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Higher-control image generation for detailed visual work

GPT Image 2 AI Image Generator

GPT Image 2 is the model page for users who want tighter quality controls, richer prompt fidelity, and a more deliberate path to production-grade image output.

Quality tiersLayoutCommercial
GPT Image 2 high control AI image model hero visual
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GPT Image 2 quality tier control visual
Quality tiers

Quality tier control

Compare draft, balanced, and polished output paths with GPT Image 2.

Quality tier controls

Switch between standard, medium, and high quality to balance speed, cost, and output fidelity based on the task.

GPT Image 2 typography layout visual
Layout

Layout reasoning

Use GPT Image 2 when hierarchy, design structure, and text placement matter.

Detailed prompt response

A strong fit for prompts with layered art direction, product requirements, scene descriptions, or nuanced style constraints.

GPT Image 2 commercial rendering visual
Commercial

Commercial rendering

Create polished brand and product visuals with a more deliberate finish.

Commercial-ready rendering

Often the best choice when you need sharper, more deliberate visuals for presentations, campaigns, listings, and polished creative output.

Generated cases

Design briefs for GPT Image 2

These cases stay centered on GPT Image 2 strengths: multilingual type, comic panels, product grids, and finished campaign visuals.

GPT Image 2 product case before image
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GPT Image 2 product case after image
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Case 1

Product polish

A simple product source image becomes a more finished campaign asset.

GPT Image 2 poster case before image
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GPT Image 2 poster case after image
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Case 2

Editorial poster

A rough poster concept becomes a clearer editorial layout.

GPT Image 2 storyboard case before image
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GPT Image 2 storyboard case after image
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Case 3

Storyboard finish

A rough narrative sketch becomes a more polished image sequence.

Model gallery

GPT Image 2 production controls

This page explains GPT Image 2 through deliberate quality tiers, detailed prompt response, and commercial-ready rendering rather than fast rough exploration.

GPT Image 2 packaging gallery image

Packaging

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Packaging system

Generated packaging visuals for polished brand work.

Prompt examples

GPT Image 2 prompt examples

Browse real prompt cases for this model, then open a case to copy the prompt or reuse it in the generator.

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Human Fragments: Editorial Typography Posters with Dynamic Human... AI image prompt example

Human Fragments: Editorial Typography Posters with Dynamic Human Movement

Create a 9:16 editorial typography poster built around one human-centered moment. Use oversized, cropped letters as the main composition structure. Embed the environment inside the letterforms, while the person, body movement, or a foreground object breaks through the letters with strong perspective. The typography should shape the image, not simply sit on top of it. Scene: [roller skating / swimming / cycling / coffee break] Subject: [young Asian woman / Western man / Asian man / Western woman] Title: [custom two-word title] Series: HUMAN FRAGMENTS Year: 2026 4 directions: 1. ROLL SIGNAL — a roller skater gliding past the camera, one skate enlarged in the foreground, body and urban scene passing through giant letters. 2. BLUE CURRENT — a swimmer moving through turquoise water, one arm reaching toward the camera, water and splashes filling and breaking beyond the typography. 3. CITY LOOP — a cyclist turning through a city street, the front wheel enlarged by perspective and visually connected with circular letterforms. 4. BREW PAUSE — a quiet café moment, with the hand and coffee cup closer to the camera while the person and window scene are woven into oversized type. Use realistic photography, natural skin and fabric, believable water and motion, subtle paper grain, strong negative space, and a restrained color palette.

