GPT-Image-2 Service Notice and Selection Guide
How to use the GPT88 image workstation and image acceleration route for GPT-Image-2 workflows, including 1K / 2K / 4K strategy and native 4K versus upscaled 4K.
Recommended entry points
Image acceleration route
https://img.gpt88.cc
Image workstation
https://agent.gpt88.cc
OpenAI-compatible image API
https://img.gpt88.cc/v1/images/generations
https://img.gpt88.cc/v1/images/editsagent.gpt88.ccis the visual image workstation.https://img.gpt88.ccis the unified image API Base URL.
Separate account system note
Why use a dedicated image route
Image generation has different latency and payload characteristics from text chat. A separate image route is better for upload-heavy, batch-heavy, or latency-sensitive image workflows.
Resolution and pricing strategy
The current public message of this service is that 1K, 2K, and 4K sit under the same pricing tier for this workflow family, with practical single-image costs kept low. Exact pricing still follows the live platform display.
Native 4K versus upscaled 4K
Native 4K
The model generates at 4K quality directly
Best for texture fidelity, edge clarity, facial stability, packaging details, and post-crop flexibility
Upscaled 4K
The image starts smaller and is later enlarged by AI
Best for output size and throughput efficiency
Risk: soft small text, guessed details, weaker complex texture fidelityThe shortest rule is: upscaled 4K solves output size; native 4K solves actual image quality.
API integration suggestion
For code-driven image generation, route OpenAI-compatible image requests tohttps://img.gpt88.cc and use the official gpt-image-2 image endpoint family.
curl https://img.gpt88.cc/v1/images/generations \
-H "Authorization: Bearer $GPT88_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "gpt-image-2",
"prompt": "Premium ecommerce skincare poster, glass bottle, silver pump, soft natural light, minimal luxury look, no text, no watermark",
"size": "1024x1024",
"quality": "high",
"n": 1
}'- Image API for official endpoint structure.
- Agent Image Studio for manual drafting workflows.
Recommended workflow
- Draft manually in
agent.gpt88.cc. - Lock the prompt and composition direction.
- Move stable prompts into API scripts via
https://img.gpt88.cc. - Use cheaper / faster modes for batch support assets and higher-quality modes for covers, ads, and hero images.