GPT Image 2 AI Image Generator and Editor

Its defining trait is instruction fidelity. Many models capture the mood of a prompt but quietly drop details; GPT Image 2 is built to respect counts, positions, labels and hierarchy, which is why designers lean on it for layouts that carry information — infographics, menus, comparison charts, event posters and UI mock-ups. Legible in-image English is part of that package: short headlines, product names and button labels usually come out spelled correctly.

The second difference is editing discipline. When you supply a reference and ask for "replace the mug with a glass, keep everything else", GPT Image 2 tends to preserve lighting, composition and untouched objects. That makes it a safer choice for iterative client work than models that re-imagine the entire frame on every pass. Compared with its newer sibling GPT Image 2.5, it is the established, well-understood option: the same member price at 1K, with behaviour many teams have already tuned their prompts around.

• Prompt-faithful composition — multi-part instructions, object counts and placement are followed closely.
• Readable in-image text — headlines, labels, signage and simple chart annotations.
• Reference-guided image-to-image — attach images to steer subject, style or layout.
• Targeted edits — change a selected concept while protecting the rest of the picture.
• Flexible framing — the model accepts many aspect ratios plus automatic sizing.
• Low member cost — 2 credits per 1K image (non-member daily trial at 6 credits; 2K/4K follow an aspect-ratio matrix).

1. Select GPT Image 2 in the model picker; make sure the panel shows it rather than the free default.
2. Write the brief like an art director's checklist: subject, layout, exact text in quotes, colour palette, style. Numbered instructions work well — "1) title at top, 2) three icons in a row, 3) footer with date".
3. To edit, upload the source image as a reference and describe only the change, then add "keep everything else unchanged".
4. Pick the aspect ratio that matches the destination — 4:5 or 3:4 for feeds, 16:9 for slides, 9:16 for posters on phones.
5. Generate, check the text letter by letter, and re-run with a corrected phrase if a word slips. Members can request up to four outputs at once to compare layouts.

GPT Image 2.5 is the newer OpenAI generation (September 2026) with stronger photoreal labels and steadier step-by-step edits at the same 2-credit member price — try it when a GPT Image 2 result is close but product text or realism needs another notch. Stay on GPT Image 2 if your prompts are already tuned for it or you want its well-known layout behaviour. Choose Seedream 4.5 when the deliverable must be 4K and you are combining many reference photos for an e-commerce catalogue.