GPT Image 2 AI Image Generator & Editor

Create and edit images with GPT Image 2 in Magic Hour. Use it for strict prompt adherence, natural-language edits, marketing comps, and detail-heavy visuals up to 4K.

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60M+ AI images generated

1M+ people use Magic Hour every month

Use GPT Image 2 API:

Fast, easy, and scalable

Brand poster

View prompt

Minimalist poster for a coffee brand called "Northbeam Coffee": a single coffee cup casting a long shadow, bold sans-serif headline "Wake Up Brighter", cream background with burnt orange accents

GPT Image 2 example: two models in pastel suits standing in an empty swimming pool

Fashion editorial

View prompt

Fashion editorial photo of two models in coordinated pastel suits standing in an empty swimming pool, symmetrical composition, soft overcast light, magazine quality

GPT Image 2 example: library where a waterfall of pages pours from the shelves into a lake

Surreal scene

View prompt

A surreal library where the bookshelves turn into a waterfall of pages pouring into a calm lake, warm afternoon light, photorealistic

GPT Image 2 example: white-bearded sea captain by a lantern in a wooden ship cabin

Cinematic portrait

View prompt

Cinematic portrait of an old sea captain with a white beard in a wooden ship cabin, lantern light, deep shadows, rich textures, 35mm film still

GPT Image 2 example: woman whose hair turns into flowers and butterflies

Surreal portrait

View prompt

Surreal portrait of a woman whose hair turns into blooming flowers and butterflies, soft pastel background, delicate detail, fine art photography

GPT Image 2 example: four-panel manga of a cat chasing a falling leaf with speech bubbles

Manga comic

View prompt

Four-panel black and white manga comic of a cat trying to catch a falling leaf, speech bubbles reading "Mine!", "Almost...", "Huh?" and "Next time.", clean screentone shading

GPT Image 2 example: How Coffee Is Made infographic with five numbered steps

Design infographic

View prompt

Clean infographic titled "How Coffee Is Made" with five numbered steps: Harvest, Dry, Roast, Grind, Brew, each with a simple flat icon, warm brown palette, clear readable labels

GPT Image 2 example: woman in a yellow raincoat on a rooftop above city lights

Night portrait

View prompt

Night portrait of a young woman in a yellow raincoat on a city rooftop, glowing city lights behind her, soft flash on her face, moody blue tones

How to evaluate GPT Image 2

A practical decision guide based on Magic Hour's current product support and the questions creators ask when comparing models.

Best fit on Magic Hour

Detailed briefs, exact on-image text, natural-language editing, and polished finals where up to 4K output matters.

Consider another model when

Use Flux 2 Klein for inexpensive drafts, or Nano Banana 2 when faster broad iteration matters more than the most editorial final composition.

Three useful first-run tests

Use the prompts below to test the failure modes that matter before committing to a larger batch.

Exact campaign copy

“Create a square product ad with the exact headline "MOVE LIGHT" and exact caption "12 HOURS COLD". Add no other text.”

Check spelling, extra copy, hierarchy, product geometry, and whether the text remains usable at thumbnail size.

Localized product edit

“Change only the bottle from red to cobalt blue. Preserve its shape, label, highlights, shadows, background, and camera angle.”

Check edit boundaries, reflections, small label details, and any unrequested changes outside the bottle.

Dense brief adherence

“Editorial office photograph: three designers around one table, red notebook at left, silver laptop centered, green plant behind, morning side light.”

Check subject count, object placement, hands, spatial relationships, and coverage of every requested detail.

These prompts are evaluation recipes, not controlled benchmark results. Run the same prompt and settings across models before drawing a conclusion.

Nano Banana 2 vs GPT Image 2 vs Flux 2 Klein: same-prompt test

A first-party, same-prompt sample for checking composition and exact text. This is one run per model, not a benchmark or a claim about every output.

Prompt used
“Premium square editorial advertisement for a cobalt-blue reusable water bottle on a pale stone pedestal, sunrise desert background, exact headline MOVE LIGHT and exact small caption 12 HOURS COLD, clean modern art direction, realistic materials, no other text”

Nano Banana 2 output from the shared product advertisement prompt — Nano Banana 2
Rendered both requested lines exactly and kept the product centered in a conventional hero composition.
This 1K request used 100 Magic Hour credits.
Try Nano Banana 2 Read official model documentation

GPT Image 2 output from the shared product advertisement prompt — GPT Image 2
Rendered both requested lines exactly and chose the most editorial, split-layout composition of this run.
This 1K request used 100 Magic Hour credits.
Try GPT Image 2 Read official model documentation

Flux 2 Klein output from the shared product advertisement prompt — Flux 2 Klein
Rendered the headline, but added an unrequested claim and altered the requested caption.
This 1K request used 5 Magic Hour credits.
Try Flux 2 Klein Read official model documentation

Generated August 30, 2026. One 1:1 image at 1K from each model through the Magic Hour API. The first returned output from each request is shown without rerolling. Re-run the prompt before making a production decision because generative results vary.

