AI SaaS Unit Economics

AI SaaS Pricing Calculator

Turn token cost assumptions into SaaS pricing ranges, usage caps, and break-even planning numbers.

Calculate AI SaaS pricing from model costs, user usage, requests, and target gross margin. Estimate Pro plan pricing and break-even usage. Everything runs as a static browser tool with no login, database, or AI API call.

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Pricing inputs

Model your AI SaaS unit economics

Estimate usage cost, conversion pressure, and minimum paid plan pricing before promising unlimited AI usage.

Recommended pricing

Price above usage cost

Monthly AI cost

$312

Total monthly cost

$462

Cost per active user

$0.462

Paid users needed

50

Minimum Pro price at 80% target margin

$46.20

Suggested tiers: Starter $26.00 · Pro $47.00 · estimated Pro margin 80.3%

Use credits instead of vague unlimited plans.

Separate free usage from Pro usage caps.

Watch output tokens because long generations often dominate cost.

Premium export

Turn free AI cost estimates into a launch-ready pricing pack

Keep using the free calculators for estimates. Builder Pack and Pro unlock the commercial layer: pricing memo, credit-pack rules, margin worksheet, and launch checks.

Checking your pricing pack access...

Estimate AI cost per active user and paid user

Turn token spend into Starter and Pro pricing ranges

Spot free-plan risk before unlimited usage burns budget

Use cases

Indie AI SaaS launches
AI wrapper and agent products
Credit-based Pro plan design
Free plan and fair-use planning

Best practices

Avoid unlimited free usage until you understand power-user behavior.
Use credits or monthly caps for expensive generation features.
Price Pro plans from paid-user cost, not average active-user cost alone.

FAQ

What is an AI SaaS pricing calculator?

It estimates subscription pricing from AI model costs, user usage, request volume, fixed costs, and target gross margin.

How do I price an AI SaaS product?

Start with model cost per user, add fixed monthly costs, choose a margin target, and set usage caps so heavy users do not erase profit.

Why should AI apps avoid unlimited free usage?

Every generation has token cost. Unlimited free plans can attract heavy users who create costs before revenue exists.

What gross margin should an AI SaaS target?

Many SaaS businesses aim for high gross margin, but AI apps should validate usage patterns before promising unlimited plans.

Does this tool connect to Stripe?

No. It is a static planning calculator and does not connect to payments, accounts, or billing data.

Is this financial advice?

No. The results are planning estimates. Verify your real costs, taxes, fees, and business assumptions before pricing.