GPT Image 2
OpenAI's current image model (default snapshot gpt-image-2-2026-04-21), served on both /v1/images/generations and /v1/images/edits with documented inpainting support.
- Weights
- Not released
- API
- Yes
- Commercial use
- Vendor states commercial use is permitted
It takes text and image input and returns images, and is billed by token rather than a published flat per-image rate. It replaces gpt-image-1.5 (Dec 2025) and gpt-image-1 (Apr 2025), both of which are still listed and priced.
Output ownership per OpenAI's terms (not verified from a fetched legal page).
Specification
- What it takes in
- text, image
- What it makes
- image
- Maximum resolution
- not established
- Aspect ratios
- not established
- Controls
- editing-by-instruction, inpainting, image-to-image, text-rendering, reference-character-consistency
- Weights
- Not released
- API
- Yes
- Pricing
- token-based: image output $30.00 per 1M tokens, image input $8.00/1M ($2.00 cached), text input $5.00/1M ($1.25 cached). Batch API is 50% of standard. No flat per-image rate is published.
- Released or updated
- 2026-04-21
Maximum resolution and supported aspect ratios are not established here. That means no page we could retrieve stated them, not that the model lacks them.
Strengths
- Strong instruction following and multilingual in-image text per vendor positioning
- Both generation and edit/inpaint endpoints in one model
- Batch API halves cost for async pipelines
Weaknesses
- No published per-image price or supported-size table on the model/pricing pages, making cost modelling awkward
- Token-metered image output is hard to forecast
- Max resolution undocumented on the pages we could fetch
Best for
- Prompt-heavy, instruction-driven generation and editing where reasoning about layout matters more than a fixed per-image budget.
Where the sources disagree
Recorded rather than resolved. Picking the tidier number would hide the fact that the vendor's own pages do not agree.
- DALL-E 3 STATUS: dall-e-3 and dall-e-2 no longer appear on OpenAI's current API pricing page, which lists only gpt-image-2, gpt-image-1.5, gpt-image-1-mini, gpt-image-1 and chatgpt-image-latest. We found no fetched page confirming a formal DALL-E 3 deprecation date, so treat 'removed from pricing page' as the verified fact, not 'retired'.
- Third-party sources derive $0.005-$0.211 per image from the token rates and report an early-May 2026 developer API opening; OpenAI publishes neither figure directly.
- gpt-image-1.5 is priced at $32.00/1M image output tokens — higher than gpt-image-2's $30.00 — on the same page.
What to understand before using it
Explainers naming the mechanisms this model's own documentation mentions.
How to prompt it
Written for GPT Image 2. See prompt craft for the full vocabulary and cinematic language for the lens, light and mood tables.
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GPT Image 2
Default high-fidelity image generation; graphic design, UI, banners, typography, and any brief with on-image text; generated product concept / packaging / can / bottle with brand name or label text; the controlled second stage that adds readable text or exact graphic details onto an existing scene; seamless-texture edits; character animation sheets as a 5x5 grid in one image.
The model to reach for when literal copy must be inside the image, state exact literal copy, display/body font family names and which text uses each, logo placement/scale/clear space/colour variant, text hierarchy/alignment/line breaks/contrast, palette roles and aspect ratio. In brandkit it is used only for that controlled stage and must preserve Image0's camera, crop, objects, lighting, material, folds, shadows, pe
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See it from the vendor
Shotcraft hosts no sample output. Judging a model means watching its own showreel with your own eyes, and a clip re-hosted here would be a clip we chose.
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