Know if you are making or losing money
AI products have variable costs that break traditional SaaS pricing. Run the free pricing check in 30 seconds, or get founding access to the full toolkit today.
Free check needs no signup · Founding access via Stripe · Cancel anytime
Free tool — available now
The 30-second margin check for AI products
Pick your LLM, enter your usage and price, and see whether you're profitable per user — or quietly funding your customers at a loss.
Pick your model
Claude, GPT, Gemini — we know the 2026 token prices.
Enter usage & price
Tokens per request, requests per user, your monthly price.
See your real margin
Gross margin, break-even price, and where the leak is.
What you get
The full toolkit — available now
Founding members get the complete pricing toolkit: cost modeling, AI recommendations, scenario simulation, and a pricing-page generator.
Map every cost
LLM tokens, infra, third-party APIs, labor — we handle the unit-economics math.
AI picks your pricing model
Claude Opus recommends flat-rate, usage-based, credit-based, or hybrid.
Simulate your margins
Adjust growth, churn, and usage. See break-even month and 12-month profit.
Ship the pricing page
Generate copy and tiers ready for Stripe — go live the same day.