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Pick an image model family for the job

The image model families as of October 2026, what each does well, and how to shortlist two or three for your brief.

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Scenario has more than 750 models, and the right one depends on the job. This lesson narrows them down with the filters of the model library, tests a new model against the one you used before with Compare Images, then finds a different model for a second job: the same character, in a new scene, made from his image.

Quick version

  1. In the image panel, click the model's name, then View model library.
  2. Tick the job under Capabilities, what you start from under Input kind, and set Budget and Speed.
  3. Hover a model to read its details, then click Use this model.
  4. Generate with the same prompt and size, select both images and click Compare Images.
  5. For a new job, clear the filters and start again: the right model changes with the job.

Before you start

  • Have an image to compare against. This lesson tests models on the character from Generate images, made with GPT Image 2.5 Sunburst. Any image you made with a known prompt works.
  • Where it lives: Create › Images opens the image panel. The model sits at the top of the left column.
  • Three questions decide the model: what the job is, what you start from, and what you can spend. The model library has a filter for each.
  • Change one thing at a time. To judge a model, keep the prompt and the size the same, so only the model changes.

Step 1: Open the model library

In the image panel, click the model's name at the top, here GPT Image 2.5 Sunburst. A short list opens, with a search box, a row of icons to filter by what a model makes (images, video, audio, 3D and more), and each model's rank and typical time. At the bottom, click View model library.

The model list open in the image panel, with View model library at the bottom

The library opens as Choose a model: every model in Scenario, from Scenario, partners and your team. The filters on the left answer the three questions.

Step 2: Answer the three questions

What is the job? That's Capabilities: make an image from text, edit one, upscale it, remove a background, turn it into a vector, and more. Each capability shows how many models can do it. Click Show all to see the full list. The first job here is a character from a text prompt, so tick Text to Image.

What do you start from? That's Input kind. Here, just a prompt, so leave it. If you start from reference images, tick Image, then check in the model's details how many references it can use.

Output Kind set to Image, and Image under Input Kind

What is your budget? Under Budget and speed, Budget sets the maximum cost, from $ to $$$. For one great image, you can spend more. For lots of images, a cheaper model keeps the cost down. The Speed slider below sets how long a model may take to make an image, from seconds up to Any speed.

Text to Image ticked under Capabilities, with the Budget buttons and the Speed slider below

Every filter you tick shows as a chip above the list, with the number of models left.

Step 3: Try a new model

To see the most recent image models, tick New · last 30 days under Shortlists. With Text to Image still ticked, three models are left. Krea 3 is one of them.

Hover a model to see its details on the right:

  • Recommended: its rank. New models may show Not ranked.
  • Typical time: how long one image usually takes.
  • Cost: its cost tier, from $ to $$$. The exact cost shows on the Generate button.
  • A short description, its Input and Output, its capabilities, and Content samples made with it.

Krea 3 takes text only and makes polished images from detailed prompts, from editorial photos and products to anime, watercolor and pixel art. Click Use this model.

The library filtered to the new text-to-image models, with Krea 3's details on the right

To read everything about a model before you pick it, click View model details, or Browse in Model Hub at the bottom of the library.

Step 4: Generate with the same prompt and size

The prompt stays in the panel when you switch models, so only the model changes. The settings do change: each model has its own. For Krea 3:

  • Model: the engine. Berry (quality) is for quality, Jam for speed.
  • Image Size: match the image you compare against. The first image was 16:9, so pick 16:9 (1024x576).
  • Reasoning Level: leave it at Low. Raise it when a prompt packs in a lot of text or detail.
  • Negative Prompt and Seed: leave them empty.
Krea 3 with the same prompt and Image Size set to 16:9 (1024x576)

Click Generate. The cost shows on the button before you click.

Step 5: Compare the two images

When the Krea 3 image is ready, select it and the image from before: click the circle in the corner of each one in the Session. A bar appears at the bottom with 2 selected. Click Compare Images.

The selection bar: 2 selected, Select All, Clear and Compare Images

Compare Images opens on Side by Side, with each model's name under its image.

Compare Images, Side by Side: Krea 3 on the left, GPT Image 2.5 Sunburst on the right

Click Split to lay one image over the other, then drag the line to see what each model did differently: the build of the character, the shield, the light, the background.

Split view, with the line dragged across the character

Here, Krea 3 made a chunkier, more cartoon-like character, and GPT Image 2.5 Sunburst a taller, more detailed one. Neither is wrong: the one that fits your brief wins.

