tech calculator

Image Inference Cost Calculator

Estimate inference cost for image jobs using per-image and per-second rates.

Results

Image cost
$2
Runtime cost
$0
Total cost
$2

How to use this calculator

  1. Enter images and per-image rate (from your provider).
  2. Enter runtime seconds and per-second rate if applicable.
  3. Review component costs and total.

Inputs explained

Images
Number of images processed/generated.
Runtime
Seconds billed for GPU/runtime if your provider charges time-based.

How it works

Image cost = Images × per-image rate.

Runtime cost = Seconds × per-second rate.

Total = image cost + runtime cost.

Formula

Image cost = Images × Rate
Runtime cost = Seconds × Rate
Total = Image + Runtime costs

When to use it

  • Budgeting batch image jobs for API providers.
  • Comparing providers by plugging in their per-image and runtime rates.
  • Sanity-checking inference bills against expected usage.

Tips & cautions

  • If you only have per-image billing, set runtime seconds to zero.
  • If you have time-based billing only, set per-image rate to zero.
  • Use effective rates if volume discounts or tiered pricing apply.
  • No tiered pricing modeled; enter effective rates if tiers apply.
  • Does not include storage/bandwidth costs.
  • Assumes linear pricing; burst/idle nuances may differ by provider.

Worked examples

100 images at $0.02 each

  • Image cost = $2.00
  • Runtime cost = $0 if none
  • Total = $2.00

500 images + 600 sec at $0.0005/sec

  • Image cost = $10
  • Runtime cost = $0.30
  • Total ≈ $10.30

Deep dive

Estimate image inference cost by entering images, per-image rate, runtime seconds, and per-second rate to see component and total costs.

Use it to budget batch jobs or compare providers’ image inference pricing.

FAQs

How do I handle tiered pricing?
Use an average effective rate for your expected volume; tiering is not modeled here.
Does this include storage/bandwidth?
No. Add those separately if your provider bills them.
What if I only pay per second?
Set cost per image to zero and enter runtime seconds and per-second rate.
Can I include image size/complexity?
This is a simple cost rollup; complexity is not modeled. Adjust per-image rate if your provider charges more for large/complex images.
Is this for training?
No. It’s for inference. Training costs are not included.

Related calculators

Cost estimate only. Check your provider’s pricing (tiers, discounts, region differences) for accurate billing.