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

CategoryLast UpdatedTarget Refresh
Tax calculatorsFebruary 2026On official rate changes / annually
Financial calculatorsFebruary 2026Quarterly validation
Sales tax calculatorsFebruary 2026On state/local notice changes
Health calculatorsFebruary 2026Annual 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.