OpenAIOpenAI Cost-sensitive image exploration

GPT Image 2 Sale

Evaluate a discounted GPT Image 2 route for concept rounds, catalog drafts, and quick reference edits.

TokenHot lists GPT Image 2 Sale under gpt-image-2-sale as a discounted route currently mapped to GPT Image 2. Use it to compare the cost of reaching a usable candidate across repeated requests.

  • Text to image
  • Optional Playground reference
  • Per-image pricing

The published example uses a text prompt with the Images generation endpoint. Attaching a reference in the Playground sends an Images edit request with that one file. Verify the exact route and fields before integrating edits.

Try this model

Choose an aspect ratio and resolution to generate an image.

gpt-image-2-sale

Input

Reference image (optional)

JPG / PNG · Up to 10 MB. Uploaded when you generate.

Aspect ratio
Resolution

1024 × 1024 px

Uses your account balance at the model’s current rates.

Generated result

Your creation appears here

Enter a prompt, choose your settings, and generate.

USD /image

Pricing

GroupPrice
default$0.008
default
$0.008

Public list prices are shown in USD. Final charges may vary by account group and usage tier.

Overview

What is GPT Image 2 Sale?

TokenHot currently lists Sale as a discounted route mapped to GPT Image 2. It has its own model ID and price row.

Use the Playground to choose a ratio and size for each candidate. Leave the reference blank to start from a prompt, or attach a JPG or PNG to guide an edit. Review the image at the intended placement before accepting it.

Generation

Describe one deliverable at a time

Give the subject, framing, and placement for each candidate.

Reference editing

Name the details that should stay

Attach one approved source image in the Playground and describe the change separately from the details to preserve.

Output sizing

Check the target placement

The Playground offers five aspect ratios and 1K, 2K, or 4K size selections. Check the resulting pixel dimensions in your workflow.

From brief to deliverable

Put GPT Image 2 Sale to work

Start with a concrete task and decide what a useful result looks like.

Event creative teams

Compare three visual directions for one event

Generate one concept at a time for a trail-running event. Vary the composition while keeping the same placement, palette, and brief.

Tools you need
The Playground and a small review board.
Keep in mind
Judge each direction on the same criteria. Keep budget records for discarded concepts too.
View a task brief

Draft one unbranded trail-running campaign image for the supplied layout. Use a restrained orange accent and leave the designated copy area clear.

Catalog operations teams

Draft a coordinated category thumbnail set

Write a shared framing brief and generate separate thumbnails for a mug, a tea tin, and a pour-over. Review them side by side at the size visitors will see.

Tools you need
The Playground and a preview of the final grid.
Keep in mind
Repeated instructions can yield different shadows and crop positions. Normalize the accepted images in layout as needed.
View a task brief

Create one thumbnail for this category with a centered subject, soft light, and a pale backdrop. Match the supplied scale and shadow direction. Repeat separately for each category with the same framing brief.

Shop marketing teams

Compare two backgrounds for one tote photo

Attach the approved tote image and request one new background at a time. Compare each draft against the same original and track how many edits you keep.

Tools you need
The Playground reference field and a source comparison view.
Keep in mind
Retest the exact Sale route and edit payload before moving the workflow into automation.
View a task brief

Keep this tote's handles, seams, size, and camera angle. Change only the tabletop treatment and contact shadow. Use a separate request for the second background.

Capabilities in context

Key features

FeatureWhat you getWhy it matters
Model IDgpt-image-2-saleUse the exact ID for this TokenHot route.
Generation examplePOST /v1/images/generationsThe public example sends a text prompt and a 1024 × 1024 size.
Playground referenceOne optional JPG or PNG, up to 10 MBThe client submits an edit request when you attach the file.
Playground size choices1K, 2K, and 4KPixel dimensions depend on the chosen ratio.
Billing displayUSD per imageUse the current TokenHot price table for the selected route.

OpenAI documents the underlying model. TokenHot's page and Playground describe this route. The scene illustrations were made with ImageGen to explain the workflows. OpenAI GPT Image 2 model · TokenHot model and API example

Audience & fit

Where GPT Image 2 Sale fits

Event creative teams

Three concept candidates for choosing a campaign direction.

Catalog operations teams

Three related thumbnail candidates for a storefront grid.

Shop marketing teams

Two edit candidates with a quick pass or reject decision.

Cost context

Plan the cost of a useful result

Read the live route price

Use the selected model ID and current TokenHot price table for estimates.

Count rejected drafts

Include retries and separately generated variants in the cost of the set.

Compare cost per accepted image

Track how many candidates pass review and how much cleanup is needed before choosing a route.

Use the current pricing table for available rates and account groups. Model IDs and prices come from TokenHot’s catalog; provider pricing and subscriptions are separate.

API

Code examples

curl --location --request POST 'https://api.tokenhot.ai/v1/images/generations' \
--header 'Authorization: Bearer <token>' \
--header 'Content-Type: application/json' \
--data-raw '{
    "model": "gpt-image-2-sale",
    "prompt": "A cute baby sea otter",
    "size": "1024x1024"
}'

OpenAI

Related models

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$0.048/imageOpenAIOpenAIGPT Image 2.5 Sunburst

Built for premium visual workflows where editing precision and finished-image quality matter most: a better fit for production campaign creative, polished product imagery, and multi-turn edits that need to preserve the subject, composition, and visual treatment. It accepts text and reference-image inputs and produces images, with longer generation times than Flare.

$0.048/imageOpenAIOpenAIGPT Image 2.5 Sunburst Sale

The discounted-price route for GPT Image 2.5 Sunburst, mapped by the current channel to Sunburst. Sale indicates a special-price route and does not change Sunbursts role in high-precision image generation and editing. Best for cost-sensitive professional visual work that still needs reference-image editing and detail control; use regular gpt-image-2.5-sunburst when you want the standard route.

$0.008/imageOpenAIOpenAIGPT Image 2

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$0.028/image

Blog

Related Articles

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2026-09-24

FAQ

Frequently asked questions

What is GPT Image 2 Sale best suited for?

GPT Image 2 Sale is suited to the input, output, and capability types listed on this page. Test production workloads before choosing it for a critical system.

How is GPT Image 2 Sale priced?

Pricing is shown in the pricing section above. Actual cost depends on usage volume, account group, and the request payload.

How can I call GPT Image 2 Sale?

Use the model ID shown above with one of the supported API protocols. Code examples are provided when usage data is available.

Which model ID should I use for GPT Image 2 Sale?

Use gpt-image-2-sale in the TokenHot request.

Which endpoint does the public code example use?

It sends a text prompt to POST /v1/images/generations with a size of 1024x1024.

Can I attach a reference in the Playground?

The Playground accepts one optional JPG or PNG up to 10 MB. With the file attached, the client sends an image-edit request. Confirm the fields required by your API integration.

Is Sale a separate OpenAI model?

The current TokenHot catalog describes Sale as a discounted route to GPT Image 2 with its own TokenHot model ID. Check both live price tables and validate the operations you use.

How do I estimate a batch cost?

Use the current per-image price for your route and count all candidates, including alternatives and retries.

Get started

Build with GPT Image 2 Sale

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