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Shipping, Ecommerce & WarehouseGenerated accuracy model review: 2026-05-06
Returns Cost 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
- Return volume = orders * return rate. Total cost = return volume * (return shipping + processing + restock loss) + return volume * refund loss per return.
Test cases
Default input regression check
Generated from the checked-in default inputs and calculate function.
Inputs
- Orders: 2,000
- Return Rate: 8%
- Return Shipping Cost: 7 $/return
- Processing Cost: 4 $/return
- Restock Loss: 3 $/return
- Refund Loss: 5 $/return
Expected outputs
- Total Returns Cost: $3,040.00
- Estimated Return Volume: 160
- Returns Cost per Order: $1.52
- Total Refund Loss: $800.00
Known limitations
- This page documents the checked-in calculator logic and does not certify results for every real-world edge case.
- Use the result as a planning estimate unless the calculator page states a stricter purpose.
Assumptions
- All rates, fees, costs, order values, demand volumes, and policy targets are user-entered assumptions.
- The calculator uses transparent deterministic formulas and does not fetch live carrier, marketplace, warehouse, tax, or provider rates.
- Results are planning estimates and should be checked against your carrier terms, marketplace fees, inventory system, and accounting policy.
- Inputs are processed locally in your browser.
Unit handling
- Orders accepts numeric values.
- Return Rate accepts values in %.
- Return Shipping Cost accepts values in $/return.
- Processing Cost accepts values in $/return.
- Restock Loss accepts values in $/return.
- Refund Loss accepts values in $/return.
- Total Returns Cost is displayed as currency.
- Returns Cost per Order is displayed as currency.
- Total Refund Loss 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 returns-cost-calculator calculator definition.
Change log
2026-05-06
Published default regression test documentation and metadata fallbacks for Returns Cost Calculator.
Calculator transparency
Accuracy pages are generated from checked-in calculator definitions and can be upgraded with curated review metadata over time.