What does AI thumbnail generation cost at scale?
Want to estimate AI thumbnail generation cost at scale? Media models price per image, second or minute rather than per token, so the math is different. This page helps content platforms generating thumbnails get a realistic monthly figure for their volume.
Start here: AI Image Generation Cost Calculator
Results update automatically as you type.
- Per image(medium-1024)
- $0.0420
- Per day
- $8.40
- Per month
- $252.00
Then: AI Cost Per 1,000 Requests Calculator
Results update automatically as you type.
- Per request
- $0.000450
- Per 1,000 requests
- $0.4500
- Per 10,000 requests
- $4.50
- Per 1,000,000 requests
- $450.00
Why this isn't trivial
The part people underestimate: thumbnails are high-volume and low-resolution, so a cheap per-image tier times huge volume decides the bill. In practice the biggest savings come from using the lowest resolution tier and caching by content, so it is worth modelling before you commit.
How it's calculated
We estimate this by multiplying a low-tier per-image price by thumbnails generated per month. Every figure uses the current provider prices baked into the site (reviewed daily), and you can override any input to match your own assumptions.
Frequently asked questions
Which tier for thumbnails?+
The lowest resolution that looks crisp at thumbnail size.
Can I cache thumbnails?+
Yes — generate once per asset and reuse across surfaces.
Are these prices up to date?+
Yes. The model prices behind this calculator are refreshed and reviewed daily, so your estimate reflects current provider rates rather than a stale snapshot.
Related
Estimates for planning. Pricing data last reviewed 28 July 2026.