Model monthly run-rate from 1K to 1B users

Separate server infrastructure from LLM workloads—your instance costs and vendor token rates drive every total.

• Hosting vs AI — side-by-side economics, not a blended guess
• Scenario library — save and compare planning assumptions
• Rate transparency — catalog-backed inputs with explicit effective dates

Planning estimates only—not invoices or provider quotes. Confirm commercial terms before budgeting.