Verdict

Foodllama AI calorie tracker scores 6.4 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 Tracking — Individuals who struggle with manual food logging and prefer AI-driven photo or text input for quick calorie and macro estimates.. It is a weak fit for Precision-Focused Users — Individuals requiring highly accurate, verified nutritional data for specific brands, detailed micronutrient tracking, or exact manual entry calculations..

Who it is for

AI-Assisted Tracking — Individuals who struggle with manual food logging and prefer AI-driven photo or text input for quick calorie and macro estimates. Weight Management Goals — Users focused on losing, maintaining, or gaining weight with personalized calorie and macro targets and progress visualization. Visual & Engaging Experience — Those who appreciate a user-friendly interface with animated characters, color themes, and visual progress charts to stay motivated.

Price

Monthly: $8.99.

Yearly: $18.99.

Weekly: $4.99.

Trial: A free trial is available for premium features, as confirmed by user reviews..

What the feature record says

Photo logging is marked available. Quality: good. Coverage: strong. Usefulness: high. Allows users to snap a photo of food for AI-powered calorie and macro breakdown. Reviews indicate it is efficient but can have accuracy issues. Evidence noted: description screenshots

Text logging is marked available. Quality: good. Coverage: strong. Usefulness: high. Enables users to describe meals or add ingredients using AI text input for nutritional analysis. Reviews note efficiency but also accuracy concerns. Evidence noted: description screenshots

Apple Health is marked available. Quality: mixed. Coverage: moderate. Usefulness: medium. Integrates with Apple Health to sync dietary energy, carbohydrates, protein, and total fat. However, a review indicates issues with syncing calorie burn data. Evidence noted: description reviews

Macro tracking is marked available. Quality: good. Coverage: strong. Usefulness: high. Provides detailed breakdowns of calories, protein, carbs, and fat, along with a macro balance system. Reviews mention accuracy issues. Evidence noted: description screenshots

Accuracy focus is marked available. Quality: mixed. Coverage: strong. Usefulness: low. While the app aims for accuracy in tracking, multiple user reviews highlight significant issues with AI detection, serving size assumptions, and manual entry calculations being 'a bit off'. Evidence noted: reviews

Review themes

Users appreciate the AI-powered food tracking via photos and text, finding it a convenient and efficient method for logging meals. The user interface is generally well-received for its design and ease of use. The app's ability to simplify the tracking process and its developer's reputation (from Waterllama) are also noted positively. Significant concerns exist regarding the accuracy of AI food detection and manual nutrition label entry, with users reporting discrepancies. The personalization of dietary plans is criticized as generic and not adequately tailored to individual metabolic needs. Users also report a lack of integration with other Llama Luna apps (like Waterllama) and issues with Apple Health synchronization. The absence of specific brand recognition in the database is a common complaint.

Liked: AI Tracking Efficiency (2 mentions). The AI-powered photo and text input for food logging is praised for its speed and convenience, making daily tracking easier.

Liked: User Interface (1 mentions). The app's UI is described as user-friendly, visually appealing, and well-designed.

Liked: Developer Reputation (1 mentions). Users familiar with the developer's previous apps, like Waterllama, express trust and satisfaction with the brand's approach to health tools.

Disliked: Accuracy Issues (2 mentions). AI food detection is reported as faulty, often assuming incorrect serving sizes, and manual entry calculations can be inaccurate compared to nutrition labels.

Disliked: Lack of Personalization (1 mentions). The 'personalized plan' is criticized for being generic, not considering individual BMR, and recommending excessively low calorie targets.

Disliked: Integration Gaps (1 mentions). Users desire integration with Waterllama and note the app's inability to recognize specific items from major brands or restaurant chains.

Scores

Overall 6.4/10. Confidence on the record is 0.85.

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

Pricing value: 9.2/10. 10 - annualised price $18.99/15 (+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: 5.3/10. 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: 8.2/10. Bayesian rating 4.66 (iOS 4.69x2333 + Play 0.00x0, prior 4.3x200) + review stars sentiment -0.15 over 20 reviews.

Maintenance: 8.5/10. Last release 15 days ago (half-life 90d, 70%) + median 10 days between releases (30%).

Traction: 5.6/10. log10 of 2333 total ratings (iOS+Play), 1M ratings = 10.

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

Who should skip it

Skip Foodllama AI calorie tracker if you need Precision-Focused Users — Individuals requiring highly accurate, verified nutritional data for specific brands, detailed micronutrient tracking, or exact manual entry calculations.; Integrated Ecosystem Seekers — Users desiring seamless integration with other health apps (e.g., Waterllama) or comprehensive health data syncing beyond basic macros.; Complex Dietary Needs — Those with specific dietary restrictions or health conditions needing precise tracking beyond general macro balance, or requiring human coaching..