DALL·E 3 Is Retired. Here's How to Prompt GPT Image 2.
OpenAI shut down DALL·E 3 on May 12, 2026. Its successor, GPT Image 2, prompts differently — it plans before it draws. What changes, what carries over, and how Prompt Architect handles the switch.
On May 12, 2026, OpenAI removed DALL·E 2 and DALL·E 3 from its API. If you had prompts, workflows, or muscle memory built around DALL·E 3, they now point at a model that no longer exists. The replacement is GPT Image 2 (API id: gpt-image-2), released April 21, 2026 — and it is not just DALL·E 4 with a new name.
What actually changed
GPT Image 2 is the first mainstream image model that *plans before it draws*. It reasons about layout, composition, and text placement before committing pixels, and it self-checks its output. In practice that means:
- Complex instructions land. Multi-object scenes with spatial relationships ("the cat is behind the window, reflected in the mirror") stopped being a coin flip.
- Text in images is reliable. Signs, labels, UI copy — legible on the first try far more often.
- 4K output is in beta. The 1024px ceiling is gone.
What carries over from DALL·E 3 prompting
The descriptive-sentence style still works. GPT Image 2 wants natural language, not tag soup — the opposite of classic Stable Diffusion prompting. Front-load the subject, describe the scene the way you'd brief a photographer, and put constraints ("no text, no watermark") in a separate sentence.
What to stop doing
Stop over-hedging. DALL·E 3 rewrote your prompt behind the scenes, so people learned to repeat key ideas three ways to survive the rewrite. GPT Image 2 follows instructions closely enough that repetition now causes overemphasis — you get three cats because you mentioned the cat three times.
How Prompt Architect handles it
The Studio's GPT Image 2 slot generates the descriptive-prefix format the model likes, with your negative constraints and aspect ratio appended as clean sentences. Old share cards and remix QR codes that pointed at DALL·E 3 automatically load with GPT Image 2 selected — your saved recipes are not orphaned.
Want to see how the same idea renders across GPT Image 2, Midjourney v8.1, Flux, and Nano Banana Pro? That's what Compare view is for.
— The Prompt Architect team
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