USE CASES / IMAGE-VIDEO-GENERATION

GPU pricing for image and video generation

Diffusion workloads (image and video generation) are throughput-hungry but fit in modest VRAM: a 24 GB card runs SDXL and most video pipelines, and Ada/Blackwell tensor cores speed every step. Cost per generated asset is the metric, so consumer and workstation cards usually beat datacenter parts here.

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Serving instead? Inference-chip pricing.