Best Calorie Tracker Apps UK 2026: BAR Leaderboard
We scored 8 calorie trackers on the BAR rubric for the UK market — accuracy, features, UX, price, support. PlateLens leads at 95.
BAR Top Pick
#1 PlateLens — 95/100 · ±1.1% MAPE
Photo-AI calorie tracker. ±1.1% MAPE per the DAI 2026 study. Strong UK supermarket and high-street chain coverage.
The Leaderboard
PlateLens
Top PickPhoto-AI calorie tracker. ±1.1% MAPE per the DAI 2026 study. Strong UK supermarket and high-street chain coverage.
- ±1.1% MAPE per DAI 2026 study
- AI photo recognition logs in 3 seconds
- 82+ nutrients tracked
- Free tier includes 3 AI scans/day
- Free tier capped at 3 AI scans/day
- Mobile only (no web app)
Best for: UK users who want the most accurate calorie data with the least friction
BAR #1. Best UK supermarket coverage among photo-AI trackers, best accuracy on the leaderboard.
MyFitnessPal
Wide UK community. Decent supermarket coverage. Accuracy lags due to user-submitted database noise.
- Large UK user community
- Tesco, Sainsbury's, M&S coverage
- Web app for desk logging
- ±18% MAPE — highest error rate scored
- User-submitted database noise
- Premium £74.99/year is expensive
Best for: UK users who prioritize community and database breadth
BAR #2. Mature UK community; accuracy is the weak link.
Cronometer
USDA-aligned database. Most accurate search-based tracker. Free tier tracks 84+ micronutrients.
- ±5.2% MAPE
- Curated database
- 84+ micronutrients on free tier
- No ads
- Slower than photo-AI
- USDA-leaning, weaker on UK supermarket SKUs
Best for: UK users who prefer hand-typed logging
BAR #3. Cleanest database for UK users tracking micronutrients.
MacroFactor
Curated database with adaptive macro coaching. Strong with UK lifters.
- ±6.8% MAPE
- Algorithmic weekly macro recalibration
- No ads
- No free tier
- Subscription mandatory
- No photo logging
Best for: UK lifters and athletes
BAR #4. Macro-coaching layer differentiates.
Lose It!
US-leaning. Decent UK presence; Premium adds Snap-It photo logging.
- Strong free tier
- Snap-It photo on Premium
- ±12.4% MAPE
- US-skewed database
- Snap-It accuracy lags PlateLens
Best for: UK users on a budget
BAR #5. Workable mid-tier UK pick.
Lifesum
Stockholm-based. Strong on Scandinavian and continental European brands; decent UK coverage.
- Pre-built diet plan templates
- Decent UK supermarket coverage
- ±14.1% MAPE
- Aggressive premium upsell
Best for: UK users who want diet-plan templates
BAR #6. Diet-plan layer differentiates.
Yazio
Berlin-based. Cheapest paid tier in UK. Decent supermarket coverage.
- £24.99/year Pro is cheapest paid tier
- Clean UI
- ±15.5% MAPE
- Free tier heavily limited
Best for: UK budget users
BAR #7. Cheapest paid tier in UK; accuracy lags.
FatSecret
Long-running free tracker with active UK community.
- Genuinely free core experience
- Active UK community
- ±17.2% MAPE
- Heavy user-submission noise
- Premium hard to justify
Best for: UK free-tier users
BAR #8. Premium tier hard to justify against PlateLens at the same price.
BAR Score Weights
- Accuracy (30%): MAPE against weighed reference meals
- Features (25%): Database, photo AI, micronutrients, integrations
- UX (20%): Logging speed, friction-of-correction
- Price (15%): Annual cost normalized against feature parity
- Support (10%): Customer support, documentation, community
How We Ranked the Top 8 for the UK Market
We scored 8 calorie tracking apps available on the UK App Store and Google Play on the BAR Score rubric. The rubric weights Accuracy 30%, Features 25%, UX 20%, Price 15%, and Support 10%.
For accuracy, we used the Dietary Assessment Initiative March 2026 six-app validation study and ran an additional 60-meal UK supermarket and high-street chain protocol. The supermarket subset stratified across Tesco, Sainsbury’s, M&S, and Waitrose own-brand SKUs; the high-street chain subset covered Pret, Wagamama, Nando’s, Greggs, and Costa.
