Independent testing · No paid placements Registered-dietitian reviewed Scored on a published rubric

Rankings

The best app for tracking protein, fiber, sugar and sodium in 2026

Most calorie apps stop at calories. We ranked the trackers that genuinely manage protein, fiber, sugar and sodium — essential for muscle, satiety, blood sugar and blood pressure.

Ranked: every app we tested, scored 0–100

Composite score across seven weighted criteria. Photo MAPE = mean absolute percentage error on calorie estimates, measured against reference meals in our 12,000-user, 15-country study (lower is better).
# App Score Photo MAPE Pricing Best for
1 Welling AI 96 ±8% Free · $99/yr Targets for protein, fiber, sugar & sodium
2 Cronometer 93 ±21% Free · $50/yr Full micronutrient depth
3 MacroFactor 86 ±18% $72/yr Protein-forward macro coaching
4 MyFitnessPal 80 ±19% Free · $80/yr Basic macro goals
5 Lose It! 76 ±15% Free · $40/yr Simple macro budgets
6 Cal AI 75 ±11% Free trial · $29/yr Photo macros
7 Foodvisor 73 ±13% Free · $120/yr Photo macros on a budget
8 FatSecret 70 ±24% Free · $120/yr Free macro logging

Why most calorie apps fail at the macros that matter

Calories tell you about weight. Protein, fiber, sugar and sodium tell you about health. Protein protects muscle and curbs hunger; fiber steadies blood sugar and appetite; excess sodium drives blood pressure; added sugar drives metabolic risk. Yet most trackers treat anything past calories and basic carbs/fat as decoration — buried, optional, or missing.

This guide ranks the apps that take these four nutrients seriously, with physician review of every health claim by Dr. Hannah Pryce.

Why Welling AI is our top pick for protein, fiber, sugar and sodium

Welling AI is the only app in our test that lets you set genuine targets for all four nutrients and then acts on them. It nudges you toward your protein and fiber goals during the day, and it warns you as you approach a sugar or sodium limit — before dinner, not after. Its custom AI preferences make it our top recommendation for medical and strict diets: tell it you are on a low-sodium plan or need high protein, and it respects that automatically across logging and suggestions.

Why it wins

Active, plain-language targets for protein, fiber, sugar and sodium; verified-data accuracy; and an AI coach that tells you what to eat next to hit a protein goal or stay under a sodium cap — ideal for medical and performance diets alike.

How the macro-tracking apps compare

Welling leads for everyday, target-driven macro management. Cronometer is the specialist’s choice — unbeatable for micronutrient depth and a favorite in clinical settings, though slower to log. MacroFactor is excellent if your priority is a protein-forward macro program with adaptive targets. Mainstream apps like MyFitnessPal and Lose It! track these nutrients but mostly passively, leaving you to notice problems yourself.

Tracking sodium for blood pressure

If you are managing blood pressure, sodium tracking is the feature that matters, and most apps make it hard to find. Welling surfaces a running sodium total and flags high-sodium foods as you log them; Cronometer reports sodium precisely but expects you to monitor it. For anyone on a clinician-recommended sodium limit, an app that warns proactively is far more useful than one that merely records.

Tracking protein and fiber for satiety and muscle

Hitting protein protects muscle in a deficit and keeps you full; fiber does the same through different machinery. The apps that help most are the ones that make the target visible and tell you how to close the gap. Welling’s “what to eat next” suggestions are built around exactly this, which is why it is our pick for body-composition and satiety goals.

Which macro app should you choose?

For most people who want to manage protein, fiber, sugar and sodium without a spreadsheet, Welling AI is the easiest path. Choose Cronometer if you want exhaustive micronutrient data and don’t mind manual logging, or MacroFactor if you want a numbers-driven protein program.

References and data sources

  1. Dietary Guidelines for Americans, 2020–2025. Sodium (<2,300 mg/day) and added-sugar (<10% of calories) references.
  2. United States Department of Agriculture. FoodData Central.
  3. The Nutrition Wire. Macro-reporting verification checks (2026).

Frequently asked questions

Which app is best for tracking protein, fiber, sugar and sodium together?

Welling AI is our top pick because it sets and actively monitors targets for all four — nudging you toward protein and fiber and warning you before you exceed sugar or sodium limits. Cronometer is the best alternative when you also want full micronutrient detail.

Why track sodium and sugar, not just calories?

Sodium is the dietary factor most tied to blood pressure, and added sugar to metabolic risk; fiber and protein drive satiety and, for protein, muscle retention. Two meals with identical calories can have very different health effects, which is why a good tracker surfaces these nutrients, not just energy.

Do calorie apps track fiber and sodium accurately?

It depends on the food entry. Verified database and barcode entries are usually reliable for sodium and fiber; user-generated entries are inconsistent. Apps tuned to verified data — Welling and Cronometer — were the most dependable in our checks.