GPT Image 2 Complete Guide
OpenAI's 2026 flagship image generation model — built-in reasoning, web search, text rendering, and image editing. Capabilities, official pricing, QCode access, use cases.
What is GPT Image 2
GPT Image 2 is OpenAI's latest image generation model released in 2026 — a major upgrade over DALL·E 3. Supports reasoning (thinks through composition before generating), web search (generates based on real-time info), text rendering (clear text in images), and image editing (modify locally rather than regenerate). The strongest available image model in OpenAI's ecosystem.
Key Capabilities
Text-to-image, image-to-image, image editing (local edits/style transfer), text rendering (posters/memes/infographics), multiple resolutions (1024×1024/1024×1536/1536×1024), quality tiers (low/medium/high). Token-based pricing for precise cost control.
OpenAI Official Pricing
Token pricing: $8/M input image tokens + $30/M output image tokens. Per-image cost — 1024×1024: low $0.006 / medium $0.053 / high $0.211; 1024×1536: low $0.005 / medium $0.041 / high $0.165. Typical usage range: $0.04-$0.35 per image.
| Resolution | Low | Medium | High |
|---|---|---|---|
| 1024 × 1024 | $0.006 | $0.053 | $0.211 |
| 1024 × 1536 | $0.005 | $0.041 | $0.165 |
| 1536 × 1024 | $0.005 | $0.041 | $0.165 |
Token: $8/M input · $30/M output (image tokens)
Access via QCode
QCode provides GPT Image 2 API proxy. Floor pricing: $0.08 per call minimum (covers fixed costs: proxy service, auth, dispatching, network stability). When actual cost exceeds $0.08, billed at OpenAI's actual rate — zero hidden markup. The same QCode plan quota covers Claude Code, OpenAI Codex, and Gemini — shared across three platforms.
Minimum charge per request
Per image (resolution × quality)
API Setup Example
Use OpenAI-compatible API. Just point BASE_URL to QCode endpoint, use QCode Key as API Key — everything else identical to official SDK.
from openai import OpenAI
# 注意：图像生成走专用端点 /qcode-img/v1（与文本 /openai/v1 区分）
client = OpenAI(
api_key="$QCODE_KEY",
base_url="https://api.qcode.cc/qcode-img/v1",
)
response = client.images.generate(
model="gpt-image-2",
prompt="A serene Japanese garden with a koi pond",
size="1024x1024",
quality="medium",
)
print(response.data[0].url)
# 完整端点路径: POST https://api.qcode.cc/qcode-img/v1/images/generationsUse Cases
Marketing assets, social media posters, e-commerce product shots, book illustrations, concept design drafts, slide graphics, UI mockups, prototype designs. Reasoning capability handles complex multi-object scenes, text posters, and infographics — far surpassing DALL·E 3 output quality.
vs DALL·E 3 / Midjourney / Stable Diffusion
vs DALL·E 3: comprehensive upgrade (reasoning + editing + text rendering), slightly higher price but significantly better quality. vs Midjourney: API-first design suits programmatic integration; Midjourney leans Discord creator workflow. vs Stable Diffusion: closed-source but more stable quality and controllability, no self-hosted GPU needed. For production API integration, GPT Image 2 is the best current choice.
QCode also powers OpenAI Codex / GPT-5.5
Your QCode quota works seamlessly across Claude Code, OpenAI Codex CLI, and Google Gemini — one shared balance, zero duplicate spend.
FAQ
How much better is GPT Image 2 than DALL·E 3?
Significantly better. GPT Image 2 has built-in reasoning, web search, text rendering (Chinese/English/long text clear), and image editing (local modifications). Far surpasses DALL·E 3 on complex scenes, posters, and infographics.
What does the $0.08 floor mean?
Minimum charge of $0.08 per call (even if low-quality small image actual cost is only $0.006). When actual cost exceeds $0.08, billed at OpenAI's actual rate — zero markup. The floor covers QCode proxy fixed costs (auth, dispatching, network stability).
Can users in China stably access GPT Image 2?
Yes. QCode deploys API proxies in Asia-Pacific (Hong Kong/Japan) for stable China access. Configure OpenAI SDK BASE_URL to QCode endpoint to use.
Can my QCode plan quota be used for GPT Image 2?
Yes. QCode plans share dailyCostLimit across three platforms — Claude Code, OpenAI Codex (including GPT Image 2), and Google Gemini. One API Key, no separate purchase needed. Note: each image call counts $0.08+ toward dailyCostLimit.
Try GPT Image 2 Now
QCode plans share quota across three platforms — save 85%