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  1. Home/
  2. Image Models/
  3. GPT Image 2
GPT Image 2 — OpenAI

GPT Image 2 text rendering & pixel-level edits

OpenAI's next-generation flagship image model. Crisp multi-word typography, pixel-perfect editing, grounded realism and ~3 second generation — with up to 16 reference images and prompts up to 20 000 characters.

~3 secper generation
up to 16references
12credits
Prompt

Comedy TikTok live-stream: a streamer "GoofyJosh" in a purple hoodie holding a smartphone, surrounded by 3D Pixar-style characters (a bear "BIG BEAR", a rainbow unicorn, a banana in sunglasses, a green alien, a fuzzy blue monster), neon sign "BE GOOFY", signs "ROAST HIM ↓" and "DON'T UNFOLLOW PLZ", full TikTok UI overlay: 123.8K hearts, live chat comments, viewer counters, floating red hearts

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Generation
AI
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Result
GPT Image 2 demo — meme-style TikTok live-stream with 3D characters and dense text UI

Where GPT Image 2 shines

Built for teams and creators who need polished, text-heavy visual output at scale

Campaign visuals at scale

Ad creatives, paid social, promotional banners, launch graphics and seasonal assets — produce a steady volume of on-brand campaign visuals with crisp copy baked into every frame.

Product & merchandising edits

E-commerce workflows: background adjustment, recoloring, listing refinement, packaging tests and hero visual updates — controlled image-to-image edits with up to 16 reference frames.

Design systems & content pipelines

Presentation graphics, editorial visuals, UI mockups, blog assets, infographics and concept frames — integrate GPT Image 2 into a broader creative pipeline.

Global visual workflows

Localized campaigns, multilingual packaging, region-specific visuals and educational graphics — correct typography across languages without a separate design pass.

From prompt to result

Four simple steps. No API keys, no setup.

1

Pick GPT Image 2

Select GPT Image 2 from the model catalog on the image generation page. It's featured under OpenAI.

2

Describe what you want

Write a clear prompt up to 20 000 characters. GPT Image 2 excels at long, specific descriptions — especially when you need exact text in the image.

3

Attach references (optional)

Drop up to 16 reference images for image-to-image transforms: recolor, relight, restyle or combine multiple frames into one.

Generate and iterate

Hit create — about 3 seconds per frame. Download in original quality or use the result as a reference for the next iteration.

Create with GPT Image 2

OpenAI's flagship model. Crisp typography, pixel-level edits, ~3 second generation — 12 credits per frame.

No subscription — pay only for generations

Signature capabilities

Where GPT Image 2 quietly outperforms the rest of the flagship image models

Near-perfect text rendering

Long phrases, multi-word labels, clean punctuation and consistent casing — ideal for storefront mockups, posters, UI concepts, infographics and product packaging.

Crisp multi-line typography generated by GPT Image 2

Pixel-level editing

Change one part of an image without disrupting everything around it — product recoloring, object replacement, background updates and local scene refinements with preserved visual consistency.

Precise pixel-level product edit with preserved composition

World-knowledge realism

Visual output grounded in real-world facts — accurate maps, anatomy diagrams, historical reconstructions, architectural scenes and educational visuals where credibility matters.

Realistic architectural scene with grounded proportions

~3 second generation

High-quality output at roughly 3 seconds per image. Fast enough for iterative creative workflows — draft, refine, deliver in minutes instead of hours.

GPT Image 2 rapid 3-second generation

Multilingual text

Readable typography across different languages and markets. Localized ads, international packaging, interface mockups and educational graphics — rendered cleanly in the target language.

Localized typography in multiple languages generated by GPT Image 2

Why Clipia.ai

The fastest way to put GPT Image 2 to work

Transparent credit-based pricing

Pay per generation with a clear credit cost — no API keys, no surprise bills, no usage tiers. GPT Image 2 is 12 credits per image, flat.

Full interface, zero code

Write prompts, drop reference images, compare outputs and iterate — entirely through the Clipia.ai UI. No JSON payloads, no webhook plumbing.

Reliable infrastructure 24/7

Automatic failover between providers, queue management and CDN delivery — generations complete reliably without upstream downtime.

Frequently asked questions

Everything worth knowing about GPT Image 2

GPT Image 2 is OpenAI's next-generation flagship image model — the successor to GPT Image 1.5. It supports both text-to-image generation and image-to-image editing, renders text in images with industry-leading accuracy, and produces results in about 3 seconds per frame.

It's one of the strongest on the market. GPT Image 2 handles long phrases, multi-word labels, complex punctuation and consistent casing — reliable enough for storefront mockups, posters, infographics and product packaging where typography accuracy matters.

v2 is faster (~3 seconds vs ~10), accepts longer prompts (up to 20 000 characters vs 10 000) and works in a single high-quality tier — no medium/high choice. It also drops the aspect ratio selector: the model composes the frame based on the prompt. v1.5 remains available if you need explicit ratio and quality control.

Yes. Drop up to 16 reference images and describe what to change. GPT Image 2 is especially strong at pixel-level edits that preserve composition around the target — product recoloring, object replacement, background updates, local scene refinements.

About 3 seconds per frame. Fast enough for interactive creative workflows — draft, review, refine and deliver within minutes.

Yes. GPT Image 2 produces readable typography across different scripts and markets — localized ads, international packaging, interface mockups and educational graphics in the target language.

Yes. Images generated on Clipia.ai can be used for commercial purposes. Keep a copy of your prompt and result for your own archive — the full ownership and usage terms are covered in our Terms of Service.

GPT Image 2 — Flagship OpenAI Text Rendering | Clipia.ai