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GPT Image 2

Q: Does GPT Image 2 support transparent backgrounds?

No. The API has a background parameter, but OpenAI's docs confirm gpt-image-2 does not support background:"transparent". If you see tools offering this, they're doing post-processing — not a native model feature.

OpenAI's flagship image generation & editing model. Not just pretty pictures — structured commercial images with accurate text, editable workflows, and API control. If you're coming from DALL·E 3, this is the upgrade path.

G gpt-image-2 locked

No credit card required · Free credits to start

engine gpt-image-2 vendor OpenAI cost 2 credits sweet spot text in image

// what it is PLACARD · N° 01

What is GPT Image 2?

GPT Image 2 is OpenAI's flagship image generation and editing model. It is the right first choice when the output needs readable text, long compositional instructions, product-like precision, or multilingual typography inside the image.

On imagev2.me this page locks the editor to gpt-image-2-text-to-image, so every prompt bar routes directly into the GPT Image 2 workflow. You can inspect public renders, compare it with sibling engines, then generate without carrying parameters through a query string.

// latest renders PLACARD · N° 02

Latest works

Real public GPT Image 2 renders from the gallery, useful for prompt structure and output expectations.

GPT Image 2 Remix > Strictly replicate the composition, layout, perspective and posing of the classic 1917...

GPT Image 2 Remix > Transform this kitchen-dining room into a dramatic evening scene: block all window...

GPT Image 2 Remix > And the penguin and monkey into the side of the group photo don’t include there mikes...

GPT Image 2 Remix > The Back of the Barrier stepped on Bugs, trapping it and said "Stop Thief!"

GPT Image 2 Remix > A retro-urban styled poster featuring a young refference with image artist in multiple...

GPT Image 2 Remix > Change to morning mode

GPT Image 2 Remix > Male teacher standing at his desk putting his finger into an open desk drawer. Point of...

GPT Image 2 Remix > background Sydney Harbour, a man muscled shirt open we can see his pecs,walk toward the...

GPT Image 2 Remix > Jerry looks away and crawls into the MGM hole. Jerry does the MGM lion roar, making...

GPT Image 2 Remix > Make a pi ture of a guy falling down stairs

GPT Image 2 Remix > Tech product exploded view infographic based on awesome-gpt-image-2 Case 333. Create a...

GPT Image 2 Remix > Keep the image, make Twilight and The Quickster as Master shadow form, Master Shadow is...

GPT Image 2 Remix > Tech product exploded view infographic based on awesome-gpt-image-2 Case 333. Create a...

GPT Image 2 Remix > A beaver skydiving

GPT Image 2 Remix > a black guy sawing a wooden board for a painting and decoration nea controlled...

GPT Image 2 Remix > TITLE: "٩ سنوات بين رسالتين" STYLE: Cute emotional romantic animated movie style,...

GPT Image 2 Remix > Cartoonify this shoe. Add some sparkles. Keep it simple

GPT Image 2 Remix > Make me an art that looks like that on the left side using th cultural patterns on task...

GPT Image 2 Remix > white leavers button down shirt with on the back the name vanesa written in cursive...

GPT Image 2 Remix > A simple, cute hand-drawn illustration in a soft watercolor or pencil sketch style,...

GPT Image 2 Remix > A simple, cute hand-drawn illustration in a soft watercolor or pencil sketch style. A...

GPT Image 2 Remix > And crawls into its hole. Jerry The mouse does the MGM lion roar, making Dar Dar get...

GPT Image 2 Remix > Remove her sword

GPT Image 2 Remix > Left hand up

GPT Image 2 Remix > Square social media graphic, automotive theme, dark asphalt background. Three sections...

GPT Image 2 Remix > Jax and pomni

GPT Image 2 Remix > Make it darker and put sassy the sasquatch on a bench in it on the side

GPT Image 2 Remix > Photorealistic image of a wooden trimaran boat under construction in a workshop. The...

GPT Image 2 Remix > Make this picture to black and white logo for cs2

GPT Image 2 Remix > Create an image of a female character who is a bartender on an extremely haunted train...

GPT Image 2 Remix > Tvk thamizhalaga vetri kalgam flag flying on flight

GPT Image 2 Remix > Make the snipes logo in NIKE AIR style

GPT Image 2 Remix > Woman’s hand, holding a dagger, with a bee tattoo on the hand

GPT Image 2 Remix > Woman with a bee on her clavicle holding a dagger

GPT Image 2 Remix > {"type": "promotional advertisement poster for a bottled green tea beverage",...

