Scenario Tests 40-Edit Image Drift

The real test is not one-shot beauty; it is whether creative intent survives a long production chain.

• –Recursive editing exposes compounding changes in characters, composition, text, and style.
• –Separate image chains make the comparison more meaningful than switching models mid-workflow.
• –Forty edits better mirrors real creative iteration than a single benchmark prompt.
• –Scenario’s advantage is model access and workflow orchestration, not necessarily owning the strongest image model.
• –Without published prompts, outputs, scoring criteria, or controls, this remains a useful directional comparison rather than a definitive benchmark.