Man in Serene Mid-Air Floating Leap with Soul Energy Trail AI image prompt example

Man in Serene Mid-Air Floating Leap with Soul Energy Trail

A full-body side profile of a man in mid-air, captured in a serene, floating leap. His head is tilted back with eyes closed in an expression of peace and liberation. ​Attire: He is wearing oversized, layered urban streetwear, including a heavy orange puffer-style jacket, a deep teal-green hoodie with the hood up, olive-drab cargo pants with tactical pockets, and rugged tan hiking-style sneakers. ​Artistic Effects: The man’s silhouette is partially disintegrating into a dynamic explosion of colorful smoke, autumn leaves, and abstract particles. This trail of "soul energy" mirrors his clothing colors—vibrant orange, teal, and earthy brown—erupting from his back and legs. A small, dark bird silhouette is seen flying away from the smoke trail, emphasizing the theme of freedom. ​Background & Lighting: A minimalist, dual-tone split background featuring a soft, muted blue-grey on the left and a bold, solid orange on the right. The lighting is soft and cinematic, highlighting the textures of the fabric and the ethereal nature of the smoke. ​Technical Style: Ultra-realistic surrealism, 8K resolution, high-fashion editorial aesthetic. The composition should maintain sharp focus on the man's face and clothing while the trailing elements have a painterly, fluid motion blur. ​Key Visual Elements for Your Project ​Color Palette: A striking contrast of warm orange and cool teal. ​Composition: Low-angle, dynamic mid-air pose that makes the subject appear dominant and free. ​Theme: High-fashion editorial meets conceptual digital art. Aspect ratio is 9:16

Surreal 3D Volcanic Face Sculpture AI Image Prompt AI image prompt example

Surreal 3D Volcanic Face Sculpture AI Image Prompt

Create a surreal hyper-realistic 3D sculpture using the uploaded photo as the exact facial reference. Preserve the person’s identity, facial features, hairstyle, skin tone, and proportions. Show only the head and upper shoulders emerging seamlessly from a clean matte white wall. The eyes are gently closed with a calm, peaceful expression. The skin is dramatically cracked like dry volcanic rock, with glowing molten lava flowing through the deep fissures from the forehead, across the face, neck, and down to the upper chest. The cracks have dark ash-black edges surrounding bright orange, red, and golden magma veins, creating the appearance of cooling lava stone. The sculpture should have ultra-realistic skin and stone textures, cinematic soft shadows, dramatic studio lighting, and high-contrast depth. Minimalist white background with no distractions. Premium digital sculpture, photorealism, fantasy art, Octane render, Unreal Engine quality, ultra-detailed, 8K, masterpiece

Ultra-Premium Luxury Magazine Cover AI Image Prompt for Magazine... AI image prompt example

Ultra-Premium Luxury Magazine Cover AI Image Prompt for Magazine Layout

Ultra-premium editorial magazine cover featuring [SUBJECT] as the main focus (60–70% of the frame) in a cinematic three-quarter pose with detailed styling. Surround with 5–8 asymmetrical collage panels of theme-related visuals (landmarks, objects, action shots, textures, etc.) in a layered magazine layout. Add a bold masthead (e.g., TOKYO, LEGACY, FUTURE) with elegant editorial typography, captions, coordinates, barcode, stamps, and multilingual text elements. Style: Luxury magazine cover + vintage screen-printed poster aesthetic. Warm ivory paper background, deep black typography, burnt orange/crimson accents, sepia tones, distressed paper texture, and Swiss-inspired editorial design. Lighting: Soft cinematic lighting with realistic skin tones and Kodak Portra-style color grading. Photography: Ultra-photorealistic 85mm fashion/editorial shot with shallow depth of field and crisp details. Render: 8K, print-ready, museum-quality, Vogue × National Geographic × Monocle-inspired luxury editorial masterpiece.

Dynamic Full-Body Urban Illustration with Low-Angle Perspective AI image prompt example

