GPT Image 2 pricing, API cost, and free access
GPT Image 2 is not priced as one universal per-image fee. Use the official token meters, then model your own prompt length, image inputs, output settings, retries, and account limits.
Official token meters
OpenAI lists GPT-image-2 pricing by meter. Use these rates as the baseline, then confirm the current values in the OpenAI pricing page and your own usage dashboard.
| Meter | Public rate | Planning use |
|---|---|---|
| Text input | $5.00 / 1M tokens | Prompt text and instructions |
| Cached text input | $1.25 / 1M tokens | Reusable prompt context |
| Image input | $8.00 / 1M tokens | Reference images in edit workflows |
| Cached image input | $2.00 / 1M tokens | Cached reference-image context |
| Image output | $30.00 / 1M tokens | Generated image output tokens |
Side-by-side comparison
The right path depends on intent: test output quality, ship a product, or plan throughput. Use the comparison below to pick the next action.
| Dimension | GPT Image 2 Status (this site) | OpenAI API direct | fal.ai / Replicate |
|---|---|---|---|
| Entry cost | $0 daily credits | Token-based API billing | Depends on provider |
| Account required | No for the public test | Yes | Usually yes |
| Cost driver | Site credits | Text input, image input, cached input, image output | Provider markup and model choice |
| Limit driver | Shared playground budget | Org/project rate limits and usage tier | Provider quota |
| Best for | Prompt validation | Production products | Hosted UI testing |
Cost planning workflows
100-image validation
Run a small batch to capture real prompt length, output settings, failed attempts, and user acceptance before pricing the product.
Model the pilot1,000-image launch
Estimate retry waste, cacheable prompt context, and whether synchronous generation can stay inside your account limits.
Check limits10,000-image batch
Move non-urgent workloads to batch processing, separate edits from generations, and monitor token usage by workflow.
Read API guideFree user funnel
Start casual visitors in the playground, then move production-intent users into pricing, API, and limits decisions.
Explain free accessFrequently asked questions
Is GPT Image 2 free on this site?
The public playground has a small daily credit budget. It is meant for prompt validation and output checks, not for production generation or guaranteed throughput.
What does the official GPT Image 2 API cost?
OpenAI lists GPT-image-2 as token-based: text input, cached text input, image input, cached image input, and image output each have separate rates. The final image cost depends on output settings, prompt length, reference images, caching, and retries.
Why not show one fixed price per image?
A single per-image number hides the actual billing drivers. For GPT Image 2, planning by token meters and workflow type is more accurate than treating every generation, edit, retry, and resolution as the same cost.
What should I check before launch?
Check your OpenAI account's model access, rate-limit headers, usage tier, expected retry rate, and whether batch processing fits your latency requirements.
Do you earn anything from referring people to OpenAI?
No. Links to OpenAI documentation and related pages exist for accuracy and visitor routing, not affiliate revenue.
Ready to turn pricing into a launch plan?
Start with the calculator if you are building, or use the playground if you still need to validate prompt quality.
← Back to home · Not affiliated with OpenAI, fal.ai, or Replicate.