// prompt-as-code · 700+ cases · 14 categories · 3 datasets

GPT Image 2 Prompt Gallery

Real prompts, real results. Browse reverse-engineered GPT Image 2 cases, copy the exact prompt, and generate your own version in seconds.

700+ prompts14 categories3 datasetsfree to copy

datasets: freestylefly/awesome-gpt-image-2 · EvoLinkAI/…-API-and-Prompts · ZeroLu/awesome-gpt-image (GitHub)

Learn Prompt Engineering from Real GPT Image 2 Examples

Every card above is a working GPT Image 2 prompt paired with the image it actually produced — infographics, product shots, posters, UI mockups, and photoreal portraits. Studying the structure (subject → style → composition → lighting → output specs) is the fastest way to level up your own prompt writing. Filter by category, search for a technique, and remix what works in our free AI image generator.

Generated something worth keeping? Polish it further with the AI image enhancer and background remover, or drop any case's prompt into the editor and iterate until it's yours.

// sources & attribution

This gallery is compiled from open-source datasets hosted on GitHub: freestylefly/awesome-gpt-image-2 (MIT), EvoLinkAI/awesome-gpt-image-2-API-and-Prompts (CC0), and ZeroLu/awesome-gpt-image (MIT).

All prompts and preview images belong to their original creators and are shared under each repository's license. Every case links back to its original source. If you are a copyright holder and believe any content here infringes your rights, or would like a case removed, email us at [email protected] and we will respond promptly.

GPT Image 2 Prompt Gallery FAQ

GPT Image 2 is OpenAI's most capable image generation and editing model. It follows long, structured prompts with high fidelity — handling layout, text rendering, multi-panel compositions, and photorealistic detail — which is why detailed prompt engineering pays off more than with earlier models.
The best prompts read like art direction briefs: subject, style, composition, lighting, color palette, aspect ratio, and camera or rendering details. The prompts in this gallery are reverse-engineered from real viral generations, so each one demonstrates a production-grade structure you can adapt.
Yes. The gallery is compiled from open-source GitHub datasets (MIT and CC0 licenses), so you can copy, remix, and adapt the prompts in personal or commercial projects. Each case links back to its original source for attribution.
Click any card to open the full prompt, then hit 'Try this prompt' — it loads the prompt straight into our AI image generator with GPT Image 2 preselected (image-editing prompts open in image-to-image mode so you can upload your photo first). Or press 'Copy prompt' and paste it into any image tool you like.
Absolutely — you should. Treat each prompt as a starting template: swap the subject, change the aspect ratio, adjust the style keywords, and make it yours before generating.
The in-app editor accepts prompts up to 10,000 characters for GPT Image 2. Only a handful of gallery prompts are longer — the modal warns you when that happens — so trim the sections you don't need after pasting.
Most prompts are model-agnostic and transfer well to Flux or other diffusion models. GPT Image 2 is unusually good at literal text rendering and complex layout instructions, so expect the best fidelity when you run them as-is on GPT Image 2.
They are curated and rewritten from real community generations — each case keeps a link to its original source post and to the upstream open-source repository where the full library is maintained.
Images you generate with our tool can be used for commercial work. Note that the gallery preview images belong to their original creators and are shown for inspiration and prompt reference.
No — browsing, searching, and copying prompts is completely free and requires no signup. A free account is only needed when you want to generate and download images.