How to Choose Between Veo 3.1 and Sora 2 Pro for Video Work
Veo 3.1 and Sora 2 Pro are the two leading AI video models. This comparison covers audio quality, editing controls, resolution, pricing and which fits…
OpenAI's flagship image model with accurate text rendering and fine control
GPT Image 1 is OpenAI’s image generation model, exposed through the OpenAI API with token-based pricing and a reputation for rendering legible text inside images. A 1024×1024 low-detail generation costs roughly $0.011, image edits start around $0.04 per edit, and it lives behind the Images API.
OpenAI’s earlier DALL-E line struggled with spelling, logos and any text you wanted on a poster. GPT Image 1 is the generation built on the GPT-4o multimodal stack, and the headline improvement is exactly that: signs, labels and short captions usually come out readable.
It is an API product first. You call it from code, pass a prompt plus optional reference images, and get back a file. Consumer access shows up in ChatGPT image features, but the model’s real home is the developer platform.
Cost adds up quietly. Low quality at 1024×1024 is around $0.011, but high-quality large images run several times that, and every edit is another charge. A batch job that generates 500 images can land in the tens of dollars without warning.
It is not artistically exciting. Midjourney and Flux still win on mood, illustration and stylized art. GPT Image 1 wins when the image has to say something accurate — a menu, a diagram, a product label.
Moderation is strict. Likenesses of public figures, some brand marks and anything close to real-person imagery get refused. Expect friction if your use case brushes those lines.
Developers building image features into a product, and designers who need text-accurate mockups fast. Skip it if you want a browsing-and-prompting creative tool with a big style library, or if you need unlimited generation on a flat fee.