An editing-focused candidate when your brief clearly separates what changes from what stays, with detailed scene instructions for text-to-image work too.
Where it shines
Targeted reference editing
The family emphasizes precise editing and subject preservation. Relevant tasks include changing a product's setting, replacing clothing or adding an object while describing the surrounding image that should remain.
Explicit scene relationships
Object counts, positions, materials and lighting can be written as a visual specification. This is a useful candidate for tabletop images, product arrangements and sketch-to-image concepts.
Text and design variations
The family supports headline graphics, layout translation and style transfer. Keep exact copy separate from decorative elements and assign each reference a clear role.
Where it is less suitable
Text placement, structured compositions and recurring brand elements can still drift. It is not a deterministic layer editor. Official Flare favors speed and Sunburst favors quality; our provider's generic 2.5 entry is not confirmed as either, so neither variant's advantage is promised here.
On this workspace
The current entry offers the 1K request tier, automatic quality and standard ratios. That is a site limitation, not the official family's resolution ceiling. Flare/Sunburst selection, 4K and transparent output are not available here.
Choose another model when…
- Nano Banana 2.1 — You need this site's 2K/4K tiers or extreme banner ratios.
- Nano Banana Pro — Your focus is a complex multilingual infographic rather than a narrow reference edit.
A brief that plays to its strengths
Write the edit as two lists: change the background and surface; preserve the bottle, cap, material and viewing angle. Upload the existing picture and avoid introducing an unrelated new style in the same request.



