
Five Nano Banana 2 prompts we actually ran, the real first-attempt images, a head-to-head with GPT Image 2, and eight copy-paste templates.

[what it is] of [subject] [where it is], [lighting], [style or mood]
That is it. No weights, no magic words. Nano Banana 2 understands plain sentences well, and the clearer each of those four parts is, the closer the first image lands.
a cinematic photo of a red vintage bicycle leaning against a sunlit brick wall, shallow depth of field, golden hour light

What happened: Nano Banana 2 went beyond the brief: it added a cobbled street, people in the background and a flower basket on the handlebars. Beautiful light, but more scene than we asked for.
See the same prompt on GPT Image 2.
a product photo of matte black wireless headphones on a stone pedestal, soft studio lighting, gentle shadow, premium ecommerce style

What happened: Clean and believable. Cool grey tones, a rough stone plinth and a soft shadow. This is usable as a store hero image as is.
See the same prompt on GPT Image 2.
a minimalist poster that says COFFEE FIRST in bold serif type, cream background, small steaming cup icon below the text

What happened: Spelled perfectly, in a heavy display serif, with a neat line-art cup. It rendered the design as a printed card on a wall rather than a flat poster file.
See the same prompt on GPT Image 2.
a detailed watercolor illustration of a fox reading a book under a giant mushroom in an autumn forest, warm colors

What happened: The richest image of the set: scarf, lantern, satchel and a legible book cover reading "Forest Tales, Chapter 5" that nobody asked for. Strong at storytelling detail.
See the same prompt on GPT Image 2.
an isometric illustration of a cozy home office with a wooden desk, monitor, plants and warm evening lighting, soft pastel palette

What happened: Nailed the brief. True isometric cutaway, soft pastel palette, string lights and a night window. Reads like a polished line illustration.
See the same prompt on GPT Image 2.
We ran the identical five prompts on OpenAI's GPT Image 2 for a direct comparison. Short version:
| Prompt | Nano Banana 2 | GPT Image 2 |
|---|---|---|
| Photo (bicycle) | Richer scene, added people and props | Closer to the literal brief |
| Product shot | Clean, cool tones | Clean, warm tones (tie) |
| Typography poster | Perfect spelling, shown as a print on a wall | Perfect spelling, flat print-ready layout (edge) |
| Illustration | Far more detail and storytelling (edge) | Simpler, poster-like |
| Isometric scene | Followed the pastel brief (win) | Ignored the pastel palette |
Neither model won outright. Nano Banana 2 is the storyteller, GPT Image 2 is the literalist. Full set: GPT Image 2 prompts.
These templates use the same formula as the tested prompts above. Swap the brackets for your own details.
a product photo of [your product] on a [marble / wooden / stone] surface, soft studio lighting, gentle shadow, premium ecommerce style
a lifestyle photo of [your product] being used in a bright [kitchen / office / living room], natural window light, shallow depth of field
a minimalist poster that says [YOUR TEXT] in bold [serif / sans serif] type, [color] background, small [icon] below the text
a square social media graphic with the headline [YOUR HEADLINE], clean layout, [brand color] accents, plenty of white space
a detailed watercolor illustration of a [animal] [doing something] in a [place], warm colors, storybook style
an isometric illustration of a [room / workspace / store] with [3 key objects], soft pastel palette, clean line art
a cinematic portrait of a [person description] in a [setting], golden hour light, shallow depth of field, 85mm lens look
place this product on a [new background], keep the product exactly the same, match the lighting and shadows
Paste any prompt into the Gemini app's Create images tool, or in Krater type /image, pick Nano Banana 2 and paste. Step-by-step with screenshots: How to use Nano Banana. Want to reuse a look you found online? Krater's free image to prompt tool turns any image into a prompt you can edit.
The useful part of running prompts in Krater is that one click reruns the same prompt on GPT Image 2 or another model, which is exactly how we built the comparison above. More on the model: Nano Banana 2 on Krater.
We build Krater, so weigh the Krater parts accordingly. Every image in this post was generated by us, not pulled from a press kit.
One sentence with subject, setting, light and style, in that order. For example: a product photo of [item] on [surface], soft studio lighting, gentle shadow, premium ecommerce style.
Yes. These are plain-language prompts with no Krater-specific syntax. Paste them into the Gemini app's Create images tool and you will get similar results, though every generation is a little different.
Yes, and well. Our COFFEE FIRST poster was spelled perfectly on the first attempt. Put the exact words in capitals or quotes and keep it short.
Nano Banana 2 fills scenes with plausible detail. That is great for storytelling and annoying for clean product shots. Add what you do not want, such as "no people, plain background".