Check before you accept
Accept when

the model follows every part of the prompt you care about (subject, pose, framing, style), at the size you need, within your budget and time.

Reject when

it drops or changes something the prompt asked for, its style doesn't fit the project, or it costs or takes more than the job allows. Try the next model on your shortlist.

Step 6: Find a model for another job

The second job is the same character in a new scene, made from his image. The job and the input have changed, so the model has to change too.

  1. Open the model library again and clear the filters.
  2. You start from an image: tick Image under Input kind.
  3. The job is to edit it with a prompt: tick Edit with Prompts under Capabilities.

The list changes. Krea 3 is gone, because it only reads text. Nano Banana 2.1 generates and edits images with up to 14 references, and it keeps a character as he is. Click Use this model.

The library filtered to Input: Image and Edit with Prompts, with Nano Banana 2.1's details

Step 7: Add the reference and generate

  1. Open Reference images and click Select from Library.
  2. Pick the character from the first lesson and click Confirm. The image shows under Reference images.
  3. Replace the prompt with what changes, and what must stay.
Nano Banana 2.1 with the character under Reference images and the new prompt being typed

The prompt the film uses:

Text
The same character standing on a rocky canyon ridge at sunrise. Keep his armor, shield and pose.

Click Generate. The same character stands in a new scene.

The result: the same character with his shield, on a canyon ridge at sunrise

The Info panel next to the image shows the model, the prompt, the reference image and every setting, so you can reload the setup for the next version.

The Info panel: Nano Banana 2.1, the prompt, the reference image and the settings

The model library filters

FilterWhat it answersExample
CapabilitiesWhat the model doesText to Image, Edit with Prompts, Image Upscale, Remove Background, Vectorize, Pixelate
Output kindWhat it makesImage, Video, Audio, 3D, World, Text
Input kindWhat you give itText, Image, Video, Audio, 3D
ProviderWho made itScenario, Recraft AI, BFL, Ideogram, Krea and more
ShortlistsA ready-made selectionNew · last 30 days
BudgetThe highest cost tier you accept$, $$, $$$
SpeedThe longest typical time you acceptFrom seconds to Any speed

The search box at the top finds a model by name or provider.

Image model families compared

These are the models this lesson meets, with what their details and the Knowledge Center say they do best.

ModelStarts fromBest for
GPT Image 2.5 SunburstText or imagesDetailed, precise images
GPT Image 2.5 FlareText or imagesFast, high-quality everyday content, from social posts to product shots and quick concepts
Nano Banana 2.1Text, up to 14 references, or a videoKeeping a character or product as it is in new scenes; panoramic and very tall formats
Krea 3Text onlyPolished images from detailed prompts, with crisp text on posters, signs and labels
Ideogram 4.5Text or imagesPosters, logos and packaging with accurate text; edits with up to four references and a mask
Z-ImageText or imagesPhotorealistic images, with text in English and Chinese
MAI Image 2.5Text or imagesPhotorealistic generation and editing
Krea 2 LargeTextPhotograph-grade results with grain and motion blur
Krea 2 MediumText, style referencesA chosen illustrated or anime look
Recraft V4 SVG and V4 Pro SVGTextReal vector files (SVG) for logos and icons
Retro Diffusion PlusTextPixel illustrations, character portraits and scenes

Models come and go every month. Treat this table as a starting shortlist and check the library's New · last 30 days before a big project.

Tips for a fair test

  • Keep the prompt, the size and the image count the same. Otherwise you compare settings, not models.
  • Test on your real brief, not on the model's samples. A model that shines on landscapes may miss your character's details.
  • Shortlist two or three models, not ten. Generate each once, compare, and keep the winner.
  • Start with a base model. If none fits a project's style after a few tries, a trained model may be the answer. See Give a whole team one brand look.
  • Check what a model accepts. The details show its Input; a text-only model ignores reference images.

Common problems

What you seeWhat to do
The model you want isn't in the listA filter hides it. Clear the filters, or search by name
The library shows no modelsTwo of your filters exclude each other. Untick one
The new model ignores your reference imageIt only reads text. Filter by Input kind › Image and pick another
The two images can't be compared fairlyMatch Image Size and the prompt, then generate again
Compare Images doesn't showSelect exactly the images you want: the circle in each image's corner
The character changed in the new sceneUse a model built to keep a character, such as Nano Banana 2.1, and say what to keep in the prompt

What's next

You can pick a model for the job. Next, write prompts that get the most out of it in Write better prompts. For images with words in them, see Text and typography in images. To run a full model test for a team, follow Run a model shoot-out for your studio.

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