Coverage rankings

Most-Covered Muscles & Equipment

Which muscle groups and equipment profiles have the most coverage in the PlainExercise database. Useful when deciding where to focus your programming.

Why rankings matter

According to the open-licensed Free Exercise DB (CC0) and wger.de (AGPL) datasets that PlainExercise is built from, coverage is uneven across muscle groups and equipment profiles. Large muscle groups (chest, back, legs) have many more exercises documented than smaller or more specialized ones (neck, forearms, Olympic lifting). Similarly, common equipment (bodyweight, dumbbells, barbell) has far deeper coverage than niche equipment. Every count below is computed live from those sources at page render, see the methodology for the exact SQL.

This page makes the uneven coverage explicit. If you're programming training and want to emphasize a specific muscle, the ranking tells you how many options you have. If you're setting up a home gym and trying to decide on equipment, the ranking tells you which purchase opens up the most movements.

Top 10 muscles by exercise count

Ranked by total exercises tagged to each muscle (primary and secondary involvement).

Most-covered muscle groups

Shoulders335 exercisesHamstrings277 exercisesGlutes242 exercisesQuadriceps227 exercisesTriceps218 exercisesCalves209 exercisesAbdominals149 exercisesChest147 exercisesLower Back131 exercisesBiceps128 exercises
Rank Muscle group Exercises Category
1 Shoulders 335 upper
2 Hamstrings 277 lower
3 Glutes 242 lower
4 Quadriceps 227 lower
5 Triceps 218 upper
6 Calves 209 lower
7 Abdominals 149 core
8 Chest 147 upper
9 Lower Back 131 core
10 Biceps 128 upper

Top 10 equipment by exercise count

Ranked by total exercises using each equipment type.

Most-covered equipment types

Barbell170 exercisesDumbbell123 exercisesOther122 exercisesBody Only111 exercisesCable81 exercisesMachine67 exercisesKettlebells53 exercisesBands20 exercisesMedicine Ball17 exercisesExercise Ball12 exercises
Rank Equipment Exercises
1 Barbell 170
2 Dumbbell 123
3 Other 122
4 Body Only 111
5 Cable 81
6 Machine 67
7 Kettlebells 53
8 Bands 20
9 Medicine Ball 17
10 Exercise Ball 12

How to use this ranking

If you want to train your legs and have limited time, filter by the top leg muscle (quadriceps or hamstrings) and pick any exercise, with 100+ options you will never run out of variety. If you want to train a smaller muscle like forearms, expect fewer direct options; most forearm training comes as a side effect of grip-intensive compound lifts.

For equipment planning: buying the top-ranked equipment (bodyweight, dumbbells) gives you access to the most movements. Niche equipment that ranks low in this list unlocks few additional exercises, so its value depends on whether it enables a specific movement you can't get elsewhere.

Why coverage is uneven

The data sources that underpin PlainExercise, the open-licensed Free Exercise DB (CC0) and wger.de's exercise corpus (AGPL) - were assembled by community contributors over more than a decade. Contributors documented the movements they personally knew, used, and coached. That introduces three predictable forms of skew that are visible in the rankings on this page.

First, large compound movements get many entries. A squat, a deadlift, or a bench press each generate dozens of catalogued variations: high bar, low bar, paused, tempo, single-leg, deficit, banded, chain-loaded, against accommodating resistance, plus the half-dozen unilateral progressions and the regressions that physical therapists prescribe after injury. The taxonomy reflects how those movements are actually programmed in the field, which leads to muscles that anchor compounds (quadriceps, glutes, latissimus dorsi, pectoralis major) accumulating the largest counts.

Second, movements with multiple equipment options inflate counts. A row exists as a barbell row, a dumbbell row, a cable row, a T-bar row, a chest-supported row, a Pendlay row, an inverted-bodyweight row, and a banded row. Each of those is a distinct catalogue entry, so the underlying movement pattern (horizontal pull) is overrepresented relative to a movement pattern with few equipment substitutions (heavy farmer's carry, for instance, has fewer variations because the equipment is essentially fixed).

Third, niche muscles trail by an order of magnitude. Tibialis anterior, serratus anterior, neck flexors, deep abdominal stabilisers, these have small entry counts because they are typically trained as a side effect of compound movements, or with one or two dedicated exercises (calf raises, dead bug variations, neck harness). Their low ranking on this page is not a coverage gap to lament; it reflects how strength coaches and physiotherapists actually program these regions in practice.

Reading the equipment column

The equipment column lists the primary implement required by each exercise as classified by the upstream contributors. Substitutions are not collapsed: a "barbell" entry remains a barbell entry even if you could conceivably substitute a heavy dumbbell. This preserves the upstream catalogue intent and lets you filter realistically, if your gym does not have a barbell, you can scan past barbell entries rather than discover mid-warmup that the prescribed variation requires equipment you do not have.

For a home-gym audit, work the equipment ranking top-down. Bodyweight first (always free, always available); resistance bands second (a single set of progressively heavier bands unlocks dozens of pulldown, row, press, and pull-apart variations); adjustable dumbbells third (the highest count of variations per dollar spent); a single 45-pound plate fourth (loaded carries, halos, plate squats); a pull-up bar fifth. The remaining entries lower in the ranking each unlock specific movements that the cheaper equipment cannot fully replicate, but their incremental value drops sharply.

Limits of this ranking

Two limitations are worth flagging. First, the ranking counts catalogued variations, not training value. A muscle group with 200 catalogued exercises is not necessarily two-hundred times more trainable than one with two; you only need a small number of well-chosen movements to drive strength and hypertrophy. The ranking tells you about option breadth, not required volume.

Second, the ranking is computed at build time from the live PlainExercise database. As we add or retire exercises during the regular content reviews (we deprecate entries that turn out to be duplicates, dangerous, or poorly defined), the counts shift. Treat the absolute numbers as a snapshot of current coverage, not a permanent property of the muscle or equipment.

How this page is generated

Every refresh of the underlying database triggers a regeneration of this page during the build process. Counts are computed by joining the exercises table against the muscles and equipment reference tables on their respective primary-muscle and primary-equipment foreign keys, then aggregating with COUNT(*) and ordering descending. No human curates this ranking; it is a pure SQL aggregate over the current corpus, deterministically reproducible from the database file.

That choice is deliberate. Rankings curated by editors are vulnerable to editorial bias and to going stale between updates. Rankings computed from the live data automatically track corpus changes and can be audited end-to-end: the SQL is documented on the methodology page, the data sources are open, and you can reproduce the numbers locally with the open exports.

How to use these rankings

Coverage tells you where you have the most options, use it to plan training and equipment.

  • Shoulders leads with 335 catalogued movements, large muscle groups have the deepest variety, so you will never run short of options there. Shoulders exercises
  • Building a home gym? Work the equipment list top-down: Barbell unlocks 170 exercises before you buy anything else. Barbell exercises
  • Coverage is option breadth, not training value, a handful of well-chosen movements drives most progress. Start from a goal, not from the longest list. How to choose

Counts are a live snapshot of catalogued coverage from open datasets, not a measure of how trainable a muscle is.

Source: Free Exercise DB (CC0) + wger.de (AGPL), 2026. Rankings computed from the PlainExercise database. See the methodology page.

Disclaimer: General information only. Consult a physician or certified trainer before starting any new exercise program.

Every figure on PlainExercise is compiled from public exercise-science and biomechanics references, no number is typed in by an editor. Rankings are computed directly from the Free Exercise DB and wger.de, no figure is typed in by an editor. See our editorial standards & corrections policy, the methodology behind these numbers, or report a data error.