
Create a detailed Infographic of the functioning and flow of an automatic coffee machine like a Jura. From bean basket, to grinding, to scale, water tank, boiler, etc. I'd like ...
GPT Image 2 is the most powerful image model available today. Turn a single prompt into stunning, ad-ready visuals in seconds.
Each card pairs an official prompt pattern from OpenAI's prompting guide with a generated output. All shown samples are consistent portrait dimensions (1024x1536) for fair visual comparison.

Create a detailed Infographic of the functioning and flow of an automatic coffee machine like a Jura. From bean basket, to grinding, to scale, water tank, boiler, etc. I'd like ...

Create a photorealistic candid photograph of an elderly sailor standing on a small fishing boat. He has weathered skin with visible wrinkles, pores, and sun texture, and a few f...

Create a realistic outdoor crowd scene in Bethel, New York on August 16, 1969. Photorealistic, period-accurate clothing, staging, and environment.

Give me a cool in culture ad / fashion shot for a brand called Thread. It's a hip young street brand. The ad shows a group of friends hanging out together with the tagline "Your...

Create a detailed Infographic of the functioning and flow of an automatic coffee machine like a Jura. From bean basket, to grinding, to scale, water tank, boiler, etc. I'd like ...

Create a photorealistic candid photograph of an elderly sailor standing on a small fishing boat. He has weathered skin with visible wrinkles, pores, and sun texture, and a few f...

Create a realistic outdoor crowd scene in Bethel, New York on August 16, 1969. Photorealistic, period-accurate clothing, staging, and environment.

Give me a cool in culture ad / fashion shot for a brand called Thread. It's a hip young street brand. The ad shows a group of friends hanging out together with the tagline "Your...

Create a short vertical comic-style reel with 4 equal-sized panels. Panel 1: The owner leaves through the front door. The pet is framed in the window behind them, small against ...

Create a realistic mobile app UI mockup for a local farmers market. Show today's market with a simple header, a short list of vendors with small photos and categories, a small "...

Create a realistic billboard mockup of the shampoo on a highway scene during sunset. Billboard text (EXACT, verbatim, no extra characters): "Fresh and clean" Typography: bold sa...

Create a Christmas holiday card illustration. Scene: a cozy Christmas scene with an old teddy bear sitting inside a keepsake box, slightly worn fur, soft stitching repairs, plac...

Create a short vertical comic-style reel with 4 equal-sized panels. Panel 1: The owner leaves through the front door. The pet is framed in the window behind them, small against ...

Create a realistic mobile app UI mockup for a local farmers market. Show today's market with a simple header, a short list of vendors with small photos and categories, a small "...

Create a realistic billboard mockup of the shampoo on a highway scene during sunset. Billboard text (EXACT, verbatim, no extra characters): "Fresh and clean" Typography: bold sa...

Create a Christmas holiday card illustration. Scene: a cozy Christmas scene with an old teddy bear sitting inside a keepsake box, slightly worn fur, soft stitching repairs, plac...
Engineered for prompt fidelity, structured reasoning, and consistent outputs across runs -- so you get usable results, not just generations.
Prompt Fidelity
Iteration Speed
Production Consistency
Measured by usable output rate -- not just image quality
Quick score view by production concerns: prompt fidelity, iteration speed, text rendering, and consistency.
Best all-round production fit
Fastest iteration loop
High-fidelity visual tasks
Strong style exploration
Snapshot as of May 2, 2026. Scores are practical workflow guidance, not benchmark lab numbers.
Role-based workflows for common production scenarios, from first idea to usable asset.
Produce listing visuals fast without waiting on a full design queue.
Best for catalog refreshes and SKU-heavy operations.
Turn ideas into publish-ready covers and illustrations in one workflow.
Best for high-frequency posting and series continuity.
Ship campaign creatives faster while preserving brand direction.
Best for A/B testing and rapid campaign iteration.
Use AI as an idea accelerator, not a replacement for craft.
Best for reducing blank-canvas time and speeding alignment.
Choose the plan that matches your image generation volume
For solo creators shipping visuals every week
For small teams with steady creative output
For design and marketing teams running production workflows
For solo creators shipping visuals every week
For small teams with steady creative output
For design and marketing teams running production workflows
Practical answers around billing, speed, ownership, and support.
Quick Decision Guide
This section helps you quickly judge fit: where this model usually works well, where it often fails, and what to do when a generation run gets stuck.

Best when your image needs clear headlines, legible body text, and ad-style layout.

Good for fast product concepts, packaging ideas, and simple marketing-ready shots.

Useful when you need clear layout structure, labels, and explanatory visuals.

Works well for making multiple creative directions quickly for one campaign idea.

Some prompts are blocked by policy checks even when intent looks normal.

After many edits in one chat, images can become noisy or visually unstable.

Character details and style can drift when constraints are not explicit enough.

Highly specific natural or science scenes may need manual correction before use.
New chat per hard run, tighter prompt blocks, and fallback model path. This simple sequence usually fixes most failed or unstable outputs.
Simple Workflow
If you want stable output with fewer retries, follow this four-step routine. It is simple, fast, and easy to repeat.
Step 1
Split prompt into Scene, Subject, Style, Text, and Constraints.
Step 2
Use lower-cost drafts to lock direction, then render final quality.
Step 3
Verify text, layout, details, and visible artifacts before shipping.
Step 4
Start a new chat, tighten constraints, and switch fallback path if needed.
Latest Blog
A snapshot of the latest three posts in the archive, with the full blog page linked below for everything else.

A practical look at the most common GPT Image 2 failure modes and the fastest ways to recover without slowing production.

Use a clear GPT Image 2 prompt structure to reduce retries, improve output consistency, and speed up production review.

Use this short checklist to decide whether GPT Image 2 is the right paid workflow tool for your current production needs.
Start Creating
Choose a plan and start producing publishable image assets with fewer revision cycles.