AI costs: what does an image or video really cost?

“How much does an AI image cost?” has no single answer. A product shot and a thirty-second promo video can both be made with AI, but their costs are built from very different items. To plan a realistic budget, look past the raw generation fee on the invoice and count the total effort it takes to reach a usable result.

Five factors that drive the cost

Five things set the cost per output. Resolution: large prints and high-resolution output need more computing power. Video length: video is billed by the second, so a clip of a few seconds can cost dozens of times more than a single image. Model: newer, higher-quality models usually cost more. Revisions: every attempt on the way to an approved result is billed separately. Human review: the time spent selecting, correcting and approving.

The real cost is in retries and human time

With cloud-based models, the raw generation fee for a single image is often only a few cents, while a short video typically costs dozens of times more (illustrative, approximate figures; they vary by model and provider). But if one usable image takes ten attempts, the real unit cost is ten times higher. Add the hours spent on selection, retouching, brand checks and approval. In practice, this human effort makes up most of the budget.

The cost is not pressing the generate button; it is reaching a result you can publish.

How does it compare with agencies, stock photos and shoots?

When comparing, look at the total cost of the same job rather than unit prices. Stock photos are cheap, but they offer images anyone can use and that are not specific to your brand. Professional shoots and agency work give high quality and control, while planning, location, crew and delivery time push the cost up. AI stands out for content that needs many variations and frequent refreshes. Where exact product accuracy is critical, it works best alongside a real shoot.

How to plan the budget

Start by defining the monthly need: how many images and videos, in which formats and lengths. Then run a small pilot to measure your real retry rate; knowing how many generations one usable image takes is far more reliable than an estimate. Add a margin for revisions and review, set a monthly spending cap, and track cost per published piece rather than per generation.

In short: the cost of AI production depends less on a model's price list than on how well the workflow is set up. With the right model choice, a clear brand guide and a measured retry rate, image and video generation becomes a predictable budget line. If you would like a cost model like this for your business, take a look at our solutions or write to us.

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