ComfyUI resizes an empty latent to the model's latent format only when the latent carries downscale_ratio_spacial, as core EmptyLatentImage sets it. Without it, models with 16x VAEs (Flux.2, Klein, MOSS-Image, Qwen-Image 2.1) sampled at twice the requested width and height.