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GPT Image 2

GPT Image 2 costs $0.072/image on FairStack — a text to image model for Marketing images with precise text, Multilingual content (CJK), Handwritten-style compositions. No subscription required. Pay per generation with full REST API access. FairStack applies a transparent 20% margin on infrastructure cost so you always see the real price.

FairStack price
$0.072/image
Try GPT Image 2 API Quickstart Last updated 2026-05-13

What is GPT Image 2?

GPT Image 2 is OpenAI's successor to GPT Image 1.5, released April 2026. It delivers near-perfect text rendering including handwritten notes and CJK scripts, eliminates the persistent warm color cast that plagued 1.5, and brings meaningful gains in prompt adherence and multi-object scene handling. The image-to-image endpoint supports precise inpainting and outpainting via mask images. On FairStack, GPT Image 2 runs on fal.ai with full parameter control: three quality tiers (low $0.01 / medium $0.06 / high $0.22 at 1024×1024), six preset resolutions (square_hd, square, portrait_4_3, portrait_16_9, landscape_4_3, landscape_16_9), and custom width×height sizing (multiples of 16, up to 8.3M total pixels). We chose fal.ai over the Kie.ai variant specifically because Kie.ai's gpt-image-2 endpoint accepts only prompt+aspect_ratio with no way to control quality or resolution. This is the recommended model for marketing images with text, multilingual content, UI mockups, and any workflow where 1.5 was close but not quite right.

Key Features

Near-perfect text rendering — including handwritten text and CJK scripts
No warm color cast — clean, neutral color reproduction vs 1.5
Three quality tiers — $0.01 low / $0.06 medium / $0.22 high at 1024²
Six preset resolutions + fully custom width/height
Mask-based inpainting/outpainting on the edit endpoint
Up to 16 reference images on image-to-image variant

What are GPT Image 2's strengths?

Industry-leading text rendering
Excellent prompt adherence
Multilingual support (CJK scripts)
Full quality and resolution control

What are GPT Image 2's limitations?

High quality tier is expensive ($0.22/image at 1024²)
Requires fal.ai availability — no silent fallback to lower-quality providers

What is GPT Image 2 best for?

Marketing images with precise text Multilingual content (CJK) Handwritten-style compositions UI mockups and product shots

How much does GPT Image 2 cost?

Metric
FairStack
Details
Price per generation
$0.072
Includes 20% margin
low:1024x1024 quality
$0.0100
Per generation
low:1024x1536 quality
$0.0100
Per generation
low:1536x1024 quality
$0.0100
Per generation
medium:1024x1024 quality
$0.0600
Per generation
medium:1024x1536 quality
$0.0500
Per generation
medium:1536x1024 quality
$0.0500
Per generation
high:1024x1024 quality
$0.2200
Per generation
high:1024x1536 quality
$0.1700
Per generation
high:1536x1024 quality
$0.1700
Per generation
Subscription
None
Pay per generation only

How does GPT Image 2 perform across capabilities?

Estimated from OpenAI release notes and fal.ai benchmarks — not yet independently verified on FairStack.

photorealism
82%
layout precision
78%
text rendering
92%
identity consistency
45%
style adherence
82%
fine detail
78%
multi subject
72%
lighting complexity
75%
storytelling
72%

How do I use the GPT Image 2 API?

curl
curl -X POST https://api.fairstack.ai/v1/generations/image \
  -H "Authorization: Bearer $FAIRSTACK_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "gpt-image-2-t2i",
    "prompt": "Your prompt here"
  }'
Python
import requests

response = requests.post(
    "https://api.fairstack.ai/v1/generations/image",
    headers={
        "Authorization": f"Bearer {FAIRSTACK_API_KEY}",
        "Content-Type": "application/json",
    },
    json={
        "model": "gpt-image-2-t2i",
        "prompt": "Your prompt here",
    },
)

result = response.json()
print(result["url"])
Node.js
const response = await fetch(
  "https://api.fairstack.ai/v1/generations/image",
  {
    method: "POST",
    headers: {
      Authorization: `Bearer ${process.env.FAIRSTACK_API_KEY}`,
      "Content-Type": "application/json",
    },
    body: JSON.stringify({
      model: "gpt-image-2-t2i",
      prompt: "Your prompt here",
    }),
  }
);

const result = await response.json();
console.log(result.url);

What parameters does GPT Image 2 support?

Parameter
Type
Default
Details
image_size
enum
1024x1024
Options: 1024x1024, 1536x1024, 1024x1536
quality
enum
high
Options: low, medium, high
num_images
integer
1
Range: 1–4
output_format
enum
png
Options: jpeg, png, webp
background
enum
auto
Options: auto, transparent, opaque

Frequently Asked Questions

How much does GPT Image 2 cost?

GPT Image 2 costs $0.072/image on FairStack as of 2026-05-13. This price includes FairStack's transparent 20% margin on infrastructure cost. No subscription or monthly fee — you pay per generation only. Minimum deposit is $1.

What is GPT Image 2 and what is it best for?

GPT Image 2 is OpenAI's successor to GPT Image 1.5, released April 2026. It delivers near-perfect text rendering including handwritten notes and CJK scripts, eliminates the persistent warm color cast that plagued 1.5, and brings meaningful gains in prompt adherence and multi-object scene handling. The image-to-image endpoint supports precise inpainting and outpainting via mask images. On FairStack, GPT Image 2 runs on fal.ai with full parameter control: three quality tiers (low $0.01 / medium $0.06 / high $0.22 at 1024×1024), six preset resolutions (square_hd, square, portrait_4_3, portrait_16_9, landscape_4_3, landscape_16_9), and custom width×height sizing (multiples of 16, up to 8.3M total pixels). We chose fal.ai over the Kie.ai variant specifically because Kie.ai's gpt-image-2 endpoint accepts only prompt+aspect_ratio with no way to control quality or resolution. This is the recommended model for marketing images with text, multilingual content, UI mockups, and any workflow where 1.5 was close but not quite right. GPT Image 2 is best for Marketing images with precise text, Multilingual content (CJK), Handwritten-style compositions. Available via FairStack's REST API with curl, Python, and Node.js SDKs.

Does GPT Image 2 have an API?

Yes. GPT Image 2 is available via FairStack's REST API at api.fairstack.ai. Send a POST request to /v1/generations/image with your API key and prompt. Works with curl, Python requests, Node.js fetch, and any HTTP client. No SDK installation required.

How does GPT Image 2 compare to other image models?

GPT Image 2 excels at Marketing images with precise text, Multilingual content (CJK), Handwritten-style compositions. It is a text to image model priced at $0.072/image on FairStack. Key strengths: Industry-leading text rendering, Excellent prompt adherence. Compare all image models at fairstack.ai/models.

See how GPT Image 2 compares

Side-by-side pricing comparisons with competitors

Start using GPT Image 2 today

$0.072/image. Full API access. No subscription.

Start Creating