GPT Image 2.5 API · Usage-based pricing via TokenRa

GPT Image 2.5 API: Image Generation & Editing

Build with the GPT Image 2.5 API for text-to-image and image-to-image generation and editing. Billed per request at $0.02, model ID gpt-image-2.5-flare, called through the TokenRa image endpoint.

Get an API key See API integration

What GPT Image 2.5 is

GPT Image 2.5 is an image model from OpenAI that supports text-to-image and image-to-image generation and editing. On TokenRa the model identifier is gpt-image-2.5-flare, called through the image generation endpoint and billed per token.

Text to image

Generate images from a text description for concepts, illustrations, draft assets, and visual exploration.

Image to image and editing

Use an existing image as input for rewriting and editing, including style changes, local edits, and iteration.

Server-side integration

Call the image endpoint with a server-side API key to generate images programmatically inside your own product.

Where GPT Image 2.5 fits

GPT Image 2.5 suits products and workflows that generate or edit images programmatically. Evaluate it with your own assets and prompts.

Content and marketing assets: produce illustrations, covers, and campaign visuals at volume.
In-product image features: embed generation or editing into an application workflow.
Design exploration: produce several visual directions before committing to a final concept.
Image rewriting: adjust style and iterate on existing source material.

How to get a GPT Image 2.5 API key

Register for TokenRa, open the dashboard, create an API key, confirm that GPT Image 2.5 is enabled for your account, and then send an image generation request from your server. Keep the key private and verify the live model identifier before production use.

Create a TokenRa account

Create your API key

Open the API key or token section, create a key, and store it server-side.

Send a test request

Confirm the enabled model ID, test representative prompts, and add production controls.

curl https://tokenra.io/v1/images/generations \\
  -H "Authorization: Bearer YOUR_API_KEY" \\
  -H "Content-Type: application/json" \\
  -d '{"model":"gpt-image-2.5-flare","prompt":"A clean editorial illustration of a sunrise over a city"}'

GPT Image 2.5 pricing: $0.02 per request

GPT Image 2.5 is billed per request on TokenRa, not per token. The listed rate is $0.02 for each image generation request. Confirm the billing unit, rate limits, and account availability in the live console.

Per request

$0.02 / request

Charged once per image generation request.

Billing mode

Per-request

Not billed per token; request count is the billing unit.

Rate limits

Account-based

Check the TokenRa console for current RPM and quota limits.

OpenAI model

GPT Image 2.5 is developed by OpenAI. TokenRa provides API access as a routing gateway and is not the model developer or owner.

Data handling

Prompts, input images, and generated output are processed under the applicable provider and TokenRa terms. Review those terms and the privacy policy before sending sensitive or regulated content, and confirm output rights for your use case.

Production checklist

Keep API keys on the server and separate credentials by environment or workload.
Confirm the live model identifier, endpoint, supported parameters, and billing unit before launch.
Evaluate output quality, latency, and failure rate with representative assets and prompts.
Set explicit timeouts, bounded retries, tracing, and application-side budgets.
Review data handling, provider terms, privacy requirements, and output rights for your use case.

GPT Image 2.5 API FAQ

What is the GPT Image 2.5 API?

The GPT Image 2.5 API provides access to text-to-image and image-to-image generation and editing through the TokenRa image endpoint.

What is the GPT Image 2.5 model ID?

The model identifier on TokenRa is gpt-image-2.5-flare. Confirm the enabled identifier in the live console before production use.

How much does GPT Image 2.5 cost?

GPT Image 2.5 is billed per request at $0.02 per image generation request, not per token. Confirm current rates and billing units in the TokenRa console.

Which endpoint should I call?

Send requests to https://tokenra.io/v1/images/generations with a server-side TokenRa API key.

Who develops GPT Image 2.5?