Verdict

AI Calorie Counter: AI-Cal scores 5 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 Busy Professionals — Ideal for those who want to track nutrition quickly without manual data entry.. It is a weak fit for Precision Dieters — Not suitable for those requiring exact gram-level accuracy, as AI estimates can vary..

Who it is for

Busy Professionals — Ideal for those who want to track nutrition quickly without manual data entry. Macro Trackers — Useful for individuals focused on hitting specific protein, fat, and carb targets.

Price

Yearly: $49.99.

Weekly: $9.99.

Trial: 3-day free trial included with subscription..

What the feature record says

Photo logging is marked available. Quality: good. Coverage: strong. Usefulness: high. Primary feature; identifies food from photos to estimate calories and macros. Evidence noted: description screenshots

Macro tracking is marked available. Quality: excellent. Coverage: strong. Usefulness: high. Calculates protein, fat, and carbs automatically. Evidence noted: description screenshots

Accuracy focus is marked available. Quality: fair. Coverage: moderate. Usefulness: medium. AI estimations are inherently variable; accuracy depends on image quality. Evidence noted: description

Review themes

Users appreciate the convenience of the AI-powered food scanning feature, which simplifies the logging process by eliminating manual entry. Users report frustration with the lack of flexibility in measurement units, specifically the inability to switch between metric and imperial systems easily.

Liked: AI Food Scanning (1 mentions). The core feature of snapping a photo to log food is well-received for its ease of use.

Disliked: Measurement Units (1 mentions). Users are dissatisfied with the limited options for measurement units, finding them restrictive.

Scores

Overall 5/10. Confidence on the record is 0.34.

Accuracy: 5.5/10. Quality rating of the accuracy feature (5 if unknown).

Pricing value: 7.2/10. 10 - annualised price $49.99/15 (+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: 3.5/10. 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: 6.1/10. Bayesian rating 4.37 (iOS 4.57x65 + Play 0.00x0, prior 4.3x200) + review stars sentiment -1.00 over 1 reviews.

Maintenance: 7.6/10. Last release 29 days ago (half-life 90d, 70%) + median 16.0 days between releases (30%).

Traction: 3/10. log10 of 65 total ratings (iOS+Play), 1M ratings = 10.

Coachability: 0/10. Best quality of aiCoach / coachConnection features.

Who should skip it

Skip AI Calorie Counter: AI-Cal if you need Precision Dieters — Not suitable for those requiring exact gram-level accuracy, as AI estimates can vary.; Data Enthusiasts — Lacks deep historical analytics, trends, and integration with other health platforms..