GPT Image 2 Model to generate and edit product photos
OpenAI Image models Upgrade to use openai/gpt-image-2
GPT Image 2 is OpenAI’s API image model for high-fidelity generation and instruction-based editing, focused on photorealism, precise text inside images, and reliable edits. It is best for designers, e-commerce teams, and developers who need usable visual assets and accurate on-image text in production pipelines.
What it can do
- Reads images and screenshots
What people use it for
E-commerce product photos
Turn a single studio shot into multiple product variants with consistent lighting, background swaps, and readable labels so listings match marketplace guidelines. Use image edits to keep the product’s shape and branding while changing color, background, or style.
Ad creative and banner images
Create campaign-ready banners and A/B variants with exact text placements, clear logos, and predictable composition for ad platforms. The model preserves legibility of slogans and packaging copy that matter for conversion testing.
UI mockups and documentation art
Generate interface screenshots, diagrams, or poster-style assets where on-image text must stay accurate and layouts must follow instructions. Use edits to iterate quickly on spacing, icons, or labels without reworking the whole image.
Why it is worth it
- Photoreal rendering with coherent lighting and materials.
- Stronger instruction following for scoped edits and layout control.
- Better text rendering inside images for signs, labels, and packaging.
- Works via API for automated generation or image-editing pipelines.
Questions people ask
What types of images is GPT Image 2 best for?
GPT Image 2 excels at photoreal product shots, packaging, posters, and any image where on-image text and layout need to stay accurate. For heavily stylized painterly art you may prefer other models.
How does billing work on Katteb for this model?
Katteb charges per generated or edited image in credits. For GPT Image 2 each image costs 56 Katteb credits; billing reflects actual model usage per image rather than a flat monthly fee.
Can I upload a photo and keep the person or product identical while changing background or style?
Yes. Provide the reference image with clear instructions and, when needed, a mask. GPT Image 2 is designed to preserve subject identity during scoped edits, though results depend on prompt clarity and reference quality.