Verdict

Calorium – AI Food Journal scores 6.1 out of 10 in this guide. Method healthier-v1: weighted blend of 9 data-derived sub-scores; see scoring.md. The record files it for Individuals seeking AI-powered food logging — For those who want to quickly log meals via photos and get instant nutritional analysis.. It is a weak fit for Users requiring human coaching or community support — The app lacks direct human interaction or social features for accountability and motivation..

Who it is for

Individuals seeking AI-powered food logging — For those who want to quickly log meals via photos and get instant nutritional analysis. Users needing personalized nutrition plans — For individuals who want calorie and macronutrient targets tailored to their specific goals. Anyone focused on basic hydration and weight tracking — For users prioritizing consistent water intake and monitoring their weight progress over time.

Price

Monthly: $9.99.

Yearly: $19.99.

Weekly: $2.99.

Trial: 3-day trial available with some monthly and weekly plans..

What the feature record says

Photo logging is marked available. Quality: good. Coverage: strong. Usefulness: high. Core feature for meal logging via photo recognition. Evidence noted: description screenshots

Audio logging is marked available. Quality: fair. Coverage: moderate. Usefulness: medium. Added in an earlier version for describing food by voice. Evidence noted: web

Apple Health is marked available. Quality: good. Coverage: moderate. Usefulness: medium. Syncs with Apple Health for Water and Dietary Energy. Evidence noted: web screenshots

Macro tracking is marked available. Quality: good. Coverage: strong. Usefulness: high. Calculates and displays protein, carbs, and fats. Evidence noted: description screenshots

Water tracking is marked available. Quality: excellent. Coverage: strong. Usefulness: high. Intuitive tracker with reminders and goal setting. Evidence noted: description screenshots

Accuracy focus is marked available. Quality: good. Coverage: strong. Usefulness: high. The core AI food recognition feature relies on accuracy, though no independent verification is available. Evidence noted: description

Review themes

A user reported that premium features were not accessible despite purchasing a subscription.

Disliked: Premium features not working (1 mentions). A user reported that purchased premium features were not functional.

Scores

Overall 6.1/10. Confidence on the record is 0.47.

Accuracy: 8/10. Quality rating of the accuracy feature (5 if unknown).

Pricing value: 9.2/10. 10 - annualised price $19.99/15 (+0.5 if free trial).

Ease of use: 9/10. 5 + 5 x best quality of fast-logging features (AI image/text/audio, barcode).

Feature depth: 6.1/10. Quality-weighted share of tracked features available (excellent 1.0 .. poor 0.2), x1.6, capped at 10.

Beginner friendliness: 9.4/10. 60% easeOfUse + 40% beginner skill-level fit.

User feedback: 5.7/10. Bayesian rating 4.31 (iOS 4.60x10 + Play 0.00x0, prior 4.3x200) + review stars sentiment -1.00 over 1 reviews.

Maintenance: 3/10. Last release 297 days ago (half-life 90d, 70%) + median 9 days between releases (30%).

Traction: 1.7/10. log10 of 10 total ratings (iOS+Play), 1M ratings = 10.

Coachability: 8/10. Best quality of aiCoach / coachConnection features.

Who should skip it

Skip Calorium – AI Food Journal if you need Users requiring human coaching or community support — The app lacks direct human interaction or social features for accountability and motivation.; Individuals with specific dietary restrictions or medical conditions — The app explicitly states it does not provide medical advice and lacks advanced dietary filtering or specialized support.; Athletes needing detailed workout or performance tracking — The app's primary focus is on nutrition, with minimal features for comprehensive exercise logging or performance metrics..