aifithub
Strength As of 2026-04-24

How Workout Volume Calculator works

Methodology for the Workout Volume Calculator: formulas, coefficients, data sources, assumptions, and known limitations.

Scope

Computes total training volume per muscle group from sets x reps x load and compares against evidence-based weekly set ranges.

Formula

weekly_sets_per_muscle = sum(working_sets_targeting_muscle across sessions). volume_load = sets * reps * load.

Coefficients

Parameter Value Note
MEV (min effective vol.) ~8 sets/muscle/week
MAV (mid band) ~12–20 sets/muscle/week
MRV (max recoverable) ~20+ sets/muscle/week (varies widely)

Data sources

  1. Schoenfeld BJ, Ogborn D, Krieger JW. Dose-response relationship between weekly resistance training volume and increases in muscle mass: a systematic review and meta-analysis. J Sports Sci. 2017;35(11):1073-1082. — PMID 27433992. Source for the minimum-effective-volume and muscle-response curves.
  2. Baz-Valle E, Fontes-Villalba M, Santos-Concejero J. Total number of sets as a training volume quantification method for muscle hypertrophy: a systematic review. J Strength Cond Res. 2021;35(3):870-878. — PMID 29489727. Supports counting working sets as the primary volume metric.
  3. Israetel M, Hoffmann J, Smith C. Scientific Principles of Strength Training. Renaissance Periodization, 2015. — Source of the MEV/MAV/MRV framework; coaching textbook, not peer-reviewed.

Assumptions

  • Counted sets are within 1–3 RIR and at or above 60% 1RM intensity.

Approximation range

MEV/MAV/MRV ranges are population estimates with substantial individual variance.

Limitations

  • Double-counting compound lifts across muscle groups is a judgment call; the tool exposes the breakdown.
  • Volume without intensity context is incomplete — track both.

Reproducibility

Chest: bench 4x6, incline 3x8, flyes 3x12. Direct chest sets = 10/week.

Change log

  • 2026-04-24: methodology page first published.
General fitness estimates — not medical advice. Consult a healthcare professional for medical decisions.