Guides6 min read
Nano Banana 2 vs GPT Image 2 for Creator Work
Choose between fast lifestyle iteration and stronger commercial instruction following.
Use fast models for feed volume
Lifestyle feeds benefit from rapid iteration. Keep a stable prompt structure, generate enough variations to identify drift, and select only scenes that preserve the creator.
Use instruction-focused models for products
Product and campaign visuals need cleaner object relationships, reliable placement, and stronger adherence to packaging and scene constraints.
Judge the workflow, not one image
The right model is the one that repeatedly produces usable outputs with the references and controls available in your workflow.
Put the guide into practice
Browse a pack and copy a prompt structure into your own workflow.