Dynamic Full-Body Urban Illustration with Low-Angle Perspective

A dynamic full-body urban illustration of the subject (use the exact face from the provided reference image, ensuring high facial accuracy and identity preservation). The subject wears an oversized outfit with subtle accent details, paired with loose-fitting bottoms and bold, eye-catching footwear. The character has a sharp, confident gaze directed forward, conveying intensity and self-assurance. The composition is captured from a dramatic low-angle perspective, emphasizing power and dominance. The subject's stance is strong and grounded, with exaggerated perspective on the footwear in the foreground for added depth. Surrounding the subject are fragmented concrete elements and subtle debris, suggesting an urban, gritty environment. The background is a clean white canvas featuring bold paint splashes and abstract geometric shapes, creating a modern street-art aesthetic. The visual style combines crisp, clean line art with vibrant flat colors and soft cel shading for depth and dimension. The rendering should feel like a high-end urban illustration or stylized editorial artwork. Lighting is bright, even, and diffused across the entire scene, minimizing harsh shadows while maximizing clarity and detail. Ultra-detailed, sharp focus, 8K resolution, vertical composition. Additionally, place the uploaded reference image in the bottom corner inside a curved-rectangle frame with rounded edges, clearly visible while seamlessly integrated into the overall design. Ensure the output image maintains a mandatory 4:5 aspect ratio.

Vertical Luxury Fashion Editorial Portrait of Japanese Woman in... AI image prompt example

Vertical Luxury Fashion Editorial Portrait of Japanese Woman in Ivory Dress

Use the girl from the reference image and preserve her exact facial identity, natural features, proportions, hairstyle texture, and overall appearance. Create an ultra-realistic vertical 9:16 luxury fashion editorial portrait of an adult Japanese woman seated elegantly in a modern minimalist armchair. Frame her from head to upper thighs, showing the natural silhouette of the outfit. She has long, silky, straight dark hair with a soft center part and realistic natural texture. Her pose is relaxed and graceful, with one shoulder slightly angled, arms naturally resting, and a calm, soft direct gaze into the camera. The mood is elegant, feminine, natural, and effortlessly beautiful. She wears a unique ivory-white one-piece dress with a refined asymmetrical halter neckline, soft draped fabric around the neck, subtle ribbed texture, elegant fitted silhouette, and tasteful modern design. The dress should look luxurious, sophisticated, and fashion-forward while remaining tasteful and non-revealing. Set the scene in a warm minimalist studio or cozy modern interior with soft morning sunlight entering from one side. Create gentle highlights and artistic shadows across her face, hair, skin, and dress. Capture realistic skin pores, fine facial details, natural body proportions, authentic fabric texture, and lifelike lighting. Shot on Sony A7R IV, 85mm f/1.4 lens, cinematic depth of field, premium high-fashion editorial photography, soft warm contrast, natural lighting, ultra-detailed 8K RAW quality. Strict requirements: preserve the exact face and identity from the reference image, no face alteration, no artificial beauty filter, no excessive skin smoothing, no body distortion, natural realistic proportions, no extra accessories, no text, no logos, no watermark.

Dynamic Football Player Sport Photography AI Image Prompt AI image prompt example

Dynamic Football Player Sport Photography AI Image Prompt

Sport photography of professional football player [Speedy], with the title text "[Ralando]" written in bold premium typography above the athlete, [action description], with a white background, and dynamic effects in the style of motion, photoshop effect, epic render.

Cinematic Candid Meadow Sunlight AI Image Prompt for Film Look AI image prompt example

