What makes Z-Image different
Most large image models use two streams for text and image. Z-Image uses a single-stream diffusion transformer at 6 billion parameters, which keeps it small enough for 16 GB consumer GPUs while producing photoreal results [1].
When to pick Z Image Base
Pick it for cheap photoreal drafts and for image-to-image where you want control over how much changes. For polished finals switch to Seedream 5.0 Pro; for text-heavy designs, GPT Image 2.














