AI Unit Economics Planner

Model cost, margin, and break-even before you ship.

Open Planner How it works ↓

Cost and margin in seconds

Enter your model pricing, usage, and MAU — see gross margin and total cost instantly, no spreadsheet required.

Sensitivity charts for usage and tokens

Interactive charts show how margin and cost-per-user shift as your user base and token consumption scale.

Save and export snapshots

How it works

Enter your inputs

Set your AI model cost per token, estimated token usage per user per month, and your price per user.

See the numbers instantly

Gross margin, break-even MAU, cost per user, and monthly AI spend are computed in real time as you type.

Run scenarios and export

Adjust inputs to explore pricing strategies. Save your scenario and export a PDF snapshot with one click.

Built by Quaneuron

Quaneuron is a production cost observability platform for AI teams. It tracks token spend, latency, and model usage across real traffic — so engineers and finance teams can catch cost overruns before they hit the bill. The Planner is the planning-time companion: use it to stress-test your unit economics before you build, then use Quaneuron to monitor actuals once you ship.

Explore Quaneuron

FAQ

Is this tool free?

Yes. The planner is completely free. No account is required to run calculations.

Do I need to sign in?

Sign-in is only needed to save your scenarios and export PDF snapshots. All calculations run locally in the browser.

What does Quaneuron do beyond the planner?

Quaneuron monitors live AI spending across models and providers in production — with routing recommendations, cost alerts, and usage analytics for engineering and finance teams.