Cinematic Candid Meadow Sunlight AI Image Prompt for Film Look

Use the provided reference image. STRICT FACE & IDENTITY LOCK: Preserve the woman's appearance exactly as in the reference photo. Do not change her facial features, facial proportions, skin texture, hair color, hairstyle, or overall identity in any way. Cinematic film look with natural film grain. A spontaneous, candid moment captured in motion. The woman is sitting in tall green grass on a vast open meadow beneath a dramatic sky filled with dense storm clouds, with small breaks of blue where a fleeting ray of sunlight shines through. Her body is turned slightly to the right while her head snaps quickly to the side toward the light, wearing a relaxed, subtly smiling, uplifted expression, as if she has just felt the warmth of the sun breaking through the storm. Strong motion blur appears on her face and windblown hair from the fast head turn, with slight motion blur across her body, creating the feeling of a real, unplanned moment caught by chance. Her hair flies naturally in the wind with realistic motion blur, while her face remains clearly recognizable despite the movement. She is wearing a dark charcoal-gray fitted cropped tank top with thin shoulder straps that reveals her shoulders and midriff, paired with loose dark charcoal-gray pants in exactly the same shade and tone, forming a monochromatic outfit. The pants are naturally wrinkled and partially hidden by the surrounding grass. Her right hand rests on the grass while gently holding a thin blade of grass, and her left arm is bent comfortably beside her raised knee in a relaxed pose. Low golden sunlight creates long shadows and beautifully emphasizes the texture of the grass, skin, and fabric, adding depth, volume, and fine detail. The warm sunlight contrasts dramatically with the cool dark storm clouds, enhancing the cinematic atmosphere. In the background, an expansive open field stretches toward the horizon, where the silhouette of a solitary bush or tree reinforces the feeling of space, solitude, and freedom. Warm golden-green tones blend with cool gray-blue hues, creating a highly photorealistic image with cinematic film grain and exceptionally detailed skin and grass textures. Vertical composition, 9:16 aspect ratio. Milk-white almond-shaped manicure, clean, even, and neatly maintained.

Ultra-cinematic Lifestyle Portrait Photographed Through CAF Window... AI image prompt example

Ultra-cinematic Lifestyle Portrait Photographed Through CAF Window Photography

Ultra-cinematic lifestyle portrait photographed through a café window at blue hour, beautiful young woman seated alone in a cozy retro diner booth, relaxed and contemplative expression, long dark slightly messy hair framing the face, minimal natural makeup, oversized cream sweatshirt, one hand resting on the table beside a ceramic coffee cup. Shot entirely through reflective glass with layered reflections of city lights, passing cars, glowing neon signs, soft lens flares, light streaks, and subtle ghosting. Warm tungsten café lighting mixed with cool dusk ambient light creates a dreamy cinematic contrast. Rich bokeh, shallow depth of field, realistic skin texture, soft highlights on the face, moody urban atmosphere, reflections partially obscuring the subject for an editorial storytelling look. Kodak Portra 400 film aesthetic, subtle film grain, soft bloom, muted color palette, natural imperfections, Leica M11, 50mm Summilux f/1.4, photorealistic, high-end fashion editorial, intimate composition, 8K ultra-detailed, award-winning street photography, authentic candid moment.

Nighttime Beach Smartphone Prompt: Photorealistic AI Image with... AI image prompt example

Nighttime Beach Smartphone Prompt: Photorealistic AI Image with Candid Flash

Use the person from the reference photo. Preserve the face and identity exactly. Photorealistic nighttime beach smartphone photo with a strong on-camera flash. The girl is sitting on dark sand near the shoreline, surrounded by the dark ocean, blurred waves, and an almost black sky. Natural candid moment, not posed. She is wearing a loose, slightly wet, wrinkled oversized white button-up shirt with a casually unbuttoned collar. Her very long hair is blowing wildly in the coastal wind, partially covering her face, with one hand brushing it away. Light natural makeup. Bright smartphone flash illuminates her from the front, creating strong contrast with the dark sea. Add heavy motion blur, film grain, digital noise, slight haze, imperfect focus, and authentic smartphone camera processing for a raw Pinterest-style aesthetic. Cinematic dark mood, realistic skin texture, candid snapshot, vertical 9:16.

Dreamy Artistic Double-exposure Composition Featuring Young Woman... AI image prompt example

Dreamy Artistic Double-exposure Composition Featuring Young Woman Photography

A dreamy, artistic double-exposure composition featuring a young woman in a vibrant yellow top against a warm, sunset-filled horizon. The primary focus is a large, ethereal close-up portrait of the woman wearing stylish round, yellow-tinted sunglasses, her hair windswept and textured. This blends seamlessly into a smaller, peaceful scene of her sitting by a tranquil sea at dusk, resting her chin on her hand as she gazes toward the setting sun. The aesthetic is soft and painterly, characterized by delicate watercolor-style textures, silhouettes of birds flying across the sky, and a foreground adorned with rustic yellow wildflowers, all bathed in a golden, glowing light that evokes a sense of serene longing and summer nostalgia.

