Verdict

Cal Plus - AI Calorie Tracker scores 9.1 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 Calorie & Macro Tracking — Individuals focused on precise calorie and macronutrient tracking using AI-powered food recognition and logging.. It is a weak fit for Micronutrient Focus — Users requiring detailed tracking of specific vitamins and minerals beyond basic macros..

Who it is for

Calorie & Macro Tracking — Individuals focused on precise calorie and macronutrient tracking using AI-powered food recognition and logging. Workout Enthusiasts — Users who want to log detailed workouts, track progress, and integrate fitness data from other platforms. Community Support — People seeking motivation and accountability through shared progress and meal logging in community groups. Budget-Conscious Users — Those who need comprehensive nutrition and fitness tracking features without a subscription, willing to view ads.

Price

Yearly: $9.99.

Trial: No free trial is offered for the ad-free experience; core features are free with ads..

What the feature record says

Photo logging is marked available. Quality: excellent. Coverage: strong. Usefulness: high. Allows scanning barcodes or snapping photos of meals for instant calorie and nutrient logging. Screenshot 1 shows 'Peanut Butter on Toast' with calories and macros. Evidence noted: description screenshots

Text logging is marked available. Quality: good. Coverage: moderate. Usefulness: medium. The 'Recipe Finder' feature allows generating recipes from a list of ingredients, implying text input. Menu scan also processes text. Evidence noted: description web

Apple Health is marked available. Quality: good. Coverage: strong. Usefulness: high. Web research confirms integration with Apple Health and other fitness platforms for data syncing. Evidence noted: web

Macro tracking is marked available. Quality: excellent. Coverage: strong. Usefulness: high. Tracks protein, carbs, and fats. Evident in screenshot 1 (Peanut Butter on Toast) and screenshot 6 (menu scan results). Reviews mention accuracy for protein. Evidence noted: description screenshots

Workout tracking is marked available. Quality: excellent. Coverage: strong. Usefulness: high. Live workout tracking with 800+ exercises, logging sets, reps, and calories burned. Screenshot 4 shows detailed workout logging interface. Evidence noted: description screenshots

Coach connection is marked available. Quality: excellent. Coverage: strong. Usefulness: high. The app features a dedicated AI Coach for personalized guidance and advice, as shown in screenshot 2. Evidence noted: description screenshots

Review themes

Users highly value the app's free access to advanced AI features like food scanning and coaching, noting its accuracy and user-friendly interface. Many are willing to tolerate ads in exchange for this free functionality. The primary drawback is the presence of ads, which some users choose to pay to remove. There's also minor confusion regarding whether AI coaching is exclusively part of the paid tier, despite developer claims of free access.

Liked: Free access to AI features (4 mentions). Users appreciate that core AI features, including scanning and coaching, are available without a paywall.

Liked: Accurate tracking (2 mentions). The app is praised for its reliable and accurate calorie and protein tracking.

Liked: User-friendly interface (1 mentions). Controls are intuitive and easy to use, enhancing the logging experience.

Disliked: Presence of ads (2 mentions). While accepted by some, the presence of ads is the trade-off for free access and is the primary reason for considering the paid option.

Disliked: Subscription feature clarity (1 mentions). One review suggests AI coaching is part of a paid subscription, which conflicts with developer claims of free access, indicating potential user confusion.

Scores

Overall 9.1/10. Confidence on the record is 1.

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

Pricing value: 9.3/10. 10 - annualised price $9.99/15 (+0.5 if free trial).

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

Feature depth: 8.9/10. Quality-weighted share of tracked features available (excellent 1.0 .. poor 0.2), x1.6, capped at 10.

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

User feedback: 9.2/10. Bayesian rating 4.74 (iOS 4.82x1605 + Play 4.73x4416, prior 4.3x200) + review stars sentiment +0.65 over 20 reviews.

Maintenance: 9.6/10. Last release 0 days ago (half-life 90d, 70%) + median 4 days between releases (30%).

Traction: 6.3/10. log10 of 6021 total ratings (iOS+Play), 1M ratings = 10.

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

Who should skip it

Skip Cal Plus - AI Calorie Tracker if you need Micronutrient Focus — Users requiring detailed tracking of specific vitamins and minerals beyond basic macros.; Fasting Protocols — Individuals following intermittent or extended fasting regimens, as the app lacks dedicated fasting features.; Ad-Averse Users — Users who prefer an entirely ad-free experience without paying for an upgrade..