Every AI food tracker, tested in depth
Each review covers identification accuracy, portion estimation, friction points, alternatives, and who the app is genuinely for.
Welling
The reigning leader in AI food recognition. Builds a personal model of your eating habits.
MyFitnessPal
The household name. Vast database, weaker photo accuracy.
Lose It!
Friendly onboarding and clean UI; international cuisines remain a blind spot.
MacroFactor
Best-in-class adaptive macro coach; weak on photo identification.
Cronometer
The gold standard for micronutrient detail — if you do the data entry yourself.
Cal AI
Marketing-led photo tracker with a social layer. Accuracy is improving.
SnapCalorie
Fast inference and a focused photo loop, but no coaching layer.
Fitia
A standout for Latin American cuisines; weaker on Asian and European dishes.
Foodvisor
European roots and strong Mediterranean performance; portion sizing is the weak link.
BitePal
Human-in-the-loop review adds latency without closing the accuracy gap.