--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Cronometer: Calorie Counter" developer_entity: "Cronometer Software Inc." bundle_id: "com.cronometer.android.gold" category: "Health & Fitness" primary_platform: "android" primary_monetization: "Freemium" offline_capable: false market_region: "US" platforms: "Android" app_last_updated: "2026-07-28" report_date: "2026-08-05" last_verified: "2026-08-05T00:00:00.000Z" report_version: "VARY" total_reviews: 56685 overall_rating: 4.6 sentiment: "Excited" sentiment_score: 65 confidence: "high" confidence_score: 0.8 top_praise_theme: "Comprehensive nutrient tracking and barcode scanning capabilities provide significant value for free users" top_complaint_theme: "Frequent full-screen advertisements interrupt food logging and create a frustrating user experience" review_sample_size: 50 total_review_count: 50 analyzed_review_count: 50 data_age_days: 11 momentum_velocity: "maintenance" intelligence_version: 3 tags: ["health & fitness", "freemium", "excited sentiment", "mobile app", "app review", "app analysis", "health-conscious", "individuals,", "athletes,"] canonical_url: "https://marlvel.ai/apps/cronometer-calorie-counter-1" license: "CC-BY-NC 4.0" content_version: "v2" --- ## ⚠ Content Warning This report covers topics classified as sensitive (health). Information is aggregated from public sources for informational purposes only. This is not medical advice. Consult a qualified professional before acting on any information here. --- # Cronometer: Calorie Counter Intelligence Report ## TL;DR {#tldr} - **Category**: Health & Fitness · Freemium - **Signal**: Rating 4.58 · Sentiment Excited - **Recent focus**: Frequent full-screen advertisements interrupt food logging and create a frustrating user experience (top complaint) · Comprehensive nutrient tracking and barcode scanning capabilities provide significant value for free users (top praise) > **TL;DR:** Cronometer: Calorie Counter is a health & fitness app by Cronometer Software Inc., rated 4.58/5 by 56.7K users, with Excited user sentiment (65/100), available on Android. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Cronometer: Calorie Counter maintains Excited user sentiment (4.58/5 from 56.7K reviews), with users consistently praising comprehensive nutrient tracking and barcode scanning capabilities provide significant value for free users. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.58/5 (56.7K reviews) | | **User Mood** | Excited | | **Category** | Health & Fitness | | **Developer** | Cronometer Software Inc. | | **Pricing** | Freemium | | **Platforms** | Android | | **Confidence** | High (0.8/1.0) | | **Data Age** | 11d | ## Metadata & Market Performance - **Publisher:** Cronometer Software Inc. - **Category:** Health & Fitness - **Target Audience:** Health-conscious individuals, athletes, and patients managing specific conditions requiring high-accuracy, science-backed nutritional data. - **Platforms:** Android - **Version Reviewed:** VARY - **Report Date:** 2026-08-05 - **Signal Count:** 50 reviews analyzed - **Confidence:** High (0.8/1.0) - **Google Play ID:** com.cronometer.android.gold - **Performance Trend:** Mixed - **Data Window:** Analysis based on signals collected up to 2026-08-05 - **Short Description:** Macro and micronutrient tracker for accurate food, diet and nutrition analysis. ## Executive Snapshot **What it is:** Cronometer is a nutrition and macro tracker for iOS and Android that provides detailed analysis of 95+ micronutrients and compounds. **Why users hire it:** Users choose Cronometer to replace inaccurate, crowdsourced calorie trackers with a verified, science-backed database that supports specific health and athletic goals. ## App DNA (Features & Intent) - **[Differentiator] Micronutrient Tracking:** Tracks 95+ nutrients and compounds beyond standard calorie counts, establishing category authority. * *User Intent:* Users want visibility into their own performance and progress. - **[Differentiator] AI Photo & Voice Logging:** Reduces data entry friction via AI-powered identification, gated behind Gold subscription. * *User Intent:* Users seek enhanced value through premium features. - **[Differentiator] Verified Food Database:** Curated 1.1 million entries from USDA and NCC sources, reducing churn from inaccurate data. ## Market Position {#market-position} Cronometer