If your edit doesn't match expectations, start by refining your prompt with more specific, descriptive language. Break complex edits into clear, sequential instructions and use your negative prompt to explicitly exclude unwanted elements. Check that your source image is high-quality, well-lit, and features a clear subject—poor input quality limits editing accuracy. If issues persist, try simplifying your prompt to isolate which instruction is causing problems, then gradually add complexity. Sometimes, switching to a different model helps:
Qwen Image 2 Edit may interpret certain instructions differently, while
FLUX 2 Dev Edit excels at photorealistic edits. JAI Portal's side-by-side comparison feature lets you test the same prompt across multiple models to find the best fit for your specific editing style and requirements.