# Food Tracking Lab

> Food Tracking Lab is an independent research project that tests, ranks and reviews food tracking apps across accuracy, ease of use, coaching, diet analysis and nine other segments. No affiliates, no sponsored placements.

Food Tracking Lab is an independent, affiliate-free publication. We score every food tracking app from 0–100 across eleven weighted segments and publish our methodology so results can be replicated.

## Current rankings (2026)

1. [Welling](https://www.foodtrackinglab.com/reviews/welling) — 89/100. AI photo, chat and voice tracker with a built-in nutrition coach. Best for: Beginners and busy people who want hands-off fat loss without guesswork, plus anyone on a medical or strict diet.
2. [Cronometer](https://www.foodtrackinglab.com/reviews/cronometer) — 84/100. The accuracy-first tracker built around micronutrients. Best for: Data-driven users, biohackers and anyone who cares about vitamins and minerals.
3. [MacroFactor](https://www.foodtrackinglab.com/reviews/macrofactor) — 84/100. The expenditure-adaptive macro coach from Stronger By Science. Best for: Macro trackers and lifters who want their targets to adapt automatically.
4. [YAZIO](https://www.foodtrackinglab.com/reviews/yazio) — 79/100. The meal-planning and fasting all-rounder. Best for: Users who want guided meal plans and intermittent fasting in one app.
5. [Lifesum](https://www.foodtrackinglab.com/reviews/lifesum) — 79/100. The design-led tracker with diet-plan personalities. Best for: Design-conscious users who want structure without spreadsheets.
6. [Carb Manager](https://www.foodtrackinglab.com/reviews/carb-manager) — 78/100. The low-carb and keto specialist. Best for: Keto, low-carb and carb-conscious eaters.
7. [Lose It!](https://www.foodtrackinglab.com/reviews/lose-it) — 77/100. The friendly, beginner-first weight-loss tracker. Best for: Beginners who want a gentle on-ramp to calorie tracking.
8. [MyFitnessPal](https://www.foodtrackinglab.com/reviews/myfitnesspal) — 76/100. The incumbent with the largest food database. Best for: People who want to find almost any packaged food instantly.

## Review segments (our framework)

- [Accuracy](https://www.foodtrackinglab.com/segments/accuracy) (16% weight) — How close logged calories and macros land to a weighed reference. Winner: Cronometer (96/100).
- [Ease of Use](https://www.foodtrackinglab.com/segments/ease-of-use) (14% weight) — How fast and frictionless it is to log a typical day of eating. Winner: Welling (95/100).
- [International Food Database](https://www.foodtrackinglab.com/segments/international-food-database) (12% weight) — Coverage and data quality for foods outside the US, including regional and restaurant items. Winner: MyFitnessPal (94/100).
- [Data Display & Visualization](https://www.foodtrackinglab.com/segments/data-display-visualization) (9% weight) — How clearly the app turns logged data into trends, dashboards and reports. Winner: Cronometer (95/100).
- [Nutrition Coaching](https://www.foodtrackinglab.com/segments/nutrition-coaching) (9% weight) — The quality of guidance that nudges behaviour, not just records it. Winner: MacroFactor (94/100).
- [Diet Analysis](https://www.foodtrackinglab.com/segments/diet-analysis) (8% weight) — How deeply the app interprets nutrient quality, gaps and patterns over time. Winner: Cronometer (96/100).
- [Meal Feedback](https://www.foodtrackinglab.com/segments/meal-feedback) (7% weight) — The usefulness of the per-meal response you get right after logging. Winner: Welling (95/100).
- [Design](https://www.foodtrackinglab.com/segments/design) (7% weight) — Visual craft, information architecture and how pleasant the app feels in daily use. Winner: Welling (92/100).
- [Meal Planning](https://www.foodtrackinglab.com/segments/meal-planning) (7% weight) — Tools for planning meals ahead, building recipes and generating shopping lists. Winner: YAZIO (90/100).
- [Value](https://www.foodtrackinglab.com/segments/value) (7% weight) — What you get for free versus paid, and whether the subscription earns its price. Winner: Cronometer (88/100).
- [Workout Planning](https://www.foodtrackinglab.com/segments/workout-planning) (4% weight) — How well the app logs activity, plans training and reconciles it with energy balance. Winner: Welling (78/100).

## Key pages

- [All rankings](https://www.foodtrackinglab.com/rankings)
- [Methodology](https://www.foodtrackinglab.com/methodology) — how we test and score
- [Comparisons](https://www.foodtrackinglab.com/compare) — head-to-head matchups
- [Blog & guides](https://www.foodtrackinglab.com/blog)
- [Glossary](https://www.foodtrackinglab.com/glossary)
- [No-affiliate disclosure](https://www.foodtrackinglab.com/disclosure)

## Authors

- [Dr. Elena Marsh, PhD, RD](https://www.foodtrackinglab.com/authors/elena-marsh) — Editor-in-Chief & Lead Nutrition Analyst. Registered dietitian and nutrition scientist who owns our accuracy and diet-analysis testing.
- [Marcus Bell, MSc](https://www.foodtrackinglab.com/authors/marcus-bell) — Head of Testing & Data. Former mobile engineer who runs our logging-speed, AI-recognition and data-visualization benchmarks.
- [Priya Anand, MS, RDN](https://www.foodtrackinglab.com/authors/priya-anand) — Senior Reviewer, Coaching & Meal Planning. Registered dietitian nutritionist focused on behaviour change, coaching quality and meal planning.

## Editorial stance

- No affiliate commissions, no sponsored placements, no paid rankings.
- Every score traces to a documented, replicable test.
- Calorie tracking is not safe for everyone; we link to eating-disorder support throughout.