
A failed request is free: how paying per image works
The amount is charged when you send a request, and if no image comes back, it goes straight back to your balance. Here’s how that looks in the API response and in the portal.
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#Blog category
What an image costs with each model, the makers’ official prices, a budget for generation and how refunds work.
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The amount is charged when you send a request, and if no image comes back, it goes straight back to your balance. Here’s how that looks in the API response and in the portal.

Prices per image: GPT Image 2.5 at 1K; GPT Image 2.5 Sunburst and GPT Image 2.5 Flare at 1K, 2K, and 4K. Why OpenAI quotes tokens, and how to count a budget.

We work through examples of 10,000 images a month, across models and resolutions. Failed requests do not end up in the bill, and a template for your own calculation is at the end.

The Rendergrid price and Google’s official price per image at each resolution, how many images $10 buys, and the date the prices were checked.

Google’s official price and Rendergrid’s price per image at 1K, 2K, and 4K, how many images $10 gets you, and why a failed request costs nothing.

How to send many requests and keep track of every one: a queue on your side, webhooks, and the X-Idempotency-Key header for safe retries.

Nano Banana and GPT Image side by side: resolutions, price per image, average response time and what each model is best for.

Why a model sometimes returns no image, what it looks like in the API response, and how to reword a harmless prompt that was misread.