What would it cost to tag your whole library with AI?
Plug in your UGC library size and see the one-off cost of running vision AI across it. Defaults match how Idukki tags in production: one Gemini 3.6 Flash call per image, matched against a shortlist of your catalogue. Token counts and rates are editable, so the number stays honest.
Vision AI tagging
What would it cost to tag your whole UGC library?
Tagging 5,000 items (5,000 images) with one pass of vision AI lands near $11.62 as a one-off. That is about $2.32 per 1,000 items.
Estimate only. Defaults use Gemini 3.6 Flash introductory rates (through 31 Dec 2026). Real cost depends on image resolution, catalogue size and the rate on the day.
FAQ
How is the cost calculated?+
For each image we add the input-token cost (the image plus the prompt, which carries a shortlist of your catalogue) and the output-token cost (the product matches returned), using the per-million rates you set. That per-image figure multiplies by your library size, the images analysed per item, and the number of passes. All the math runs in your browser.
Why is one pass the default?+
Because that is what Idukki runs. Each post image (a video contributes its thumbnail) goes to Gemini once, together with a shortlist of your catalogue, and comes back with product matches and a confidence score. Switch on the second pass if you want to model an extra call per image, such as a separate labelling pass.
Where do the default rates come from?+
Google Cloud publishes Gemini 3.6 Flash at $0.75 per million input tokens and $3.75 per million output tokens as introductory pricing through 31 December 2026, rising to $1.50 and $7.50 from 1 January 2027 (checked September 2026). Both rates are editable, so overwrite them with the published rate on the day. Nothing here is a frozen pricing claim.
Will my real bill match this?+
Treat it as back-of-envelope planning. Real cost depends on image resolution (which changes the token count per image), how many catalogue products go into the prompt, whether reasoning tokens are used, and the rate you pay.
That’s the estimate. Want the measured number from your store?
The free UGC audit benchmarks your current stack, then sends a 30-day plan tailored to your store.