GPT Image 2

This model excels at generating images with precise text rendering, making it ideal for UI mockups, posters, and product photography. Thanks to its built-in reasoning layer, it handles complex spatial layouts and multilingual typography—including CJK characters—with high accuracy. The High tier specifically delivers maximum photorealism and neutral color reproduction, ensuring that products and characters remain consistent across multiple generations without the plastic look of older models.

OpenAI officially released GPT Image 2 on April 21, 2026, replacing GPT Image 1.5 as their flagship image generation model. It is the first OpenAI image model to feature built-in reasoning. The High tier represents the model's maximum quality setting and highest token cost. For budget-conscious prototyping, the same architecture is available in GPT Image 2 Medium and GPT Image 2 Low variants.

Native 4K generation at the high-quality tier is expensive, costing around $0.40 per image. A popular community workflow is to generate your initial drafts using GPT Image 2 Low or Nano Banana 2 for just a few cents. Once you find a composition you like, you can render the final hero asset in the High tier. Alternatively, you can generate at low quality and chain the result into an external upscaler to achieve near-4K resolution at a fraction of the native cost.

To get the most reliable typography, wrap the exact text you want in single quotes within your prompt. Community testing shows it is best to keep quoted phrases under 12 words per region. For complex scenes, clearly state the spatial layout (e.g., "headline strip at the top"). You can find structured templates and failure fixes in the awesome-gpt-image-2-prompts repository.