The technology behind GPT Image 2.5
How the model works, based on public documentation and sourced evidence.
GPT Image 2.5 is OpenAI's September 2026 image model, published as a September 8, 2026 snapshot, and it ships as two variants that share one interface: Flare and Sunburst. Flare is the quick one, returning an image in about half the time GPT Image 2 took, and OpenAI names it the default for most applications. Sunburst is the more precise editor of the two and takes longer to render. Both sit on the same price tier, so the choice is speed against editing accuracy rather than budget.
Three things are what OpenAI puts forward. Text placed inside quotation marks is rendered word for word, so interface copy, signage and packaging lines come back as typed. Editing is local: name one element and that element changes while the rest of the frame is left where it was. And composition takes several reference images at once, with the prompt assigning each one its own role. OpenAI's own showcase runs through interface design, portraits, editorial print, graphic design, food photography, architectural visualisation, illustration, and packaging and ecommerce imagery.
In the API a quality setting runs from low up to max and governs both token use and how long a render takes. Size is given either as an aspect ratio or as pixel dimensions whose edges are multiples of 16, with total pixels between 655,360 and 8,294,400. When several images are edited together, a mask applies to the first of them. Transparent backgrounds and streamed partial images exist in the API as well, and OpenAI's prompting guidance leans on naming the subject, the setting and the treatment plainly instead of stacking adjectives.
On Vidney the two variants share a single page with a switch between them. Text to image and image to image are both open, with up to 4 reference images, in 1:1, 4:3, 3:4, 16:9 and 9:16, at 1K, 2K or 4K, where 4K works out to roughly 8.3 million pixels and stands 3840 across at 16:9. Quality is fixed at the middle step, and transparent backgrounds, masked editing and the higher quality steps are not open here. Text to image starts at 3 credits and image to image at 5, with 2K and 4K costing more than 1K.