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GPT Image 2.5 Flare: Fast Image Editing for Creators

openai/gpt-image-2.5/flare/edit

GPT Image 2.5 Flare helps you turn reference photos into creator assets, social posts, and product variations with faster iteration. Describe the change, guide what stays, and choose output up to 4K.

Image 1
Reference images to edit or combine, up to 16 images.
Output aspect ratio for the edited image.
Output resolution tier.
Rendering quality. Higher quality adds detail but costs more.
Output image file format.
Idle
Price per output image by quality x resolution (1K / 2K / 4K): low $0.019 / $0.029 / $0.039, medium $0.033 / $0.049 / $0.079, high $0.099 / $0.159 / $0.279, xhigh $0.169 / $0.279 / $0.489, max $0.369 / $0.609 / $1.009. Each additional reference image beyond the first adds $0.012.

Introduction to GPT Image 2.5 Flare

GPT Image 2.5 Flare is the speed-focused option for teams making frequent image revisions. On this RunComfy editing page, start with a photo and describe the version you need: a new backdrop, a different product setting, or a fresh visual for a social post. Use it to explore several directions before spending time on final polish.

GPT Image 2.5 Flare: Fast Editing for Everyday Content#


GPT Image 2.5 Flare is a practical starting point when your workflow involves many image variations. This RunComfy page edits uploaded images from written instructions, so you can work from an existing portrait, product shot, or visual concept.


Why choose Flare?#


OpenAI positions Flare around faster generation and iteration. For a creator or social team, that makes it a useful option for exploring backgrounds, seasonal treatments, and alternative compositions. Its value is the shorter feedback loop between an idea and an image you can review. Model details.


Where it fits#


  • Creator assets: Try a new setting for a profile photo or thumbnail while using the original person as the reference.
  • Social variations: Explore a launch visual in portrait, square, and landscape formats, checking the composition in each result.
  • Product content: Put the same item into different scenes for a listing, newsletter, or social post.
  • Concept exploration: Compare several visual directions before choosing one for detailed finishing.

Check faces, product shapes, and small text before using a result.


How to use it on RunComfy#


  1. Upload at least one reference image. A single clear source is a useful starting point; add other references only when they contribute something specific.
  2. Write the desired change and identify the details that matter in the source.
  3. Choose the aspect ratio for the placement. This page starts at 3:4, with 1K, medium quality, and PNG output.
  4. Generate and compare the result with the original. For a series of variants, keep the same source image so you can compare directions fairly.
  5. To revise a generated result, upload it as the source for the next run. Repeat the requirements you want to carry into the next edit.
  6. Try a higher quality or resolution setting when you have selected a direction, then review the new output again.

Example: Refresh a creator portrait#


> Use the uploaded portrait as the source. Replace the room behind the person with a pale blue studio backdrop. Keep the person's face, hairstyle, clothing, and pose. Leave space above the head for a headline that I will add later. Do not add text or extra objects.


This gives the model a concrete task and leaves final typography under your control. If the face or clothing changes, revise the instruction or return to the original source.


Flare, Sunburst, or GPT Image 2?#


Start with Flare when you need frequent revisions for creator, social, or product content. Try Sunburst when tighter editing control matters more than turnaround, such as a final campaign asset. OpenAI reports improvements over GPT Image 2 in reference preservation, lighting, texture, and editing reliability across the 2.5 family. Release announcement.


If you already use another image editor, compare it with Flare using the same references and instructions. Judge unwanted changes and usable outputs as well as visual appeal.


Available controls#


ControlCurrent optionsDefault
images1 to 16 reference imagesRequired input
promptWritten editing instructionRequired input
aspect_ratio1:1, 3:2, 2:3, 3:4, 4:3, 4:5, 5:4, 9:16, 16:9, 21:9, 2:1, 1:2, 3:1, 1:3, 9:213:4
resolution1k, 2k, 4k1k
qualitylow, medium, high, xhigh, maxmedium
output_formatpng, jpeg, webppng

Pricing#


Check the current RunComfy price for the selected settings before running. Quality, resolution, reference count, and output count can affect the total.


Prompting reference#


See the OpenAI image prompting guide for examples of reference-based editing. The controls above describe this RunComfy page; other interfaces may expose additional options.

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z-image/turbo/controlnet/lora

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gemini-3-pro-image-preview/edit

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flux-3/image

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gpt-image-2.5/sunburst/text-to-image

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Frequently Asked Questions

What is GPT Image 2.5 Flare best for?

It is the speed-focused choice for frequent image revisions, including creator assets, social content, and product photo variations. This RunComfy page starts from uploaded images and a written editing instruction.

Should I choose Flare or Sunburst?

Start with Flare when you want to explore and revise frequently. Choose Sunburst when more precise editing is the priority, such as finishing campaign artwork. Compare both on a representative image if the choice affects a larger project.

Can I use this page without uploading an image?

No. This editing page requires a prompt and at least one image. Use a text-to-image page when you want to create an image without a source.

How many reference images can I upload?

The current page accepts 1 to 16 reference images. Explain each image’s role, such as the main subject, setting, or visual style. More references are not automatically better.

What output settings are available?

Choose 1K, 2K, or 4K resolution; low, medium, high, xhigh, or max quality; and PNG, JPEG, or WebP. The current defaults are 3:4, 1K, medium, and PNG.

How do I make several social or product variations?

Reuse your original reference and change one part of the brief for each run, such as the setting or composition. Review the subject and product details in every version before selecting your final assets.

Will everything outside the requested edit stay identical?

Not necessarily. State the details that should stay, but inspect the result for unintended changes. For another revision, upload the chosen result and repeat the requirements that still matter.

How much does Flare cost on RunComfy?

Check the current RunComfy price for your selected quality, resolution, reference count, and number of output images before generating. The model name alone does not determine the final cost.

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Examples Of GPT Image 2.5 Flare Image Edit