GPT Image 2 Remix > Make breakfast bar wall deeper mustard colour

GPT Image 2 Remix > Create a minimalist ‘Palm Profile’ infographic for a single user. The palm photo must...

GPT Image 2 Remix > Night rain. A wide-angle view of a small mountain hermit's dwelling overlooking a...

GPT Image 2 Remix > 3840x2160 + PNG + quality high

GPT Image 2 Remix > Could you generate this character in the style of a guilty gear strive character render.

GPT Image 2 Remix > j

GPT Image 2 Remix > flat 2D character illustration, full body portrait on solid flat background, bold clean...

GPT Image 2 Remix > A communist faction flag from WWII era, 1930s-1940s. Flat vector design. A stylized...

// capabilities PLACARD · N° 03

GPT Image 2 key capabilities

Six strengths that make GPT Image 2 the safe default for commercial text-to-image work.

CAPABILITY 01

Readable typography

Quote a literal headline, sign, label, or menu item and the engine is much more likely to render the exact characters.

CAPABILITY 02

Long prompt obedience

Scene layout, camera language, lighting, and copy can live in one paragraph without the back half being ignored.

CAPABILITY 03

Multilingual output

Use it for CJK, Arabic, Hebrew, Latin, and mixed-script layouts when text clarity matters.

CAPABILITY 04

Commercial compositions

Posters, product shots, UI mockups, infographics, and packaging concepts stay structured rather than purely aesthetic.

CAPABILITY 05

Image-to-image path

The sibling edit model lets you carry the same concept into reference-image workflows when a blank canvas is not enough.

CAPABILITY 06

Neutral art direction

It follows your requested style instead of forcing a single signature look, which makes client work easier to control.

// how to use PLACARD · N° 04

How to use GPT Image 2 in 3 steps

The page is already locked to the model; you only need a prompt and an aspect ratio.

Describe the deliverable

Write the subject, format, style, and any exact text you need. Put literal words in quotes.

Keep the engine locked

The prompt bar submits provider_model=gpt-image-2-text-to-image so the studio opens on GPT Image 2.

Generate, then refine

Use the first render as a direction. If typography or layout needs a localized change, switch into the edit flow.

// use cases PLACARD · N° 05

6 best use cases for GPT Image 2

Use it whenever the image is judged on instruction-following, not just vibe.

Event posters

Headlines, dates, venues, and visual hierarchy can be baked into the image.

Packaging mockups

Create product concepts where labels, flavor names, and warnings need to stay legible.

Educational diagrams

Generate labelled illustrations for science, onboarding, and explainer content.

UI and app concepts

Draft app screens, widgets, and dashboard scenes with readable interface text.

Editorial banners

Make hero images that combine photographic direction with pull-quote style typography.

Multilingual campaigns

Test localized creative for markets where Latin-only image models fall apart.

// vs DALL-E 3 PLACARD · N° 06

GPT Image 2 vs DALL·E 3

The old DALL-E flow is simple, but GPT Image 2 is the stronger production choice for text, editing, and resolution control.

	GPT Image 2	DALL·E 3
Status	Current flagship	Previous gen (sunset planned)
Resolution	Any size up to 4K	3 fixed presets
Batch (n)	1–10	1 only
Editing	Ref images + mask	Generation only
Text render	Strong (multilingual)	Basic
Style param	None (use prompt)	vivid / natural

Bottom line: DALL·E 3 is legacy. For new projects, start with GPT Image 2. For pure aesthetics, try Midjourney v7. For budget bulk, try FLUX 1.1 Pro. For brand typography, compare with Ideogram 3.

// vs Nano Banana PLACARD · N° 07

GPT Image 2 vs Nano Banana

Nano Banana is faster and cheaper for drafts; GPT Image 2 wins when text or dense instructions matter.

Feature	GPT Image 2	Nano Banana
Best first use	Text-heavy or structured images	Fast photoreal drafts
Median cost	2 credits	1 credit
Resolution	Up to 2048px in this route	1024px fast output
Typography	Strong	Basic
Iteration style	Precise prompt revisions	Rapid moodboard variants

// vs Midjourney PLACARD · N° 08

GPT Image 2 vs Midjourney

Midjourney has a strong aesthetic signature. GPT Image 2 is better when the brief is specific and commercial.

Feature	GPT Image 2	Midjourney
Access model	Browser studio with free credits	Subscription-first
Visual style	Follows the requested direction	Distinct painterly house style
Text in image	Primary strength	Not a core strength
Client briefs	Good for exact copy and layout	Good for mood and aesthetics
Workflow	Prompt, generate, edit in one studio	Separate web/community flow

// decision guide PLACARD · N° 09

Should You Use GPT Image 2?

