Qwen-Image-2.1 combines text-to-image generation, image editing, multilingual typography, native 2K output, and RGBA transparency in one model. We wanted to answer a practical question for researchers considering a 96 GB workstation-class GPU: what quality and speed can one NVIDIA RTX PRO 6000 Blackwell Server Edition actually deliver? On September 24, 2026, we ran 15 fixed-seed prompts through the official Diffusers pipeline. The set covered English and bilingual typography, portrait and p...