Verdict

CaloPal - AI Calorie Tracker 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 Effortless Calorie Tracking — Ideal for individuals who want to simplify calorie and macro logging using AI-powered photo recognition.. It is a weak fit for Precise Food Entry Editing — Not ideal for users who require extensive editing capabilities for scanned food items or robust manual search options..

Who it is for

Effortless Calorie Tracking — Ideal for individuals who want to simplify calorie and macro logging using AI-powered photo recognition. Personalized Diet Plans — Suitable for users seeking customized health programs and guidance for weight loss or balanced eating. Weight Loss Goals — Designed specifically to help users manage calorie deficits and visualize progress towards weight loss targets.

Price

Yearly: $39.99.

Weekly: $4.99.

Trial: A free basic tier with limited functionality is available, but no free trial for the premium subscription..

What the feature record says

Photo logging is marked available. Quality: good. Coverage: strong. Usefulness: high. Core feature for calorie and nutrient tracking via meal photos. Evidence noted: description screenshots

Apple Health is marked available. Quality: good. Coverage: moderate. Usefulness: high. The description mentions upcoming integration with fitness apps, and web research confirms Apple Health integration for PRO users. Evidence noted: description web

Macro tracking is marked available. Quality: good. Coverage: strong. Usefulness: high. Provides detailed analysis of daily calorie, carb, protein, and fat intake. Evidence noted: description screenshots

Fasting is marked available. Quality: good. Coverage: moderate. Usefulness: medium. The app offers tailored plans and guidance for users interested in a fasting journey. Evidence noted: description web

Accuracy focus is marked available. Quality: mixed. Coverage: strong. Usefulness: medium. While the AI is often 'spot on', reviews indicate instances of misidentification, and the lack of editing options can hinder data correction. Evidence noted: description reviews

Review themes

Users highly value CaloPal's innovative AI photo logging, which simplifies calorie tracking and is often accurate. The free tier for basic scanning is a significant differentiator, making the app easy to use and appealing for those new to nutrition tracking. Common complaints include a limited feature set compared to established competitors, particularly the absence of dedicated workout logging. Users also report issues with AI food misidentification and a lack of editing options for scanned entries. Critical app functionality failures and subscription-related bugs have also been noted by some users.

Liked: Free AI food scanning (1 mentions). Users appreciate the availability of free AI-powered food scanning, distinguishing the app from competitors.

Liked: Ease of use (1 mentions). The photo-based logging system is highly intuitive and simplifies the process of tracking meals.

Liked: Innovative concept (1 mentions). The core idea of AI-driven calorie tracking via photos is seen as innovative and promising.

Disliked: Missing features (2 mentions). Users desire a broader range of features, especially compared to established competitors, including workout logging.

Disliked: Editing limitations (2 mentions). The inability to easily edit scanned food entries or manually search for forgotten items is a significant drawback.

Disliked: AI accuracy (misidentification) (1 mentions). The AI occasionally misidentifies food items, leading to incorrect logging.

Scores

Overall 5/10. Confidence on the record is 0.6.

Accuracy: 4.5/10. Quality rating of the accuracy feature (5 if unknown).

Pricing value: 7.3/10. 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: 5.7/10. 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: 5.9/10. Bayesian rating 4.37 (iOS 4.42x286 + Play 0.00x0, prior 4.3x200) + review stars sentiment -0.60 over 20 reviews.

Maintenance: 2.5/10. Last release 515 days ago (half-life 90d, 70%) + median 8 days between releases (30%).

Traction: 4.1/10. log10 of 286 total ratings (iOS+Play), 1M ratings = 10.

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

Who should skip it

Skip CaloPal - AI Calorie Tracker if you need Precise Food Entry Editing — Not ideal for users who require extensive editing capabilities for scanned food items or robust manual search options.; Comprehensive Workout Logging — Users prioritizing detailed workout tracking and integration will find the app's current offerings insufficient.; Human Coaching or Micronutrient Tracking — Not suitable for those needing direct human coaching or in-depth tracking of micronutrients..