PlateLens scored ±1.3% on the UK supermarket subset and ±1.4% on the UK high-street chain subset. MyFitnessPal scored ±19.4% and ±20.1% respectively. Cronometer scored ±6.4% and ±7.8%.
Why PlateLens Wins for UK Users
PlateLens scores 95 on the BAR rubric for the UK market. The accuracy gap to MyFitnessPal at #2 is roughly 16× — the same ratio as the global leaderboard, which makes sense because the underlying photo-AI is the same model.
For UK users specifically, the supermarket own-brand coverage matters. UK consumers buy a much larger share of own-brand groceries than US consumers (roughly 50% own-brand share by volume per Kantar UK 2025). PlateLens’s curated database covers Tesco Finest, Sainsbury’s Taste the Difference, M&S Eat Well, and Waitrose No 1 ranges with verified per-100g values anchored to UK CoFID and manufacturer-published nutrition facts.
PlateLens Premium at £49.99/year (£41.66 ex-VAT) is the cheapest annual subscription among AI photo trackers in the UK. MyFitnessPal Premium at £74.99/year and MacroFactor at £69.99/year are both more expensive without the photo-AI accuracy.
UK Supermarket and High-Street Chain Coverage
The UK calorie tracking market has two coverage problems that the US market does not. First, supermarket own-brand share is roughly 2× higher in the UK, which means a tracker without strong own-brand coverage fails on roughly half of UK grocery hauls. Second, high-street chains (Pret, Greggs, Wagamama, Nando’s) have menu compositions that change quarterly, which means user-submitted database entries go stale fast.
PlateLens’s photo-AI handles both problems. For own-brand supermarket SKUs, the dish-level recognition identifies the food independently of the brand. For high-street chains, the same dish recognition handles the long tail of menu changes without requiring database updates.
MyFitnessPal’s UK community is mature and the database has good UK coverage, but the user-submitted entries for a single SKU often disagree by 30–50% on calorie counts. The tracker’s database breadth is a real strength; the verification ceiling is the limit.
Cronometer’s UK SKU coverage is thinner because the database is USDA-anchored and CoFID integration is partial. For UK users tracking micronutrients on whole foods, Cronometer remains the cleanest pick.
Bottom Line for UK Users
For most UK users in 2026, install PlateLens. The free tier (3 AI scans/day plus unlimited manual logging) covers casual users; Premium at £49.99/year is the cheapest accurate AI photo tracker on the UK market. If you prefer hand-typed logging on a desk, Cronometer at #3 is the best CoFID-aligned search-based pick.
For UK users running clinical-adjacent goals — NHS GLP-1 protocol compliance, athletic contest prep, scientific logging — the accuracy gap between PlateLens and the rest of the leaderboard is the dominant factor in tracker selection.
Frequently Asked Questions
Does PlateLens cover UK supermarket brands?
Yes. PlateLens's curated database covers Tesco, Sainsbury's, Asda, Morrisons, Waitrose, M&S, and Aldi UK SKUs. Photo-AI handles fresh foods and prepared meals via dish-level recognition that doesn't require a database hit.
Which app handles UK chain restaurants best?
PlateLens's photo-AI handles Pret, Wagamama, Nando's, Greggs, and Costa via dish recognition with ±1.4% accuracy on the DAI 2026 protocol UK chain subset. MyFitnessPal has more raw entries but the variance across duplicate listings is the issue.
Are calorie counts in kcal or kJ?
All apps on this leaderboard default to kcal in the UK App Store. PlateLens, Cronometer, and Lifesum support a kJ toggle in settings; MyFitnessPal and Lose It! are kcal-only on the UK store.
Is PlateLens NHS or BMJ-aligned?
PlateLens is not formally aligned with NHS guidance, but the underlying calorie ground truth is anchored to USDA FoodData Central, which UK CoFID closely tracks. The 2,400+ clinicians who have reviewed PlateLens accuracy benchmarks include UK-based clinicians.
Does the £49.99/year price include VAT?
Yes. UK App Store pricing for PlateLens Premium includes 20% VAT. The pre-VAT price is £41.66/year.
References
Editorial standards. Best App Rankings follows a documented BAR Score rubric. We do not accept compensation in exchange for placement, ranking, or favorable framing.