Build production AI experiences with GPT Image 2.5 through one stable API.
Use the quick estimate above for a single run, then review the full CometAPI and official-price comparison.
Explore competitive pricing for GPT Image 2.5, designed to fit various budgets and usage needs. Our flexible plans ensure you only pay for what you use, making it easy to scale as your requirements grow. Discover how GPT Image 2.5 can enhance your projects while keeping costs manageable.
| Comet Price (USD / M Tokens) | Official Price (USD / M Tokens) | Discount |
|---|---|---|
Input:$4/M Output:$24/M | Input:$5/M Output:$30/M | -20% |
Copy a working endpoint and code example, then open the complete API reference when you need every parameter.
Authenticate once, call the model endpoint and keep the same billing and observability workflow across providers.
Access comprehensive sample code and API resources for GPT Image 2.5 to streamline your integration process. Our detailed documentation provides step-by-step guidance, helping you leverage the full potential of GPT Image 2.5 in your projects.
curl "https://api.cometapi.com/v1/images/generations" \
-H "Content-Type: application/json" \
-H "Authorization: Bearer $COMETAPI_KEY" \
-d '{
"model": "gpt-image-2.5-sunburst",
"prompt": "A small ceramic fox sitting on a mossy stone beside a blue lake, soft morning light."
}'Scan the model facts that matter before you choose an architecture or estimate production workload.
Use GPT Image 2.5 for production workflows that match its image capabilities, then compare alternatives before committing to a long-term integration.
Product visuals and campaign creative
Concept art and rapid visual exploration
Image editing, variation and asset production
Compare other models available through CometAPI for different quality, latency, capability and pricing trade-offs.
Explore the GPT Image 2.5 Flare API.
GPT Image 2 is openai state-of-the-art image generation model for fast, high-quality image generation and editing. It supports flexible image sizes and high-fidelity image inputs.
Gemini 3.1 Flash Lite Image model is an efficiency expert in the image generation family, designed for ultra-low latency and cost-effective image generation and modification.
Core Capabilities Overview: Resolution: Up to 4K (4096×4096), on par with Pro. Reference Image Consistency: Up to 14 reference images (10 objects + 4 characters), maintaining style/character consistency. Extreme Aspect Ratios: New 1:4, 4:1, 1:8, 8:1 ratios added, suitable for long images, posters, and banners. Text Rendering: Advanced text generation, suitable for infographics and marketing poster layouts. Search Enhancement: Integrated Google Search + Image Search. Grounding: Built-in thinking process; complex prompts are reasoned before generation.
FLUX.2 [max] is a top-tier visual-intelligence model from Black Forest Labs (BFL) designed for production workflows: marketing, product photography, e-commerce, creative pipelines, and any application that requires consistent character/product identity, accurate text rendering, and photoreal detail at multi-megapixel resolutions. The architecture is engineered for strong prompt-following, multi-reference fusion (up to ten input images), and grounded generation (ability to incorporate up-to-date web context when producing images).
FLUX.2 [max] is the flagship, highest-quality variant of the FLUX.2 family from Black Forest Labs (BFL). It is positioned as a professional-grade text→image generation and image-editing model that focuses on maximal fidelity, prompt adherence, and editing consistency across characters, objects, lighting and color. BFL and partner registries describe FLUX.2 [max] as the top-tier FLUX.2 variant with features for multi-reference editing, grounded generation.
Review live heartbeat data, endpoint availability and observed response times before moving into production.