Best For

Text-heavy posters
UI mockups
Product shots
Infographics
Image-to-image editing
Up to 16 reference images

Not Ideal For

Pixel-perfect layouts
Multi-round character consistency
API transparent background
Pure aesthetic hero shots

Consider Instead

Midjourney v7 — aesthetics
FLUX 1.1 Pro — cheap & fast
Ideogram 3 — typography/logo
DALL·E 3 — legacy only

// parameters & pricing PLACARD · N° 10

Key Parameters & Pricing

Resolution	Up to 3840px edge. 16px multiples. Max 3:1 ratio. Common: 1024², 2048², 4K.
Quality	low (draft) · medium · high · auto. >2560×1440 = experimental.
Output	PNG (default), JPEG (faster), WebP. Compression 0-100. N=1-10.
No style param	vivid/natural is DALL·E 3 only. Style control via prompt + reference images.

Quality	OpenAI API	imagev2.me
Low (draft)	~$0.006	6 credits
Medium	~$0.053	6 credits
High	~$0.211	6 credits

Official token rates: text input $5/M, image input $8/M, image output $30/M. Batch API = 50% off.

// api access PLACARD · N° 11

GPT Image 2 API access

The web studio and API use the same model id. Keep provider_model explicit so jobs stay reproducible.

GenerationsService.submit(
  account: current_account,
  params: {
    provider_model: "gpt-image-2-text-to-image",
    mode: "text_to_image",
    prompt: "A poster reading \"OPEN LATE\" in red neon",
    aspect_ratio: "1:1",
    resolution: "2048x2048"
  }
)

// creator ribbon PLACARD · N° 12

Creator ribbon: recent GPT Image 2 prompts

GPT Image 2 Remix > Strictly replicate the composition, layout, perspective and posing of the classic 1917 Uncle...

GPT Image 2 Remix > Transform this kitchen-dining room into a dramatic evening scene: block all window light with...

GPT Image 2 Remix > And the penguin and monkey into the side of the group photo don’t include there mikes and...

GPT Image 2 Remix > The Back of the Barrier stepped on Bugs, trapping it and said "Stop Thief!"

GPT Image 2 Remix > A retro-urban styled poster featuring a young refference with image artist in multiple puses....

// by the numbers PLACARD · N° 13

GPT Image 2 by the numbers

2 credits per standard render

2048 px HD target

16 reference images in edit flow

1 locked engine on this page

// faq PLACARD · N° 14

Frequently Asked Questions

Q01 What resolutions does GPT Image 2 support?

Any size where max edge ≤3840px, each side is a multiple of 16px, aspect ratio ≤3:1, and total pixels between 655K–8.3M. Common presets: 1024×1024, 1536×1024, 2048×2048, 3840×2160. Resolutions above 2560×1440 are experimental.

Q02 Does GPT Image 2 support transparent backgrounds?

No. The API has a background parameter, but OpenAI's docs confirm gpt-image-2 does not support background:"transparent". If you see tools offering this, they're doing post-processing — not a native model feature.

Q03 Can it render Chinese / non-Latin text accurately?

GPT Image 2 significantly improved dense text and multilingual rendering. Community feedback on Chinese/Japanese/Korean is positive. However, OpenAI hasn't published per-language accuracy benchmarks, so expect occasional errors on complex CJK compositions.

Q04 Why does my image look different after the 3rd edit?

Character and style drift during iterative edits is a known limitation listed by OpenAI. The model is much better than DALL·E 3, but not yet at "brand-asset production" stability. Tip: pin critical elements in your prompt ("keep face, pose, and outfit unchanged").

Q05 How much does one image cost?

OpenAI API at 1024×1024: ~$0.006 (low), ~$0.053 (medium), ~$0.211 (high). On imagev2.me: 6 credits for text-to-image, 8 for image-to-image. Start free, no credit card needed.

// also try PLACARD · N° 15

Also try other engines

Switch when the job is speed, 4K polish, or the newest Banana-family reasoning model.

B Nano Banana fast drafts

Use Nano Banana when you want quick photoreal variations and low credit cost.

P Nano Banana Pro 4K polish

Use Nano Banana Pro for high-fidelity portraits, product shots, and 4K output.

2 Nano Banana 2 newest Banana

Use Nano Banana 2 for the latest reasoning model and broader reference workflows.

Ready to try GPT Image 2?

Type your prompt in the panel on the left. No setup needed.