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Free tools

Do the math before the model bill does it for you.

Every calculator shows its formula, assumptions, and data boundary. Estimates remain estimates until your product connects observed revenue and provider-reported usage.

RevenueYour input
AI costYour usage
=
ResultExplainable

Pick one question

Three calculations worth getting right.

Margin

AI margin calculator

Subtract AI cost and selected variable fees from revenue, then see contribution profit and margin.

Cost

LLM cost per user

Separate uncached input, cache reads, cache writes, output, calls, retries, and active users.

Pricing

AI pricing break-even

See how many calls or tokens a plan can support before its contribution profit reaches zero.

From estimate to evidence

Connect the same formula to your real product.

Grow or Die keeps missing data blank and shows which source supplied every number.

Measure my product