GPT Image 2: specs, access and what it's best at
Updated July 22, 2026
OpenAI's reasoning image model — the most obedient to complex prompts and text.
At a glance
| GPT Image 2 | |
|---|---|
| Developer | OpenAI |
| Released | Apr 21, 2026 |
| Model ID | gpt-image-2 |
| Max resolution | Up to 2K |
| Aspect ratios | 3:1 (ultra-wide) to 1:3 (ultra-tall) |
| Batch | Up to 8 coherent images per prompt |
| Text accuracy | ~99% char-level (Latin, CJK, Hindi, Bengali) |
| Pricing (1024²) | ~$0.006 low · $0.053 med · $0.211 high |
What it is
OpenAI's first image model with native reasoning: it plans a layout, can pull references from web search, and self-checks before returning an image. That reasoning is why it opened a large Elo lead on the blind-vote arenas.
It replaced DALL·E 2 and 3 (both retired May 12, 2026) as the default image model in ChatGPT and the API. Two caveats: GPT Image 2's text-to-image endpoint has no transparent-background parameter and no input-fidelity control — for transparent PNGs or fine edit fidelity, the legacy gpt-image-1.5 is still the better pick.
What it's best at
Prompt obedience and text. It's the model to reach for when the brief is exact — right objects, right positions, nothing extra — or when legible typography across multiple font weights matters, such as magazine layouts and hero brand assets.
Related
Frequently asked questions
- GPT Image 2 vs GPT Image 1.5 — which should I use?
- GPT Image 2 is the reasoning, quality-first default and wins on prompt adherence and text. GPT Image 1.5 (Dec 16, 2025) remains available as a stable legacy option and is better if you need transparent backgrounds or input-fidelity control, which GPT Image 2 dropped.
- Does GPT Image 2 output transparent backgrounds?
- Not on its text-to-image endpoint — requests with background: transparent aren't supported. For transparent PNGs, product cut-outs, logos or UI assets, use gpt-image-1.5.
- Is 'GPT Image 2' the official name?
- Yes. The official API model name is gpt-image-2, released April 21, 2026. OpenAI has not used 'DALL·E 4' — that is not an official name.