The best apps to track fat vs muscle loss

By the ProgressLens team · Updated November 13, 2026

Losing weight fast, on a cut or a GLP-1? These are the ways to find out what you’re losing.

Short answer

To track whether you’re losing fat or muscle, ProgressLens is the simplest everyday option: its AI report compares your waist with your arms and shoulders, reads your matched photos and flags possible muscle loss, on iPhone and Android. MeThreeSixty and ZOZOFIT estimate lean mass or measurements from 3D scans; smart scales estimate it with bioimpedance; a DEXA scan is the reference.

Disclosure: we make ProgressLens. Details about other apps come from their own store listings and websites as of November 2026; prices and features change, so check the listing before you pay. We name each app’s weaknesses and our own.

Quick comparison

OptionHow it judges fat vs musclePlatformsPrice
ProgressLensWaist vs arms and shoulders, weekly rate, photo readiPhone, Android$39.99/year
MeThreeSixty3D avatar, lean mass estimateiPhone, AndroidSubscription
ZOZOFIT3D scan measurementsiPhone, some AndroidFree plan; Premium
Smart scale (BIA)Electrical impedanceScale + appScale cost
DEXA scanX-ray body compositionClinicPer scan

The apps

1. ProgressLens

  • iPhone, iPad, Android
  • AI Progress Report
  • Free download, Pro in-app
  • 11 languages
  • No account

Best for: a regular, private fat vs muscle check without extra hardware.

The muscle-loss signal is built for cuts and GLP-1 medication: it uses measurements you already take with a tape, plus your photos.

Good

  • AI Analyze: body-fat range, what changed, fat vs muscle, cut or bulk verdict
  • Reads photos and tape measurements together, so estimates stay consistent
  • Same app and AI on iPhone and Android, in 11 languages
  • No account; photos stay on your phone, analyzed photos aren’t stored or used for training
  • Ghost overlay of your last photo, six measurements with charts

Watch out

  • No calorie, workout or dose tracking
  • No video timelapse export (use our free web tool)
  • No Apple Health or Health Connect sync
  • No app-specific passcode (use your phone’s lock)

Get ProgressLens →

2. MeThreeSixty

  • iPhone, Android
  • Subscription

Best for: a 3D view plus dose logging.

Builds a 3D avatar from front and side photos with body fat and lean mass estimates, and logs GLP-1 doses, per its listing.

Good

  • Lean mass estimate
  • Dose log

Watch out

  • Scan pose can be strict

Full comparison →

3. ZOZOFIT

  • iPhone, some Android
  • Free plan + Premium

Best for: scan-based measurements.

A 3D body scanner with circumference measurements and a GLP-1 log.

Good

  • 16 measurements

Watch out

  • Device limits on Android

Full comparison →

4. A smart scale

  • Hardware

Best for: daily trends in steady conditions.

Bioimpedance scales estimate muscle and fat mass every morning.

Good

  • Automatic

Watch out

  • Swings with hydration

5. A DEXA scan

  • Clinic

Best for: a baseline and a check every few months.

The reference method for fat and lean mass.

Good

  • Most accurate

Watch out

  • Cost, a visit each time

Which should you pick?

FAQ

Frequently asked questions

Can it tell if I’m losing muscle on Ozempic, Wegovy or Mounjaro?

It gives you a muscle-loss signal. If your arms and shoulders shrink as fast as your waist while your weight drops quickly, the report flags it and suggests what to do. It’s an early warning from your photos and tape measurements, not a medical test, so talk to your clinician too.

How much muscle do people lose on GLP-1 drugs?

In trial substudies with DXA scans, roughly 25–40% of weight lost was lean mass, which includes water and organs as well as muscle.

Sources