Gemini 3 (w/ Nano Banana Pro) poor result

Question

It's not uncommon for Gemini 3 to produce the same image passed as the prompt, but with lower quality, without the changes indicated in the prompt. In other words, it doesn't do anything as indicated.
Despite the poor result, FireFly still takes the generative credits.
For privacy reasons, I can't provide more detailed examples (eg.: the prompt used and/or the reference image), but I'm sure (because it happened to me several times with Gemini 3) that it happened to others as well.
What do you think?

N8. · Accepted Answer

Hey @Milkoconlaelle

Just to add a bit more to what @daniellei4510 and @droopydog500 mentioned.

The process of prompting and getting the desired results ends up being a lot of trial and error.

Steps to take:
- Delete the images that are not working for you How to Delete multiple Files

- Open a new tab and start over or with a reference image: style or composition image.
- Keep in mind that high resolution images will give you better results.

- Use a different model

- Look at the gallery and see if there is an image that is somewhat similar to the desired outcome.

- Draw out the image (even a rough sketch can help.)

**Gemini 3** is a 3rd Party Partner Model: Not an Adobe Product.

>>Keep in mind that Adobe Firefly Models are commericially safe.<<
(You mentioned that this work is for a client.)

Cheers
Nate

daniellei4510 · Answer

This happens with Gemini 3 even on its own platform outside of Firefly. Sometimes, it will re-generate the same image from two or three generations back. The work-around appears to be not just a page refresh, but clicking the browser link itself to get back to a clean slate.

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