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's /models catalog lists GPT Image 2 (this model has had no calls on the platform recently — availability is governed by actual calls). Each call has a $0.08 floor (covering the fixed costs of the subscription service, auth, dispatch and network stability); when the actual cost exceeds $0.08, you're billed at OpenAI's real price — zero hidden markup. The same QCode plan quota covers Claude Code, OpenAI Codex and Gemini across multiple CLI tools.
Minimum charge per request
Per image (resolution × quality)
API Setup Example
Use OpenAI-compatible API. Just point BASE_URL to QCode endpoint, use QCode Key as API Key — everything else identical to official SDK.
from openai import OpenAI
# 注意：图像生成走专用端点 /qcode-img/v1（与文本 /openai/v1 区分）
client = OpenAI(
api_key="$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-5.6
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?
QCode runs its developer platform on Asia-Pacific nodes (Hong Kong/Japan), so access from mainland China is stable. The /models catalog lists gpt-image-2, but this model has had no calls on the platform recently — availability is governed by the live list and your actual calls.
Can my QCode plan quota be used for GPT Image 2?
QCode plan quota works across multiple CLI tools (Claude Code, OpenAI Codex, Google Gemini, etc.) with a single API Key. Note: /models lists gpt-image-2, but it has had no calls recently — availability is governed by actual calls; each image call counts $0.08+ toward your dailyCostLimit.
Learn about GPT Image 2
QCode plans share quota across multiple CLIs — flexible subscription