Premium 2x2 Editorial Portrait Collage Prompt AI image prompt example

Premium 2x2 Editorial Portrait Collage Prompt

Create a premium 2×2 editorial portrait collage featuring four globally recognized personalities. Top Left: Elon Musk Top Right: Sam Altman Bottom Left: Cristiano Ronaldo Bottom Right: Donald Trump Each panel features a dramatic black-and-white photorealistic portrait with a subtle geometric digital painting style. The subjects are looking slightly away from the camera with confident expressions. Clean white background with black ink splashes and modern editorial design elements. Display large bold uppercase names vertically on the left side of each panel: ELON MUSK SAM ALTMAN CRISTIANO RONALDO DONALD TRUMP Below each name, add a short professional title: Founder of SpaceX, Tesla & X CEO of OpenAI Football Legend 45th President of the United States Minimal monochrome color palette, luxury magazine cover aesthetic, high contrast lighting, ultra-sharp facial details, premium typography, balanced composition, cinematic shadows, realistic skin texture, editorial poster design, modern branding, 8K HDR, masterpiece quality. Negative Prompt: low quality, blurry, bad anatomy, distorted face, duplicate, extra limbs, watermark, logo, cropped, oversaturated, noisy background, misspelled text, artifacts.

OpenAI showcase signal

What GPT Image 2 adds to designed assets

The highlighted example translates OpenAI showcase material into a prompt route for typography, layout, story, and polished brand output.

Official OpenAI ChatGPT Images 2.0 multilingual typography poster example.

OpenAI route

Multilingual typography poster

OpenAI presents multiple typography-heavy examples, including posters about stronger multilingual rendering and global scripts, which are useful patterns for brand and editorial work.

Design prompt

Create a bold editorial poster about stronger multilingual image generation, using geometric red, blue, black, and cream shapes, readable copy blocks, and multiple global scripts.

Source: OpenAI official ChatGPT Images 2.0 showcase
Official OpenAI ChatGPT Images 2.0 vintage comic page example.

OpenAI route

Vintage comic-page museum story

The official showcase includes a vintage comic-page illustration that turns a Miami museum outing into a coherent multi-scene narrative with consistent characters and readable lettering.

Design prompt

Create a vintage comic-page illustration about a museum visit, with retro print texture, consistent characters, readable lettering, destination branding, and a clear story across multiple panels.

Source: OpenAI official ChatGPT Images 2.0 showcase
OpenAI official ChatGPT Images 2.0 video demo.

OpenAI route

Product-grid merch poster

OpenAI shows a clean product-grid poster with branded merchandise mockups, demonstrating how GPT Image 2 can turn a product system into a polished layout.

Design prompt

Create a clean product-grid poster for branded merchandise, including shirts, a hoodie, caps, a keychain, a notebook, and a mug in a polished brand layout with clear spacing.

Source: OpenAI official ChatGPT Images 2.0 showcase

GPT Image operating notes

How to brief GPT Image 2

Describe asset type, layout, text placement, finish level, and quality target early so the model can reason about the image as a designed deliverable.

What GPT Image 2 is useful for

GPT Image 2 is the model page to use when the final image needs strong finish, structured reasoning, typography, and commercial polish. OpenAI’s official ChatGPT Images 2.0 showcase includes editorial posters, multilingual type systems, manga and comic pages, academic posters, product-grid layouts, hospitality campaign assets, fashion book spreads, food-based brand compositions, city scenes, bookmarks with print guides, and educational infographics. That mix tells search users something important: this model is not only for single pretty images. It is useful when the prompt asks for a designed artifact with hierarchy, layout, story, text, and a specific end use. Wenimg supports that workflow by placing the generator first and then giving the user examples, categories, and guidance that explain how to turn a design brief into a prompt.

