Match image and video generation models to your GPU. VRAM scales with a resolution and batch guess — not a measured bench.
Limited data: resolution and batch scale a FP16 VRAM guess. Seconds-per-image is a heuristic, not a benchmark.
In plain English: size a GPU for image or video generation at your target resolution and batch size.
Find the right GPU for your creative workload, or rent cloud compute for high-resolution batch processing.