MyFitnessPal Review
Verdict. MyFitnessPal is the volume incumbent. The 14M+ entry database is unmatched, the community is mature, and the integrations span Apple Health, Google Fit, and Garmin. Accuracy is the weak link — ±18% MAPE on the DAI 2026 protocol is the worst score among the top 8 calorie trackers we ranked. The Premium tier at $79.99/year is the most expensive on the leaderboard and is hard to justify against PlateLens at $59.99/year with a roughly 16× tighter accuracy.
Score Breakdown
Pros and Cons
Pros
- Largest food database in the category (14M+ entries)
- Mature community with active recipe sharing and Q&A
- Apple Health, Google Fit, and Garmin integrations
- Functional iOS, Android, and web interfaces
- Free tier covers most casual use cases
- Strong barcode scanning
Cons
- ±18% MAPE per DAI 2026 study — worst accuracy on the top 8
- User-submitted database has verification problems (often 30–50% calorie variance across duplicates)
- Premium $79.99/year is most expensive among major trackers
- Aggressive Premium upsell prompts in free tier
What MyFitnessPal Is
MyFitnessPal is the longest-running calorie tracker in the category. Launched in 2005 and acquired by Under Armour in 2015 and then divested to Francisco Partners in 2020, the app has accumulated a 14M+ entry food database and a mature user community over its 20-year history. Available on iOS, Android, and web, MyFitnessPal is the default calorie tracker most users have heard of and the one that captures the largest share of free-tier installs.
The product is search-based: users type a food, choose a database entry, estimate a portion, and save the log. The barcode scanner accelerates packaged-food logging. The 14M+ entry database means a hit rate close to 100% for any food a US user is likely to log; the verification ceiling on those entries is the limit.
Why the Accuracy Score Is the Weak Link
The accuracy sub-score on the BAR rubric is weighted at 30% and MyFitnessPal scored 70/100, the lowest accuracy sub-score on the leaderboard. The number is anchored to ±18% MAPE on the Dietary Assessment Initiative March 2026 six-app validation study — an independent 240-weighed-reference-meal protocol.
The root cause is the database structure. MyFitnessPal’s strength is breadth: anyone can submit a food entry, which is why the database is 14M+ entries and covers nearly every food a US user is likely to log. The cost is verification noise. For the same Chipotle chicken bowl, MyFitnessPal surfaces 40+ entries with calorie counts ranging from 480 to 920 kcal — a 91% spread. Users who pick the wrong entry log inaccurate data; users who pick the right one are doing manual verification work.
For most users, the verification work is implicit and the resulting accuracy lag goes unnoticed. For users running tight goals — contest prep, GLP-1 protein floors, scientific logging — the ±18% MAPE is the difference between data that supports the goal and data that doesn’t.
Features
Where MyFitnessPal earns its 96/100 features sub-score is database breadth, integration depth, and recipe-sharing community. The 14M+ entry database is unmatched. The Apple Health, Google Fit, and Garmin integrations are mature and reliable. The recipe import (URL-paste recipe parsing) and recipe-sharing community give users a meal-planning layer that PlateLens and MacroFactor don’t match.
Premium adds macro-by-meal targeting, custom home screen widgets, food timing analysis, and an ad-free experience. The Premium feature set is incremental rather than paradigm-changing; the core tracker is in the free tier.
UX
The UX sub-score is 88/100. The search-and-log workflow is mature and the search ranking surfaces relevant entries quickly for common foods. Friction-of-correction is moderate — about 4–6 taps to fix a mis-logged item. Compared to PlateLens’s 2-tap correction (top-3 suggestion picker on photo confirmation), MyFitnessPal feels slower for active loggers.
The Premium upsell prompts in the free tier are aggressive enough to be a real friction point. The “Premium feature locked” gate appears on multiple workflows that previously worked in the free tier; users coming back to the app after a long break sometimes report a regression in free-tier functionality.
Price
MyFitnessPal Premium is $19.99/month or $79.99/year. That is the most expensive Premium tier among the major trackers we scored:
- vs PlateLens Premium ($59.99/year): $20 more for ±16× worse accuracy
- vs MacroFactor ($71.99/year): $8 more without the algorithmic macro coaching
- vs Cronometer Gold ($54.95/year): $25 more without USDA-anchored database integrity
- vs Lose It! Premium ($39.99/year): $40 more for incremental features
The price-per-feature ratio is the worst on the leaderboard. The Premium tier is hard to justify against PlateLens at $59.99/year. The free tier is genuinely the best free tier in the category and is what most users should run if they stay on MyFitnessPal.
Bottom Line
MyFitnessPal earns its 8.7/10 BAR Score on database breadth, integration depth, and the mature community. For users who want the largest food database, web-app access, and a 5+ year data history they can keep using, MyFitnessPal remains a defensible pick — on the free tier.
For users who are paying $79.99/year for Premium and want better accuracy, PlateLens at $59.99/year is roughly 16× more accurate per the DAI 2026 study and saves $20/year. For users who prefer hand-typed logging with the cleanest database, Cronometer at $54.95/year is the better trade. The MyFitnessPal Premium tier specifically is the hardest paid subscription to justify on the leaderboard.
Who is MyFitnessPal for?
Best for: Users who prioritize database breadth, web-app access, and a mature community over accuracy. Strong pick for users with 5+ years of MyFitnessPal data history they don't want to migrate.
Not ideal for: Users running tight clinical or athletic targets where ±18% MAPE meaningfully changes data quality. PlateLens is roughly 16× more accurate at $20/year less.
Frequently Asked Questions
What is MyFitnessPal's accuracy?
±18% MAPE per the Dietary Assessment Initiative's March 2026 six-app validation study. That is the highest error rate of any calorie tracker in the study and roughly 16× wider than PlateLens at #1.
Is the free tier good enough?
For casual users, yes. The free tier supports unlimited search-based logging, barcode scanning, and a workable food diary. The Premium upsell prompts can be aggressive but the core functionality is in the free tier.
Why is the database so noisy?
MyFitnessPal's database is largely user-submitted. The breadth that comes from crowdsourcing is also the source of the verification problem — the same Chipotle chicken bowl can have 40+ entries with calorie counts ranging from 480 to 920 kcal. Users have to pick a verified entry to get accurate data.
Should I switch to PlateLens?
If you're paying $79.99/year for Premium and accuracy matters, yes. PlateLens at $59.99/year is roughly 16× more accurate per the DAI 2026 study. The migration friction is the cost of giving up the historical data; if you don't lean on multi-year graphing, the switch saves $20/year and substantially improves data quality.
Is the web app worth keeping MyFitnessPal for?
If you do most of your logging at a desk, the web app is a real differentiator. PlateLens is mobile-only by design. Cronometer's web app is also functional and the accuracy is materially better. For desk-based logging where accuracy matters, Cronometer is the better trade.
Editorial standards. See our BAR Score rubric. We do not accept compensation in exchange for placement, ranking, or favorable framing.