How to write better GPT Image 2 prompts

Write GPT Image 2 prompts with the same care you would give a designer. State the asset type first: poster, product grid, comic page, editorial spread, infographic, book cover, ad concept, social image, or presentation visual. Next, define the audience and the practical use. Then describe layout, text, image style, materials, camera language, color system, and any constraints such as safe margins, labels, or panel sequence. If the prompt requires text, keep the wording short and name exactly where it should appear. OpenAI’s official examples suggest that GPT Image 2 is especially valuable when typography and composition carry meaning, so prompts should not bury text requirements at the end. Put them near the top and pair them with a layout instruction.

When to choose GPT Image 2 over another model

Choose GPT Image 2 when you want deliberate quality controls and a more finished design direction. This Wenimg integration exposes standard, medium, and high quality settings, making it easier to balance cost, speed, and fidelity. Compared with Nano Banana 2, GPT Image 2 is often the stronger choice for polished posters, brand systems, editorial design, detailed product presentations, and image concepts that need readable typography or multi-panel storytelling. Compared with Seedream 5.0 Lite, it is a better fit when the image has to feel like a designed campaign asset rather than a quick concept board. The tradeoff is that you may spend more time tuning quality and prompt detail, but for important commercial images that extra control can pay off.

How GPT Image 2 fits a focused workflow

The content should stay tightly aligned with what users need: create images with GPT Image 2 online, understand what the model is good at, and see examples that translate official launch material into usable prompts. The official case cards emphasize typography, comic storytelling, and product-grid layouts because those are concrete strengths shown in OpenAI’s showcase. The rest of the page supports the same model workflow through features, categories, FAQs, and practical writing advice. GPT Image 2 needs its own positioning: quality tiers, commercial polish, readable text, visual reasoning, and design-ready output.

Common GPT Image 2 problems and fixes

Use these checks before rewriting the whole prompt. A small, controlled correction makes it easier to see why a GPT Image 2 result improved or drifted.

The result ignores part of the brief

Move the required subject, format, and must-keep constraint to the start. Remove conflicting style instructions, then change one requirement per generation.

A reference image is not followed closely

State exactly what the reference controls—identity, pose, layout, product shape, or style—and what GPT Image 2 may change. Confirm the selected workflow accepts that reference input.

Text or layout is hard to read

Shorten the copy, provide the exact wording, define the reading order, and describe the number and position of panels or text blocks before adding decorative style.

The output lacks usable detail

Choose the supported resolution or quality option that matches the final format. Fix composition at a lower-cost draft stage before requesting a larger final output.

GPT prompt map

Prompt categories for GPT Image 2

Use these categories when the goal is polished OpenAI image generation rather than generic prompt experimentation.

GPT Image 2 FAQ

Why use GPT Image 2 instead of a Nano Banana model?

GPT Image 2 is the better choice when you need more deliberate quality controls, nuanced prompt handling, and a stronger finish for commercial or design-heavy work.

Does GPT Image 2 support different quality levels?

Yes. GPT Image 2 supports standard, medium, and high quality settings, which makes it easier to control cost versus output fidelity.

What projects are a strong fit for GPT Image 2?

It performs well for brand campaigns, product imagery, polished editorial concepts, and creative work where detail and final presentation matter more than raw generation speed.

Can GPT Image 2 use reference images?

Yes. References are useful when the output should preserve product structure, character direction, composition, or brand styling while changing the scene.

When should I use high quality?

Use high quality after a concept is already strong and you need a cleaner finish for campaign review, product presentation, or polished design work.

Is GPT Image 2 good for text-heavy visuals?

It can help with layouts and visual direction, but always review any generated text carefully before using the image in production.

How should I write GPT Image 2 prompts?

Use detailed visual briefs with subject, setting, brand mood, lighting, camera or layout direction, output format, and constraints that should not change.

Why does this page focus on GPT Image 2 only?

The page stays focused on GPT Image 2 so the generator, official examples, FAQs, and related prompt links all reinforce the same model workflow.