How much does GPT Image 2.5 API cost?

GPT Image 2.5 costs $0.07 per 1M input tokens and $0.25 per 1M output tokens through TokenRa. Check the console for current rates and account limits.

GPT Image 2.5 API · Usage-based pricing via TokenRa

GPT Image 2.5 API: Image Generation & Editing

Q: How do I get an GPT Image 2.5 API key?

Create a TokenRa account, open the dashboard, create an API key, confirm GPT Image 2.5 is enabled, and use the key in a server-side integration.

Q: Who develops GPT Image 2.5?

GPT Image 2.5 is a third-party model. TokenRa provides API access to it as a routing gateway, and is not the model developer or owner.

Build with the GPT Image 2.5 API for coding, sustained agentic work, and complex reasoning. Text-to-image and image-to-image generation. Input $1.19/M and output $7.16/M tokens. Follow the quick guide below to get an API key and send your first request.

$0.07 inputPer 1M input tokens.

$0.25 outputPer 1M output tokens.

1M contextConfirm current account limits.

Get an API key See API integration

Built for coding and sustained agentic work

GPT Image 2.5 is built for long-horizon software engineering, complex reasoning, and production use. It provides a 1M-token context window and accepts text, image, and video input.

Reasoning and coding

Use it for complex reasoning, repository-level software engineering, code generation, review, and debugging.

Agentic workflows

Handle sustained agentic work with clear stopping conditions and application-level validation.

Visual context

GPT Image 2.5 supports text, image, and video input on the enabled integration.

Where GPT Image 2.5 fits

GPT Image 2.5 delivers reasoning for workloads that require sustained execution and production-oriented evaluation.

Long-horizon software engineering and coding tasks.
Complex reasoning that benefits from structured evaluation.
Agentic workflows that combine planning, tools, and application checks.
Production workloads requiring representative quality, latency, error, and usage testing.

How to get an 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 OpenAI-compatible 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 a representative workload, 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","messages":[{"role":"user","content":"A clean editorial illustration of a sunrise over a city"}]}'

GPT Image 2.5 pricing: $0.07 input, $0.25 output

GPT Image 2.5 is currently listed as free on TokenRa during its preview. No credit card is required to get started. Access is subject to account eligibility, provider availability, and applicable rate limits; verify the live TokenRa console before production use.

Input

$1.19 / 1M tokens

Standard input pricing for GPT Image 2.5.

Output

$7.16 / 1M tokens

Generated output pricing for GPT Image 2.5.

Rate limits

Account-based

Check the TokenRa console for current RPM and quota limits.

Anonymous third-party provider

GPT Image 2.5 is a stealth model developed and operated by a third-party provider that has chosen to remain anonymous during this preview. TokenRa provides API access to it as a routing gateway, and is not the model developer or owner.

Data handling stated for this preview

Prompts and completions are retained by the provider and are not used for training. Review the applicable provider and TokenRa terms before sending sensitive or regulated information.

Production checklist

Keep API keys on the server and separate credentials by environment.
Confirm the 1M-token context and supported input modalities against the live integration before relying on them.
Run representative coding, agentic, reasoning, and visual-context workloads.
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 OpenAI-compatible access to GPT Image 2.5, a reasoning model for coding, sustained agentic work, complex reasoning, and production workloads.

How do I get an GPT Image 2.5 API key?

Register for TokenRa, open the dashboard, create an API key, confirm that GPT Image 2.5 is enabled, and use the key in a server-side integration.

Is GPT Image 2.5 free, and do I need a credit card?

GPT Image 2.5 is currently listed as free, and no credit card is required to get started. Confirm current availability, rate limits, and account restrictions in the TokenRa console.

Who develops GPT Image 2.5?

It is developed and operated by an anonymous third-party provider during this preview. TokenRa provides API access to it as a routing gateway, and is not the model developer or owner.

What input does GPT Image 2.5 support?

The stated capabilities include text, image, and video input, subject to the current enabled integration.

Are prompts and completions used for training?

They are retained by the provider and are not used for training.

GPT Image 2.5 is a third-party stealth model. The anonymous provider and related names belong to their respective rights holders. TokenRa provides API access as a routing gateway and is not the model developer or owner.