Trusted by teams at

How To Create and Edit with GPT Image 2

Three simple steps to generate or refine images with GPT Image 2 in Magic Hour

1
Write a detailed brief
Describe the image to create, or upload an image and list the edits. Include exact text, object placement, and details that must stay unchanged.
2
Continue with GPT Image 2
Continue to the signed-in workspace with GPT Image 2 selected. Your prompt and uploads carry over; output settings are available there.
3
Check the result against the brief
Review requested words, objects, layout, and edit boundaries. Refine the prompt and generate another version when needed.

Create with GPT Image 2

Why Teams Reach for GPT Image 2

Precise prompt execution, trustworthy edits, and both flows in one workflow.

Creative director reviewing AI-generated comps

Brief-faithful generation

Strong instruction following — even with a stakeholder checklist.

Editing that listens

Iterate on existing shots with natural-language edits, not rebuilds.

Resolution headroom

Scale through 4K when print or hero placements call for it.

Designer tweaking AI artwork on a tablet

One model, two modes

Switch between fresh generations and surgical edits in one place.

Templates when you want speed

Pair GPT Image 2 prompts with Magic Hour templates for a faster first mile.

Explore Templates

How GPT Image 2 Compares to Other Image Models

	GPT Image 2 THIS MODEL	Nano Banana Pro	Nano Banana 2	Seedream 4.5	Z-Image Turbo	FLUX Schnell
Best for	Strict prompts, premium edits, high-resolution finals	Maximum typography control and Google-native premium workflows	Fast balanced generation and editing with strong general knowledge	Consistency-heavy professional editing and typography	Fast photorealistic generation on a budget	Ultra-low-cost drafts and exploration
Prompt adherence	Excellent	Excellent	Excellent	Excellent	Strong	Good
Text rendering	Strong	Excellent	Strong	Excellent	Strong	Medium
Image editing	Excellent	Excellent	Excellent	Excellent	No	No
Multi-image references	Strong	Best in class	Strong	Strong	No	No
Photorealism	Excellent	Excellent	Strong	Excellent	Strong	Good
Speed / iteration	Medium	Medium	Excellent	Medium	Excellent	Excellent
Workflow fit	Premium OpenAI generation + editing stack	Google Gemini premium creative suite	Default fast all-around creator workflow	Professional editing & typography studio pass	Generation-only rapid concepting	Exploration and moodboarding

Create with GPT Image 2

What GPT Image 2 is best at

Where GPT Image 2 really shines: strong prompt adherence, natural-language editing, and premium-resolution output across generation and editing in one OpenAI model.

Strong prompt adherence

Tracks detailed prompts closely when they include composition, framing, or brand language.

Natural-language editing

Solid for adjusting lighting, wardrobe, backgrounds, or layout from a simple prompt — no rerolls.

Premium 4K output

Configurable at 640px, 1K, 2K, and 4K when finals need crisp detail rather than disposable thumbnails.

Generation and editing in one

One OpenAI model in Magic Hour for both fresh generations and prompt-led revisions.

Fast iteration loops

Generate up to four images per request to compare directions; editing returns one image per request.

Professional polish

Reliable for campaigns, ecommerce heroes, and pitch decks where "almost right" is not acceptable.

Frequently asked questions

GPT Image 2 is OpenAI's image generation and editing model in Magic Hour, listed under OpenAI in the model picker and tuned for strong prompt adherence plus editing. Use it for text-to-image runs and prompt-led changes in the AI Image Generator and AI Image Editor.

Use it when prompts are detailed, when edits should track the brief closely, or when you need higher-resolution buckets — for example marketing visuals, ecommerce heroes, and iterative reviews.

Yes. In Magic Hour, GPT Image 2 is available in both the AI Image Generator and the AI Image Editor, so you can iterate with natural-language edits (for example lighting, layout, wardrobe, or background changes) as well as generate new images.

Inside Magic Hour, GPT Image 2 is offered at 640px, 1K, 2K, and 4K buckets. Generation supports up to four images per run; the image editor returns one image per run. Credits scale with the resolution and image count.

Inside Magic Hour, on paid tiers a single image costs 50 credits at 640px, 100 credits at 1K, 200 credits at 2K, and 400 credits at 4K. Generation runs of 1–4 images scale linearly at each resolution (for example, four 640px images total 200 credits, four 1K images total 400 credits, four 4K images total 1,600 credits). The tool shows the exact total before you run.

Inside Magic Hour, GPT Image 2 supports 16:9, 9:16, 4:3, 3:2, 1:1, 4:5, and 2:3. In the image editor, automatic layout follows the closest supported aspect ratio of the uploaded image.

In Magic Hour's model configuration, GPT Image 2 is limited to paid subscription tiers (Creator, Pro, and Business), not the free quota.

Nano Banana models appear under Google in Magic Hour's picker; Seedream models appear under ByteDance. GPT Image 2 appears under OpenAI and is configured for both generation and editing in one model choice — compare descriptions in the selector and pick the provider whose strengths match your project.

Paid subscriptions, credit-pack purchases, and separately agreed paid usage-based billing arrangements include commercial-use rights. Users without one of these paid arrangements are limited to personal, non-commercial use. Images created with GPT Image 2 on Magic Hour can be used commercially, subject to our Terms.

If you need ultra-low-cost exploration, start in FLUX Schnell or Z-Image Turbo, then move winning prompts into GPT Image 2 for higher-resolution refinement or editing.