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Image Image Editing openai

GPT Image 2.6 Flare Edit

GPT Image 2.6 Flare Edit costs $0.067294/image (medium, 1:1) on FairStack · an image editing model for Fast iterative edits, Text corrections inside an existing image, Product shots with label text. 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
$0.067294/image
medium, 1:1
Platform fee
Flat 20%

What is GPT Image 2.6 Flare Edit?

GPT Image 2.6 Flare Edit is the faster of the two models OpenAI shipped with Images 2.6 on 2026-11-04. It edits from one or more reference images through OpenAI's image edit endpoint and keeps the 2.x strengths: accurate text, neutral colour and strong prompt adherence. 2.6 uses the same per-token rates as 2.5 but spends more tokens at the low and medium tiers (about 4.2x at low and 3.3x at medium), so a medium 2.6 edit costs roughly three times a medium 2.5 edit. At high, xhigh and max the two versions cost the same. Requests run against OpenAI directly, with fal.ai wired as a same-model fallback.

Key Features

Five quality tiers — low, medium, high, xhigh, max
Multi-reference input on the edit endpoint
Strong text rendering, including CJK and Cyrillic scripts
OpenAI direct with a same-model fal.ai fallback

What are GPT Image 2.6 Flare Edit's strengths?

Fast for its quality class
Precise targeted text edits
Excellent prompt adherence

What are GPT Image 2.6 Flare Edit's limitations?

Low and medium tiers cost about 3-4x the same tier on GPT Image 2.5
May return a transparent background when the prompt reads like a logo or icon
SVG and animated GIF output are not exposed on FairStack yet

What is GPT Image 2.6 Flare Edit best for?

Fast iterative edits Text corrections inside an existing image Product shots with label text

How much does GPT Image 2.6 Flare Edit cost?

Metric
FairStack
Details
medium · 1:1(default)
$0.067294/image
Billed per image, 20% platform fee included.
low · 1:1
$0.044758/image
Billed per image, 20% platform fee included.
low · 16:9
$0.039034/image
Billed per image, 20% platform fee included.
low · 9:16
$0.039034/image
Billed per image, 20% platform fee included.
medium · 16:9
$0.055882/image
Billed per image, 20% platform fee included.
medium · 9:16
$0.055882/image
Billed per image, 20% platform fee included.
high · 1:1
$0.078346/image
Billed per image, 20% platform fee included.
high · 16:9
$0.064522/image
Billed per image, 20% platform fee included.
high · 9:16
$0.064522/image
Billed per image, 20% platform fee included.
xhigh · 1:1
$0.127522/image
Billed per image, 20% platform fee included.
xhigh · 16:9
$0.103654/image
Billed per image, 20% platform fee included.
xhigh · 9:16
$0.103654/image
Billed per image, 20% platform fee included.
max · 1:1
$0.267994/image
Billed per image, 20% platform fee included.
max · 16:9
$0.212698/image
Billed per image, 20% platform fee included.
max · 9:16
$0.212698/image
Billed per image, 20% platform fee included.
Subscription
None
Pay per generation only

How does GPT Image 2.6 Flare Edit perform across capabilities?

From the FR-1296 bake-off on FairStack (2026-11-06, medium 1024x1024, 9 t2i prompts). Edit scores are inferred from the Sunburst edit chains; Flare edit itself was not chain-tested.

photorealism
84%
layout precision
82%
text rendering
92%
identity consistency
50%
style adherence
84%
editing
84%
fine detail
82%
multi subject
76%
lighting complexity
80%
storytelling
76%

How do I use the GPT Image 2.6 Flare Edit 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-2-6-flare-i2i",
    "input": {
      "prompt": "Your prompt here",
      "image_url": "https://example.com/photo.jpg"
    }
  }'
Python
import os
import requests

response = requests.post(
    "https://api.fairstack.ai/v1/generations/image",
    headers={
        "Authorization": f"Bearer {os.environ['FAIRSTACK_API_KEY']}",
        "Content-Type": "application/json",
    },
    json={
      "model": "gpt-image-2-6-flare-i2i",
      "input": {
        "prompt": "Your prompt here",
        "image_url": "https://example.com/photo.jpg"
      }
    },
)

result = response.json()
print(result["data"])
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-2-6-flare-i2i",
    "input": {
      "prompt": "Your prompt here",
      "image_url": "https://example.com/photo.jpg"
    }
  }),
});

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

What parameters does GPT Image 2.6 Flare Edit support?

Parameter
Type
Default
Details
image_size
enum
auto
Options: auto, 1024x1024, 1536x1024, 1024x1536
quality
enum
medium
Options: low, medium, high, xhigh, max
image_urls
array_of_strings
—
mask_image_url
string (optional)
—
input_fidelity
enum
high
Options: low, high
num_images
integer
1
Range: 1–4
output_format
enum
png
Options: jpeg, png, webp
background
enum
opaque
Options: auto, transparent, opaque

Frequently Asked Questions

How much does GPT Image 2.6 Flare Edit cost?

GPT Image 2.6 Flare Edit costs $0.067294/image (medium, 1:1) on FairStack as of 2026-11-10. 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 2.6 Flare Edit and what is it best for?

GPT Image 2.6 Flare Edit is the faster of the two models OpenAI shipped with Images 2.6 on 2026-11-04. It edits from one or more reference images through OpenAI's image edit endpoint and keeps the 2.x strengths: accurate text, neutral colour and strong prompt adherence. 2.6 uses the same per-token rates as 2.5 but spends more tokens at the low and medium tiers (about 4.2x at low and 3.3x at medium), so a medium 2.6 edit costs roughly three times a medium 2.5 edit. At high, xhigh and max the two versions cost the same. Requests run against OpenAI directly, with fal.ai wired as a same-model fallback. GPT Image 2.6 Flare Edit is best for Fast iterative edits, Text corrections inside an existing image, Product shots with label text. Available via FairStack's REST API with curl, Python, and Node.js SDKs.

Does GPT Image 2.6 Flare Edit have an API?

Yes. GPT Image 2.6 Flare Edit is available via FairStack's REST API at api.fairstack.ai. Send a POST request to /v1/generations/image with your API key, the model key, and an input object (input.prompt). Works with curl, Python requests, Node.js fetch, and any HTTP client. No SDK installation required.

How does GPT Image 2.6 Flare Edit compare to other image models?

GPT Image 2.6 Flare Edit excels at Fast iterative edits, Text corrections inside an existing image, Product shots with label text. It is an image editing model priced at $0.067294/image (medium, 1:1) on FairStack. Key strengths: Fast for its quality class, Precise targeted text edits. Compare all image models at fairstack.ai/models.

See how GPT Image 2.6 Flare Edit compares

Side-by-side pricing comparisons with competitors

Start using GPT Image 2.6 Flare Edit today

$0.067294/image (medium, 1:1). Full API access. No subscription.

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