Most people who switch from MyFitnessPal do not switch because of a feature gap. They switch because logging eats too much of the day. The median MFP entry is 40 to 60 seconds long, mostly search and verify, and that adds up across four meals to a non-trivial chunk of time you have to spend with the app open. Two weeks in, a busy day kills it.
If that is the problem, the thing to evaluate in a new tracker is the time-per-meal, not the database size. Here is what that looks like in practice.
What you keep
Your numbers. Daily calorie target, macro split, goal weight. These are portable between any two trackers. Export them from MyFitnessPal Settings → Account → Export Data and re-enter them on day one of the new app.
Apple Health integration. Steps, weight history, nutrition entries all live in Apple Health independently of MFP. A new tracker that syncs to Apple Health picks up where MFP left off.
What you risk losing
The 14-million-strong user-submitted food database. MyFitnessPal is unmatched on the long tail of obscure foods and store-brand items. If your typical week leans heavily on packaged goods from regional grocery chains, no other tracker matches the depth.
For everything else (cooked meals, fast food, common ingredients), the database advantage is smaller than it looks. AI photo recognition and OCR-based menu scanners cover most of the long tail you'll hit.
What to check before committing
- Open the new app and log a meal you ate yesterday. Time it with a stopwatch. If it takes longer than 20 seconds, you are going to quit again.
- Try the friction-heavy case. A mixed bowl, a restaurant order, a packaged snack you do not have to hand. Each should be loggable in under a minute.
- Check the macro view defaults. If protein is buried behind a tap, you will stop watching it. Protein needs to be on the first screen.
- Check the widget pack. Today's calorie ring on the home screen is the single biggest factor in long-term adherence.
The candidate set in 2026
Realistically, three apps cover most MFP migrants today:
- Cal AI. Strong photo-only flow, minimal surrounding features. Best if you want the simplest possible photo-first app.
- healmeal. Photo plus restaurant menu scanner plus deeper iOS widget pack. Best if you eat out frequently or live on your home screen. See the side-by-side.
- Cronometer. The opposite end of the spectrum. Verified data, micronutrient depth, manual entry. Best if you are tracking a specific deficiency or clinical protocol.
How to do the switch
Run the new tracker alongside MFP for one week. Same meals, same targets. Compare your average daily macros across both. If the numbers agree within 5 to 10%, switch fully and delete MFP. If they diverge by more than 15%, look at which app is being more honest about oils, dressings, and home-cooked portions, and trust that one.
Most people who do this end up keeping the new app within two weeks because the daily friction drops below their tolerance for it. A few go back to MFP because the database depth matters more than the time savings. Both are reasonable answers.
