People look for MyFitnessPal alternatives when they want faster logging, a friendlier free tier, or AI photo recognition instead of manual entry. MyFitnessPal's strength is its enormous verified food database, barcode scanning, and goal tracking. The picks here share that calorie-and-macro-tracking purpose but emphasize snapping a photo to log meals, with personalized plans and progress charts. We ranked them by embedding similarity to MyFitnessPal, then weighed live App Store ratings and review volume so the most proven options surface first. Many are brand-new with few or no ratings, which we flag so you can weigh maturity against features.
How we ranked these 10 alternatives
Embedding similarity
Every app in our database carries a dense vector embedding derived from its title, subtitle, full description, and category metadata. To find apps similar to MyFitnessPal: Calorie Counter, we compute cosine distance against every other app and surface the closest 60 candidates. The similarity score shown on each pick is 1 - distance/2 clamped to [0,1] — 100% means the embedding spaces are identical, 0% means orthogonal.
Re-ranking signals
We then re-rank the candidate set using current App Store rating and review-count signals so a 4.8-star app with 100,000 reviews ranks above a 4.5-star app with 200 reviews even when their embedding distance is similar. Apps that haven't shipped an update in 12 months are filtered out before re-ranking.
Refresh cadence
The similarity cache is recomputed weekly. Live App Store data (rating, review count) is verified every 6 hours.
What we don't do
No paid placements. No affiliate links. No sponsored picks. Read our full methodology.