OpenAI's state-of-the-art image generation model for fast, high-quality image generation and editing. The official release announcement says it is designed for complex visual tasks with stronger editing, better layouts, improved text rendering, and more reliable instruction-following, and that developers can use it in the API and Codex starting April 21, 2026.
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OpenAI exposed gpt-image-2 through the API with model-card details and concrete 1024×1024 pricing tiers, from $0.006 at low quality to $0.211 at high quality. The release gives engineers a new image endpoint with stronger instruction following and text rendering, but output-cost tradeoffs remain material at higher settings.
OpenAI docs say Codex image generation counts against general usage and burns included limits 3-5x faster, while users showed app-server runs with 32 or 64 parallel workers. The workflow turns bulk image or research jobs into quota-backed batches, so teams should watch usage spikes closely.
A day after GPT Image 2 launched, developers and tool vendors posted reproducible workflows for floor plans, QR codes, conference posters, typography, and Figma-style asset generation. The follow-up matters because it shows where text-heavy visual generation is already usable, but also that quality depends heavily on mode choice, image size, and surrounding tool scaffolding.
OpenAI released GPT Image 2 in ChatGPT, Codex, and the API with thinking mode and 2K outputs. Early tests and Arena scores suggest it is usable for slides, UI mockups, and dense infographic layouts.