Sources & Methodology
How we calculate results, where data comes from, and how we keep calculator logic up to date.
Calculation Approach
CalculatorWallah uses deterministic formulas with explicit assumptions. Monetary and rate-sensitive tools use high-precision decimal arithmetic to reduce rounding errors.
For tax calculators, we model bracket progression, filing-status differences, standard deduction logic, payroll-tax thresholds, and component-level breakdowns where applicable.
For finance tools, we use standard financial formulas (amortization, compounding, periodic conversion). For health tools, we use published screening formulas and clearly label limitations.
Official Source Categories
Federal Tax & Payroll
- IRS Revenue Procedures (annual inflation adjustments)
- IRS Publications 15, 15-T, and related withholding guidance
- IRS Topic pages for Social Security and Medicare withholding
- SSA contribution and benefit base publications
State Tax
- State Departments of Revenue official tax-rate and bracket pages
- State annual tax booklets and form instructions
- State tax authority bulletins and updates
Sales Tax
- State tax agency sales and use tax tables
- County/local rate notices where available
- Sales Tax Institute state-rate comparison chart for reference
Finance & Health Reference
- CFPB, HUD, FHFA and other official public guidance portals
- CDC/NIH/WHO references for health-metric context
Category Update Schedule
| Category | Last Updated | Target Refresh |
|---|---|---|
| Tax calculators | February 2026 | On official rate changes / annually |
| Financial calculators | February 2026 | Quarterly validation |
| Sales tax calculators | February 2026 | On state/local notice changes |
| Health calculators | February 2026 | Annual methodology review |
Error Reporting Process
If you spot a potential error in rates, formulas, or output behavior, report it with the calculator name, inputs used, and expected behavior.
We triage reports by severity, validate against official sources, then publish fixes and update “Last Updated” stamps on affected pages.
For urgent corrections, include links to the official source publication or guidance page in your report.