Best AI Photo Food Tracking 2027

Why PlateLens won

Photo logging is only as good as two things: what happens when the camera is unsure, and the food data behind the guess. PlateLens is strongest on both. When you photograph a plate it identifies the foods and estimates portions, and when something is ambiguous, such as whether the rice is white or cauliflower rice, it asks instead of guessing. Every ingredient and amount behind an estimate is visible and editable.

Behind the camera is the largest verified food database in the category: 1.2M+ foods, 820K+ branded products with barcode data and 45K+ restaurant items. That matters because the photo is never the only way in. A packaged bar is better scanned, a coffee is quicker said out loud, and PlateLens has all of those in the same diary, so you use the camera when it is the fastest option rather than for everything.

It is also the only finalist that includes AI photo logging on its free plan, with 3 scans a day, and unlimited scans on Premium at $34.99 a year.

How the shortlist compares

App	Photo logging	Plan
PlateLens	AI photo with confirmation and editable ingredients	Free (3 a day); unlimited on Premium
Lose It!	Snap It photo recognition	See Lose It!
MyFitnessPal	Meal Scan	Premium ($79.99 a year)
Cronometer	Photo Log	Gold ($59.99 a year)
MacroFactor	Describe a meal by photo or text	Paid only ($71.99 a year)

Lose It!’s Snap It suggests matching entries from a picture, which suits a simple diary. MyFitnessPal’s Meal Scan and Cronometer’s Photo Log sit inside their paid tiers. MacroFactor lets you describe a meal by photo or text inside a paid-only app.

Where photo logging helps most

The camera saves the most time on mixed plates you did not cook from a recipe: café lunches, a dinner at a friend’s, a bowl from a takeaway counter. For packaged food, the barcode is still the most exact route, and for meals you eat every week, a saved meal is fastest of all. Our guide to logging restaurant meals covers the habits that make any estimate better.

The bottom line

For a camera-first diary that never leaves you stuck, PlateLens is the 2027 winner.