Inconsistent results typically stem from unclear reference images, overly complex prompts, or low-quality source images. First, verify your character reference is well-lit, shows the face clearly, and has minimal obstructions like sunglasses or heavy shadows. Simplify your prompt to focus on key elements rather than describing every detail. Try uploading a higher-resolution reference image. If issues persist, experiment with different phrasings in your prompt or try a cleaner source image with less background complexity. The model performs best when given clear, unambiguous inputs. For comparison,
OpenAI GPT Image 2 Edit offers different editing approaches that may handle certain edge cases differently.