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Cardio As of 2026-04-24

How Walking Calorie Calculator works

Methodology for the Walking Calorie Calculator: formulas, coefficients, data sources, assumptions, and known limitations.

Scope

Estimates calories burned from walking using speed, duration, bodyweight, and incline.

Formula

kcal = MET(speed, incline) * weight_kg * duration_h.

Coefficients

Parameter Value Note
MET — 3.5 mph flat 3.5
MET — 4.0 mph flat 5.0
MET — 3.5 mph, 5% incline 5.3
MET — 3.5 mph, 10% incline 8.0

Data sources

  1. Ainsworth BE, Haskell WL, Herrmann SD, et al. 2011 Compendium of Physical Activities: a second update of codes and MET values. Med Sci Sports Exerc. 2011;43(8):1575-1581. — PMID 21681120. Source of all MET values used in the tool.
  2. Compendium of Physical Activities — online tables (Arizona State University). — Public MET table hosted by the Compendium authors.

Assumptions

  • Walking is steady-state; warmup and cooldown are included in duration.

Approximation range

Compendium MET values carry +/- 10–15% individual variance.

Limitations

  • MET-based estimates over-predict for low-weight and very-fit individuals, under-predict for overweight walkers.

Reproducibility

80 kg, 3.5 mph, 5% incline, 45 min: kcal = 5.3 * 80 * 0.75 = 318 kcal.

Change log

  • 2026-04-24: methodology page first published.
  • Running Pace Calculator — Calculate pace per km and mile and project race finish times from one run.
  • VO2 Max Estimator — Estimate aerobic capacity with Cooper run, Rockport walk, or no-exercise questionnaire methods.
  • Calories Burned Calculator — Estimate exercise calorie burn from body weight, duration, MET intensity, and incline.
  • Resting Heart Rate Calculator — Assess cardiovascular fitness from your resting heart rate — classification, cardio age, and improvement targets.
General fitness estimates — not medical advice. Consult a healthcare professional for medical decisions.