Verdict

Cal Scanner AI Calorie Tracker scores 5.9 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 AI-assisted food logging — Users who prioritize quick, AI-driven food entry via photos or voice over manual input.. It is a weak fit for Precision nutrition tracking — Users requiring highly accurate calorie and nutrient data, especially for complex meals, due to reported AI inaccuracies..

Who it is for

AI-assisted food logging — Users who prioritize quick, AI-driven food entry via photos or voice over manual input. Calorie and macro tracking — Individuals focused on managing their daily calorie, protein, fat, and carb intake with adaptive guidance. Beginner to intermediate trackers — Those new to nutrition tracking or seeking a streamlined approach without overly complex features.

Price

Monthly: $9.99.

Yearly: $39.99.

Trial: 7-day free trial with unlimited scans and access to premium features like meal-plan forecasting, restaurant-menu decoding, and step-linked burn estimates..

What the feature record says

Photo logging is marked available. Quality: mixed. Coverage: strong. Usefulness: medium. Core feature for calorie and macro tracking via photo recognition. User reviews indicate mixed accuracy, especially for complex meals. Evidence noted: description screenshots

Audio logging is marked available. Quality: good. Coverage: moderate. Usefulness: high. Supports voice logging for snacks, offering convenience for quick entries. Evidence noted: description reviews

Text logging is marked available. Quality: good. Coverage: strong. Usefulness: high. While not explicitly highlighted, manual text entry for food items is a standard expectation for calorie trackers.

Apple Health is marked available. Quality: good. Coverage: strong. Usefulness: high. Integrates with Apple Health to sync data such as calories, steps, and weight. Evidence noted: web

Macro tracking is marked available. Quality: good. Coverage: strong. Usefulness: high. Tracks protein, fat, and carbs, with adaptive adjustments based on diet goals. Evidence noted: description screenshots

Micronutrients is marked available. Quality: fair. Coverage: weak. Usefulness: medium. Tracks dietary fiber and suggests fiber-rich swaps. Other specific micronutrients (vitamins, minerals) are not explicitly detailed or tracked comprehensively. Evidence noted: description screenshots

Review themes

Users appreciate the app's core concept of AI-powered calorie and nutrition tracking, finding the photo and voice logging features easy to use. Some consider it a reliable and affordable option compared to competitors. A significant concern among users is the accuracy of the AI photo recognition and barcode scanning for calorie and nutrient calculation, particularly for complex meals. There are also requests for additional features such as water and blood sugar tracking, more advanced food recommendations, and a grocery list function. Some users reported issues with specific features not working as intended, and a lack of imperial measurement options.

Liked: Ease of use (2 mentions). Users appreciate the simple photo and voice logging for meals, making tracking less cumbersome.

Liked: AI concept (1 mentions). The underlying concept of AI-powered calorie and nutrition tracking is well-received.

Liked: Value for money (1 mentions). One user found the app affordable given its features, especially compared to competitors.

Disliked: Accuracy of AI logging (3 mentions). Multiple users report significant inaccuracies with the AI photo recognition and barcode scanning for calorie and nutrient calculation, especially for complex meals.

Disliked: Missing features (2 mentions). Users desire additional tracking capabilities like water intake, blood sugar, and more advanced food recommendations or grocery list generation.

Disliked: Buggy features (1 mentions). One user reported issues with the 'fix meal' feature not working correctly.

Scores

Overall 5.9/10. Confidence on the record is 1.

Accuracy: 2/10. Quality rating of the accuracy feature (5 if unknown).

Pricing value: 7.8/10. 10 - annualised price $39.99/15 (+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: 9.3/10. 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: 5/10. Bayesian rating 4.25 (iOS 4.65x3730 + Play 4.19x27473, prior 4.3x200) + review stars sentiment -0.65 over 20 reviews.

Maintenance: 5.9/10. Last release 101 days ago (half-life 90d, 70%) + median 4 days between releases (30%).

Traction: 7.5/10. log10 of 31203 total ratings (iOS+Play), 1M ratings = 10.

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

Who should skip it

Skip Cal Scanner AI Calorie Tracker if you need Precision nutrition tracking — Users requiring highly accurate calorie and nutrient data, especially for complex meals, due to reported AI inaccuracies.; Comprehensive health monitoring — Individuals needing to track water intake, blood sugar, or a wide range of micronutrients beyond basic macros and fiber.; Advanced fitness enthusiasts — Those seeking detailed workout logging, performance metrics, or specific training plans beyond basic calorie adjustments..