← أبحاث ومقالات Macro Tracker Lab حول تتبع الماكرو

الماكرو صار سهلًا. الميكرو هو الجبهة التالية.

لماذا تخفق التطبيقات الفائزة بالسعرات في الحديد وB12 وأوميغا-3 إخفاقًا كاملًا.

Dr. Naomi Vargas
Dr. Naomi Vargas, مديرة أبحاث الذكاء الاصطناعي
Dr. Jordan Oliver · مهندس تعلم آلي أوّل
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العنوان والملخص أعلاه مترجمان؛ نصّ المقال الكامل أدناه باللغة الإنجليزية ريثما نُكمل ترجمته.

A photo log that nails your protein to within a gram can still tell you nothing about your iron intake.

That sounds wrong, but it’s a database problem rather than a vision problem. Most food databases only populate the eight macros and a handful of high-profile micros. Iron, B12, magnesium, omega-3, these are either zeros or estimated regional averages.

What we measured

In our Q4 2025 sub-benchmark, we cross-referenced 320 mixed meals against full lab assays for 14 micronutrients. The best app for calories (Welling) was the third-best for iron. The best app for iron (Cronometer) was sixth for calories.

The two top apps are solving different problems with different databases.

What this means in practice

  • If you have a clinical micro target, pregnancy, anemia, athletic recovery, pair a photo-first app with Cronometer for the foods that matter.
  • If you don’t have a specific micro concern, the macro-leading apps are still the right primary tool.

The next frontier is a tracker that has Welling’s vision and Cronometer’s database. Neither team has shipped it yet.

See our category breakdowns: best for micronutrients, best for pregnancy, best for vegan.

Authoritative sources