holds a 4.58 rating across 56,685 reviews, maintaining a stable position in the Health & Fitness category. The current release cadence is in maintenance mode, which limits the app's ability to address the stability regressions reported by users. ## Monetization Strategy - **Model:** Freemium - **Tiers:** Free tier with ads and barcode scanning, Gold subscription for advanced tools and ad-free experience - **Analysis:** Freemium model gates advanced logging tools behind Gold while using a high-utility free tier to drive acquisition. ## 🟢 User Sentiment (High Confidence: 50 of 50 reviews analyzed) {#user-sentiment} - **Overall Rating:** 4.58/5 - **Platform Split:** Android 4.6/5 (56.7K ratings) - **Overall Sentiment:** Excited ### Top Praises - **Comprehensive nutrient tracking and barcode scanning capabilities provide significant value for free users** - **Intuitive interface design makes logging meals and recipes efficient for daily health monitoring** - **Integration with wearable devices allows for automated activity and step tracking to inform calorie goals** ### Top Complaints (Impact Areas) - **Frequent full-screen advertisements interrupt food logging and create a frustrating user experience** ## SWOT Analysis {#swot} **Core Strengths:** - 95+ micronutrient tracking functions as a B2B distribution barrier into clinical and athletic segments. - Curated 1.1 million-item database reduces user churn caused by inaccurate nutritional data. - Wearable integration automates energy expenditure tracking, increasing daily app utility. **Growth Levers:** - Localized food databases for non-US markets could capture international users. - Weight-based measurement logging would satisfy power users who find volume-based units imprecise. ## Recent Changes (v2 → v3) {#recent-changes} Cronometer shifted its strategic focus toward defending its clinical-grade data position while re-prioritizing engineering resources to address launch stability and power-user measurement requests. **Overall trend**: Mixed **Compared at**: 2026-08-05 ### High-impact changes - **[Added] B2B Distribution Barrier** (swot) - **[Shifted] Market Outlook** (positioning) ### Medium-impact changes - **[Added] Wearable Integration Strength** (swot) - **[Added] Ad-Free Competitor Threat** (swot) ## What's New - **Latest (vVARY, 1 weeks ago):** Introduced water widget settings and expanded Pro Mobile support. ## App Momentum (Maintenance) {#momentum} - Ships minor utility adjustments. - Maintains maintenance-level release cadence. > **Cadence:** 1 total versions · 0 majors in last 6 months · 7 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Cronometer: Calorie Counter is a market-leading health & fitness app that is free with in-app purchases. With a 4.58/5 rating from 56.7K reviews, it delivers strong user satisfaction. > **Bottom Line:** Cronometer's clinical-grade data accuracy retains power users, but the current stability regressions and intrusive ad frequency threaten the daily habit loop. Addressing launch crashes is the immediate priority to prevent churn, followed by refining the free-tier ad experience to protect the acquisition funnel. **Best for:** Health-conscious individuals, athletes, and patients managing specific conditions requiring high-accuracy, science-backed nutritional data. ### PM Action Plan (Next Best Moves) - [ ] [MAINTAIN] Audit launch stability because crashes on launch are the top-reported frustration post-update → reduce daily churn ### Outlook: Mixed The health-tracking market is consolidating around apps that offer both high-accuracy data and a frictionless user experience. Cronometer's reliance on a maintenance-level release cadence leaves it exposed to rivals that can iterate faster on stability and UX, which will likely compress user growth in the coming quarters. - 🔴 Application instability post-update disrupts the daily tracking habit, which compounds the churn risk already present in the ad-heavy free tier. - 🟢 The verified food database remains a strong differentiator that keeps power users locked in despite the current technical friction. