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Image generation
Trying ideas with Nano Banana 2 Lite at a low credit cost is a sensible starting point. Once the composition works, moving to Pro or GPT Image 2 avoids spending premium credits on early drafts. This is especially useful when a team needs many variations.
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Adding a product or character image as a reference helps keep its appearance consistent across outputs. That is useful for campaigns and recurring content. If the reference itself is weak, improving the source image will do more than repeatedly changing the prompt.
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GPT Image 2 is a useful option when a poster, package or interface mockup needs readable text. It need not be used for every draft; reserve it for the final text-heavy image. Read every generated word before publishing.
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Nano Banana Pro's 4K upscaling option is a useful distinction for high-resolution work. Refine a draft on a cheaper model and produce the final image on Pro to balance credit use. Extra pixels alone will not repair a weak source composition.
Read the source guideImage generation
Different models cover square, portrait and landscape outputs, which helps with social publishing. They do not all support the same ratios. Decide the destination format before choosing a model to avoid paying for a second render.
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Using six image models under one balance allows drafting and final rendering without separate subscriptions. That appeals to small teams producing different kinds of visuals. Credit costs vary substantially, so check the selected model before each render.
Read the source guideImage generation
Assigning separate roles to character, scene and style references can help with a complex campaign series. It is more deliberate than handing the model an undifferentiated image list. Setup takes care, but the control is worthwhile for recurring characters.
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Grok Image is a useful option when a project needs ratios such as 2:3 or 3:2 outside the Nano Banana family's usual choices. Model variety helps with delivery formats as well as looks. Define the placement first to avoid unnecessary rerenders.
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The price gap between the cheapest and most expensive image models makes low-cost drafting a strong strategy. A shared balance makes that strategy easy to follow. For a series of images, calculate the model cost up front to avoid surprises.
Read the source guideImage generation
A product reference can help preserve its shape and label while changing the setting. That is valuable for ecommerce and campaign sets. Compare the final output against the original photograph whenever exact product details matter.
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