines, focusing on performance (FPS), VRAM fit / OOM risk, and cost-efficiency across multiple resolutions (320×576 up to 768×1344) and four pipelines: reward-forcing, longlive, streamdiffusionv2, and krea-realtime-video