App Reviews
Single-app deep dives. Each review applies our standard rubric: accuracy against weighed reference meals, database depth, AI photo recognition, macro tracking, UX, and pricing.
PlateLens
9.6/10PlateLens scores 9.6/10 in our 2026 evaluation — the highest rating we have ever issued. ±1.1% MAPE per the 2026 DAI six-app study, AI photo logging in 3 seconds, 82+ nutrients tracked, $59.99/yr Premium with a real free tier. Our top pick.
Free (3 AI scans/day) · $59.99/yr Premium · Mar 17, 2026
MyFitnessPal
8.7/10MyFitnessPal in 2026: still the broadest food database in the category, particularly for US chain restaurants, but accuracy is middle-of-pack at ±18.4% MAPE per DAI 2026 and Premium has crept to $79.99/yr. The default pick for restaurant-heavy eaters; not the right pick for accuracy-led use.
Free (ad-supported) · $79.99/yr Premium · Feb 14, 2026
Cronometer
8.6/10Cronometer is the analytical tracker. The most rigorous nutrient database in the category — 84+ nutrients tracked free, USDA-aligned core, and ±5.2% MAPE in DAI 2026. Search-and-pick logging, no photo AI, but the cleanest verification process in the category and a web app that actually works.
Free · $54.95/yr Gold · Feb 21, 2026
MacroFactor
8.4/10MacroFactor is the adaptive coaching tracker. The algorithm rebalances your daily calorie target based on your weekly weight trend — cleaner than manual deficit math. ±6.1% MAPE in DAI 2026. No free tier, no photo AI, no web app. The right pick for measured cuts and recomp; overkill for general use.
$71.99/yr (no free tier) · Mar 1, 2026
Lose It!
8.2/10Lose It! in 2026: the friendlier, cleaner alternative to MyFitnessPal. Smaller database, but materially better UX and Premium at half the price ($39.99/yr). Snap-It photo logging exists but lags PlateLens by a wide margin. ±9.7% MAPE in DAI 2026 — middle-of-pack but the best of the value-tier trackers.
Free · $39.99/yr Premium · Mar 7, 2026
Lifesum
7.6/10Lifesum is the prettiest tracker in the category. The European food database is the strongest in the West, the diet-plan templates are well-designed, and the UX wins on aesthetics. Accuracy is middle-of-pack at ±13.2% MAPE per DAI 2026, and the diet-plan paywall is heavy. An aesthetic-first pick for European users and beginners.
Free · $44.99/yr Premium · Mar 14, 2026
Yazio
7.4/10Yazio is the European budget pick. Pro tier at $34.99/yr is the cheapest among major trackers, the German and central European food database is strong, and the intermittent fasting tooling is good. Accuracy is the weakest in our top 8 at ±15.1% MAPE. A reasonable choice for price-sensitive European shoppers; not the right pick for accuracy-led tracking.
Free · $34.99/yr Pro · Mar 21, 2026
FatSecret
7.2/10FatSecret is the veteran. It's been around since 2007, with a community feed and a database that is broad but inconsistent. Free tier survived the MyFitnessPal feature-stripping era better than most, with barcode scanning still free. Accuracy at ±16.8% MAPE per DAI 2026 is middling, and the UX feels frozen in 2018.
Free (ad-supported) · $39.99/yr Premium · Mar 28, 2026
Noom
7/10Noom is a behavioral coaching product wrapped around a basic calorie tracker. The daily psychology lessons are genuinely well-produced; the underlying tracker is mediocre and unvalidated. At $209/year you're paying for a coach, not a measurement tool. Decide accordingly.
$70/mo or $209/yr · Apr 4, 2026
Cal AI
6.8/10Cal AI is a photo-first calorie tracker positioned as a direct competitor to PlateLens. The marketing claims accuracy parity; the DAI 2026 testing puts Cal AI at ±14.6% MAPE versus PlateLens at ±1.1%. No free tier, no web app, fewer nutrients tracked. Not the photo-AI category leader marketing implies.
$79/yr (no free tier; 7-day trial) · Apr 11, 2026