AI Food Tracker Photo Estimates: How Close Do They Get?
An AI food tracker reading a photo ran a third low in a 2026 NIH test. See five studies, a worked plate and five habits that close the gap.
The Calsa blog
An AI food tracker reading a photo ran a third low in a 2026 NIH test. See five studies, a worked plate and five habits that close the gap.
fatsecret vs Calsa compared: free diary or paid tracker, photo logging, where numbers come from, export and prices in four countries. Checked 10 Oct 2026.
Macroline vs Calsa compared: store prices in four countries, the $0 tier, logging methods, export, cancellation and who each suits.
Foodvisor vs Calsa: Foodvisor adds photo analysis, courses and fasting plans; Calsa is a paid plain log. Prices on four App Store storefronts compared.
Yazio reviews: the free version has a diary, a barcode scanner and a water tracker, while recipes and weekly analysis are Pro. Prices by country.
Why am I not losing weight in a calorie deficit? Usually the deficit is smaller than it feels. Three weeks at 0.5–1 kg a week should show 1.5–3 kg.
Weight Watchers app alternative? Its website shows $24.00 a month after a 30-day trial. Points vs calories, cancelling and getting your data.
MyNetDiary review: the free tier has a barcode scanner, voice logging and no ads. Premium is $59.99 a year on its website. See what each plan adds.
Calo vs Calsa compared on food logging, price rows in four countries, free trial, cancelling and data export, from pages read.
A BitePal app alternative starts with the plan: its $3.99 weekly price is $207.48 a year, and App Store refunds close after 48 hours.
MyNetDiary vs MyFitnessPal: one has a free barcode scanner and a $59.99 Premium, the other a $79.99 Premium. Free tiers, prices, databases and cancelling.
Is Foodvisor free? The app is free to download. Barcode scans and manual logging cost nothing, while photo analysis needs Premium. Prices by country.