Independent review desk
Macro & Metric is a one-person review desk. I download calorie counters, macro trackers and AI food-logging apps, use each one for real meals over real weeks, and write down what held up and what fell apart. No affiliate fluff, no clinical cosplay — just hands-on notes from someone who logs too much food.
I logged real meals across eight nutrition, calorie and macro tracking apps for weeks. Here's which one actually fits which person — with honest 'best for' and 'not for' calls on each.
Read the breakdown →Recent reviews & breakdowns
I pointed my camera at messy real meals across six AI calorie counters to see which photo-first app actually gets the numbers right. Here's my honest ranking, with best-for and not-for calls on each.
Jun 12, 2026If you've never tracked macros before, the best app isn't the most powerful one — it's the one with the least friction so you actually open it on day 8. Here's my honest beginner ranking, with 'best for' and 'not for' calls on each.
Jun 12, 2026I'm a tester, not a true believer. So do AI calorie counters actually work? Mostly yes — but only the ones that reason about hidden ingredients and ask you to confirm. Here's where photo logging breaks, and how to tell a good one from a lazy one.
Jun 12, 2026I used MyFitnessPal for years, hit the paywall wall one too many times, and quit logging entirely. Then I gave an AI photo tracker 30 days. A week-by-week, honest account of what got easier — and what didn't.
Jun 12, 2026MyFitnessPal moved its most useful features behind Premium, so I tested the alternatives people are actually switching to. Here's my honest, first-person take on five — with ratings, 'best for / not for', and pricing.
Jun 12, 2026Two apps every roundup keeps crowning, going head-to-head. I logged real meals in both for weeks. Here's which one fits which person — AI photo logging vs adaptive macro coaching, called honestly.
Jun 12, 2026