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Creator Economy & Digital ProductsGenerated accuracy model review: 2026-05-06
Course Revenue Calculator accuracy and testing
This page documents how Calwarden builds trust for this calculator: source notes, regression-style default tests, limitations, assumptions, unit handling, rounding, and visible change history.
Formula source
- Effective price = course price x (1 - discount rate). Retained students = enrollments x (1 - refund rate). Estimated net revenue = effective price x retained students - platform fees - support costs - production cost - marketing cost.
Test cases
Default input regression check
Generated from the checked-in default inputs and calculate function.
Inputs
- Enrollments: 220
- Course Price: $299
- Average Discount: 10%
- Refund Rate: 8%
- Platform Fee: 6%
- Support Cost per Student: $12
- Production Cost: $8,000
- Launch Marketing Cost: $5,000
Expected outputs
- Estimated Net Course Revenue: $35,769.09
- Gross Enrollment Revenue: $59,202.00
- Retained Students: 202.4
- Net Revenue per Retained Student: $176.72
Known limitations
- These calculators do not fetch live platform data, predict algorithm changes, guarantee sponsor demand, model taxes, or replace review of your own platform terms, contracts, accounting, or legal obligations.
Assumptions
- All creator revenue, price, fee, RPM, CPM, refund, churn, and cost values are user-entered assumptions.
- No current platform payout rates, ad rates, sponsorship prices, or marketplace fee schedules are hardcoded.
- Creator revenue results are estimates for planning only and are not financial, tax, legal, or platform-program advice.
- Calculations are deterministic and run locally in the browser without uploading private revenue or audience data.
Unit handling
- Enrollments accepts numeric values.
- Course Price accepts values in $.
- Average Discount accepts values in %.
- Refund Rate accepts values in %.
- Platform Fee accepts values in %.
- Support Cost per Student accepts values in $.
- Production Cost accepts values in $.
- Launch Marketing Cost accepts values in $.
- Estimated Net Course Revenue is displayed as currency.
- Gross Enrollment Revenue is displayed as currency.
- Net Revenue per Retained Student is displayed as currency.
Rounding rules
- Number displays use up to 2 decimal places in the calculator UI.
- Currency outputs are displayed with standard US dollar formatting.
- Input precision follows configured step values where provided.
Version history
1.0.0 - 2026-05-06
Generated accuracy and testing page from the current course-revenue-calculator calculator definition.
Change log
2026-05-06
Published default regression test documentation and metadata fallbacks for Course Revenue Calculator.
Calculator transparency
Accuracy pages are generated from checked-in calculator definitions and can be upgraded with curated review metadata over time.