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Rank #2 of 7

MyFitnessPal Review

The world's most-used calorie tracker — but how does its AI photo recognition hold up against dedicated AI-first apps?

Rank #2 of 7 – 2026 Benchmark

MyFitnessPal

The largest food database in the world. AI photo recognition added in 2022 trails dedicated AI trackers but benefits from 14M+ user-verified food entries and extensive barcode coverage.

7.8
/ 10 Overall

Performance Breakdown

Recognition Accuracy
7.1/10
Portion Estimation
6.0/10
Processing Speed
5.5/10
Category Coverage
9.5/10
Learning & Adaptation
7.0/10
⬇ App Store ⬇ Google Play vs. Welling →

App Highlights

ID Rate
71.2%
Portion MAPE
±18%
Median Speed
8.4s
Food Database
14M+ entries
Barcode Scanner
Yes
AI Coaching
No
Offline Support
Partial
Platforms
iOS + Android
Strengths

Where MyFitnessPal Excels

🗄️

Largest Food Database

14M+ community-verified food entries including regional specialties, restaurant items, and branded products with exact nutrition labels.

🔍

Barcode Scanning

The most accurate barcode scanner in our test — instant lookup for virtually any packaged food sold in major markets.

🔗

Ecosystem Integrations

Syncs with Apple Health, Fitbit, Garmin, Whoop, and 50+ other fitness platforms. Best-in-class connectivity.

📊

Macro Reporting

Detailed weekly and monthly nutrition reports with goal-vs-actual breakdowns across all macros and key micronutrients.

Verdict

Pros & Cons

✓ Pros

  • ✓ Largest food and branded product database
  • ✓ Best barcode scanner in our test
  • ✓ 50+ fitness app integrations
  • ✓ Strong community & recipe features

✗ Cons

  • ✗ 71.2% ID rate — misses 1-in-4 meals
  • ✗ ±18% portion MAPE — significant calorie error
  • ✗ Slow 8.4s average photo processing
  • ✗ No AI coaching or natural-language logging
  • ✗ Premium required for many core features
FAQ

MyFitnessPal FAQ

Is MyFitnessPal free?▼
MyFitnessPal has a free tier with basic calorie and macro tracking. The Premium plan ($19.99/month or $79.99/year) unlocks food analysis, macronutrient goal setting, workout routines, and an ad-free experience.
How accurate is MyFitnessPal's photo recognition?▼
In our 500-image benchmark, MyFitnessPal correctly identified 71.2% of meals — ranking 2nd overall but 23 percentage points behind Welling. It performs best on common American foods and packaged items, and struggles most with international cuisines and complex mixed dishes.
Should I use MyFitnessPal or Welling?▼
If your diet is heavily packaged foods and you rely on barcode scanning, MyFitnessPal's database depth gives it an edge. If you eat mostly whole or home-cooked meals and want the most accurate AI calorie tracking, Welling is significantly more accurate. Many users run both — Welling for AI photo logging, MyFitnessPal for barcode products.