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.
What it costs, per channel
Every channel bills GPT Image 2in its own unit. These are their published rates, all reduced to one 1024×1024 image and re-checked daily; the row renders empty until the next sweep covers this model.
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.