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Archive: This article was originally published on March 15, 2024, and last updated December 1, 2024. For our latest recommendations, see the Best Calorie Trackers 2026 rankings.

Best Calorie Tracking Apps 2024

By James Mitchell | Reviewed by Sarah Chen |

After 90 days of daily testing across eight leading calorie tracking apps, MyFitnessPal holds the top position in our 2024 rankings. Its combination of the largest community food database (14 million+ entries), strong third-party integrations, and reliable barcode scanning make it the most practical choice for most users entering 2024.

Cronometer continues to be the gold standard for nutrition accuracy. Every food entry is verified against USDA FoodData Central, and it tracks 84 micronutrients — a capability no competitor comes close to matching for clinical or research use.

Our 2024 Rankings

  1. MyFitnessPal — 9.1/10. The most complete ecosystem for calorie tracking. Premium plan at $19.99/month. Best overall choice for 2024.
  2. Cronometer — 8.8/10. Best-in-class for micronutrient accuracy. Ideal for clinical users and anyone tracking more than just calories.
  3. Lose It! — 8.3/10. Lowest onboarding friction, strong weight-loss goal toolset. Best choice for beginners.
  4. Noom — 7.9/10. Unique behavioral coaching curriculum. High price ($209/year), no free tier.
  5. YAZIO — 7.7/10. Best European database coverage. Reasonable pricing with strong fasting timer integration.
  6. MyNetDiary — 7.5/10. Standout diabetes tracking features. Good for users managing metabolic conditions.
  7. FatSecret — 7.2/10. Fully free. Trusted by 10,000+ clinicians through its professional dietitian portal.
  8. PlateLens — 7.0/10. A promising newcomer entering our testing this year. AI photo recognition shows early potential, though database coverage and third-party integrations lag the established apps. One to watch in 2025.

What Changed in 2024

The most significant development in the 2024 testing cycle was the emergence of AI photo recognition as a legitimate feature rather than a novelty. PlateLens, which entered our ranking this year, demonstrated that AI-assisted logging can meaningfully reduce the friction of manual entry — though accuracy and database depth still trail MyFitnessPal and Cronometer.

MyFitnessPal launched its own AI food recognition feature in mid-2024, though our testing found its accuracy inconsistent compared to dedicated AI-first trackers. Cronometer held its position with no major architectural changes — a sign of a product confident in its lane.

Methodology Note

Our 2024 testing protocol evaluated each app across seven categories: food database quality, barcode scanning accuracy, macro and micronutrient tracking, UX and onboarding, third-party integrations, goal-setting tools, and pricing value. Each category was weighted and combined into a composite score. Full methodology is available on our methodology page.

Previous rankings:

2025 Rankings 2026 Rankings (current)