Openai GPT Image 2 Text-to-Image API by OpenAI
GPT Image 2 text to image is OpenAI's fast, cost-efficient text-to-image generator powered by GPT-5 guidance. Create photorealistic shots, product renders, concept art, and stylized graphics from natural-language prompts (optionally conditioned with an image). Supports custom aspect ratios, seeds, negative prompts, hex color hints, and style presets. Ready-to-use REST inference API, best performance, no coldstarts, affordable pricing.
OpenAI GPT Image 2 Text-to-Image Model
GPT Image 2 Text-to-Imave is a cost-efficient multimodal text-to-image generation model powered by OpenAI’s GPT image technology. It combines strong prompt understanding with optimized image synthesis to generate high-quality visuals from natural language, making it ideal for UI design, concept art, product mockups, and creative visualization.
🌟 Key Features
🧠 Strong Visual Understanding
Understands complex textual instructions and applies targeted edits that match intent and context.
🎨 Intelligent Image Editing
Add, remove, or modify elements in an image with precision — from subtle adjustments to full stylistic transformations.
🖼 Multi-Image Support
Accepts one or more image inputs to guide the edit or style reference process.
💡 Context-Aware Refinement
Preserves the key artistic or photographic features, such as lighting, tone, and pose, while applying changes only where needed.
💰 Efficient and Accessible
Professional-quality visual editing at low cost, ideal for rapid prototyping, design iteration, or creative workflows.
⚙️ Parameters
| Parameter | Description |
|---|---|
prompt* | Text description of the desired image (e.g. “street food market at night, photojournalism style...”) |
quality | Output quality tier: low, medium, or high |
size | Output size: 1024×1024, 1024×1536, or 1536×1024 |
💳 Pricing
Billing is token-based. The total cost per image is:
Total = (Input cost + Output cost) × n
Output tokens
Calculated from the requested output size and quality:
tokens = ceil( base × round(base × short_side / long_side) × (2,000,000 + W×H) / 4,000,000 )
Output cost = output_tokens × $0.00003
Input tokens
Input cost = prompt x $0.000005
🎯 Use Cases
- Product & Fashion Editing — Adjust outfits, lighting, or background for catalog or campaign visuals.
- UI/UX & Brand Design — Apply aesthetic refinements to mockups or visual assets.
- Creative Direction — Evolve photo concepts while preserving original mood and framing.
- Photography & Illustration — Fix, enhance, or restyle images using natural text prompts.