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.58/5 | | Total Reviews | 56.7K | | Sentiment | Excited (65/100) | | Confidence | High | | Pricing Model | Freemium | | Platforms | Android | | Key Features | 3 analyzed | | Trend | Mixed | | Outlook | Mixed | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Cronometer: Calorie Counter** (this app) | 4.58/5 | Excited | Cronometer Software Inc. | | [GoTall - Height Predictor](https://marlvel.ai/apps/gotall-height-predictor) | 4.6/5 | n/a | Grow Labs LLC | | [Mind - Méditations guidées](https://marlvel.ai/apps/mind-m-ditations-guid-es) | 4.6/5 | Excited | MIND AND CIE | | [Strava: Run, Bike, Walk](https://marlvel.ai/apps/strava-run-bike-walk) | 4.7/5 | n/a | Strava, Inc. | | [Taller AI: Height Maximizer](https://marlvel.ai/apps/taller-ai-height-maximizer) | 4.7/5 | Excited | Leadimize | | [TallerTeen - Grow Taller Now](https://marlvel.ai/apps/tallerteen-grow-taller-now) | 4.7/5 | n/a | Viral App Developement LLC | ## Company Profile - **Developer:** Cronometer Software Inc. - **Website:** [https://cronometer.com/](https://cronometer.com/) - **Social:** [Instagram](https://www.instagram.com/cronometer_official) · [Facebook](https://www.facebook.com/cronometer) · [X/Twitter](https://twitter.com/cronometer) · [YouTube](https://www.youtube.com/watch) ## Data Sources & Links - **Google Play:** [View on Google Play](https://play.google.com/store/apps/details?id=com.cronometer.android.gold&hl=en&gl=us) - **Dev Site:** [Official Website](https://cronometer.com/) - **Sources:** Developer website content, About us / company information, App store metadata, User reviews. ## Related Intel Reports - [*GoTall - Height Predictor*](https://marlvel.ai/apps/gotall-height-predictor) (Grow Labs LLC) · 4.6/5 Rating - [*Mind - Méditations guidées*](https://marlvel.ai/apps/mind-m-ditations-guid-es) (MIND AND CIE) · 4.6/5 Rating | Positive Sentiment - [*Strava: Run, Bike, Walk*](https://marlvel.ai/apps/strava-run-bike-walk) (Strava, Inc.) · 4.7/5 Rating - [*Taller AI: Height Maximizer*](https://marlvel.ai/apps/taller-ai-height-maximizer) (Leadimize) · 4.7/5 Rating | Positive Sentiment - [*TallerTeen - Grow Taller Now*](https://marlvel.ai/apps/tallerteen-grow-taller-now) (Viral App Developement LLC) · 4.7/5 Rating - [*Activity Tracker・FitnessView*](https://marlvel.ai/apps/activity-tracker-fitnessview) (Funn Media, LLC) · 4.0/5 Rating - [*Avatran Soul*](https://marlvel.ai/apps/avatran-soul) (Avatran GmbH) · N/A Rating - [*Bubblic: Connect with people.*](https://marlvel.ai/apps/bubblic-connect-with-people) (Bubblic Inc.) · 4.6/5 Rating | Excellent Sentiment - [*evolum - Meditation & Yoga*](https://marlvel.ai/apps/evolum-meditation-yoga) (Evolum) · 4.7/5 Rating | Positive Sentiment - [*Holoholo: Daily Memories*](https://marlvel.ai/apps/holoholo-daily-memories) (For Pedestrians LLC.) · 4.4/5 Rating ## Methodology {#methodology} This report was generated by Marlvel.ai's 5-stage AI intelligence pipeline: 1. **Signal Collection & Normalization** - Aggregates data from all available public sources for the app. Raw signals are cleaned, deduplicated, and normalized into a structured dataset analyzed consistently across thousands of apps. 2. **Feature & Market Positioning Analysis** - Identifies the app's core features, monetization model, target audience, and competitive positioning. Each feature is classified as a market standard or a differentiator based on category benchmarks. 3. **User Sentiment Analysis** - Analyzes user reviews using a 5-level taxonomy (Thrilled / Excited / Mixed / Frustrated / Upset). Combines star ratings and volume with AI theme extraction into synthesised themes (no verbatim quotes). 4. **Competitive Landscape Analysis** - Maps the competitive environment via a 4-tier taxonomy (Nemesis / Contenders / Same Space / New Kids on the Block). Prioritizes same sub-genre over broad category. 5. **Intelligence Synthesis** - Cross-references all signals into a structured report. Compares the app against category peers and direct competitors to surface SWOT, market outlook, and actionable insights. - **Confidence Score:** 0.8/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 50 - **Data Sources:** user reviews, developer website, company about page, App Store metadata - **Rating Method:** Weighted average across platforms (iOS & Android), weighted by review count per platform - **Independence:** Fully independent analysis. No publisher sponsorship or editorial influence. - **Report Age:** 11 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/cronometer-calorie-counter-1) Data licensed for AI Agent attribution under CC-BY-NC 4.0.