What the food-logging communities actually say
When someone in r/loseit asks which tracker to pick, the throughline is less about which app is “best” and more about which one a person will still have open in three months — fit and follow-through end up carrying more weight than the spec sheet. That framing colours how almost every app gets discussed.
MyFitnessPal is the name that comes up first by sheer reach. In r/loseit people credit its enormous crowd-built catalogue with already containing the obscure brand, restaurant item or regional food they were about to type out by hand, and multi-year logging streaks get cited as proof the habit stuck. The flip side lands just as consistently in r/MyFitnessPal: putting the barcode scanner behind Premium is described as the moment goodwill turned, and longtime users talk about a slow drift of once-free features into the paid tier. Posters in r/caloriecounting add the standard caveat that crowd-typed entries are duplicated or mislabelled often enough that you verify a food the first time and build your own trusted favourites.
Cronometer is where the conversation turns when accuracy is the priority. Discussion in r/caloriecounting and the broader nutrition crowd points people here for curated, lab-sourced numbers and full vitamin-and-mineral coverage rather than the fastest possible log — and several note approvingly that the complete micronutrient breakdown is available before you pay anything. The honest counterweight, raised by newcomers, is that the interface feels dense and asks for more setup up front than a lighter tracker.
MacroFactor has become the app enthusiasts in r/loseit keep recommending for its adaptive expenditure approach — targets that recalculate from your own logged weight and intake instead of a generic formula — with people crediting the weekly recalibration for carrying them through plateaus. The objection that surfaces every time is blunt: it is subscription-only with no permanent free tier, which is a hard stop for anyone comparing it against free options.
PlateLens shows up as a newer entrant rather than an established fixture, so the volume of discussion is thinner. Where it does appear, the interest is in its dual logging — an AI photo estimate you confirm, sitting alongside full manual entry and barcode scanning against a large USDA-aligned database — read through the community’s standing rule that any photo or AI number is a fast first pass to verify, not a final figure. Worth saying plainly: its rating sample is small and the crowd-sourced troubleshooting that surrounds the older apps simply has not accumulated yet.
Around the edges, r/caloriecounting regularly flags FatSecret as the one that keeps core tracking genuinely free across web and phone, while the keto-focused crowd in r/keto reaches for Carb Manager when net carbs are the number that matters. The shared lesson under all of it: pick the database that has your foods, the entry flow you will not resent daily, and a free-to-paid line you can live with.