卡路里相機 vs its rivals

Side-by-side comparison against 卡路里相機's closest competitors — identity, store metrics, ratings & sentiment, and strategic intel.

FlashSnack
Contender
milkberi
Contender
Core Identity
DeveloperCMoneyWachangaNETTRACK LLCGluroo Imaginations Inc.HAVYN LLCJommi UG (haftungsbeschrankt)Riafy Technologies Pvt. Ltd.Mustafa Tolga DALBUDAKAppmanschap B.V.Seoul National University Bundang Hospital
CategoryHealth & FitnessHealth & FitnessHealth & FitnessHealth & FitnessHealth & FitnessHealth & FitnessHealth & FitnessMedicalHealth & FitnessMedical
PlatformiOSAndroid, iOSiOSiOS, AndroidiOS, AndroidiOSiOS, AndroidiOS, AndroidiOSiOS
Store Metrics
Rating0.0 / 54.7 / 55.0 / 55.0 / 55.0 / 54.6 / 55.0 / 55.0 / 53.2 / 55.0 / 5
Ratings Count02,979231082191
PriceFreeFreeFreeFreeFreeFreeFreeFreeFreeFree
Release DateJul 17, 2025Dec 31, 2024Mar 12, 2026Apr 26, 2026Mar 11, 2026Aug 18, 2018Oct 27, 2022Feb 28, 2023Apr 17, 2023Jun 21, 2013
Last UpdatedAug 14, 2025Apr 16, 2026Apr 8, 2026May 6, 2026May 10, 2026Jun 13, 2024Jul 16, 2025Mar 30, 2026Apr 11, 2026Jan 14, 2026
Sentiment & Reviews
Sentiment-mixed--------
Score-45/100--------
Praises-
  • Automatic calorie calculation from food photography provides significant time savings for daily tracking
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Complaints-
  • Inaccurate food recognition and calorie estimation force users to manually correct data frequently
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Requests-
  • Integration with health platforms to sync nutrition data across other fitness applications
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Strategic Intel
Strengths
  • Localized AI food recognition for Asian diet types sustains regional user relevance
  • AI-based photo logging reduces manual friction for casual users
  • Gamified streaks and badges drive session frequency
  • AI-driven descriptive logging removes manual entry friction
  • Conversational nutrition chat provides immediate feedback loops
  • Frictionless photo-to-macro conversion mechanism
  • Google Health Connect interoperability for cross-tool data utility
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  • Local-only data architecture eliminates cloud-based security risks
  • One-time purchase model removes recurring subscription friction
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Weaknesses
  • Free-only pricing model lacks monetization levers
  • No social features to drive long-term retention
  • Premium tier at $29.99/year above category median
  • Technical instability causes data loss during scanning
  • AI misidentification forces frequent manual entry
  • Reliance on USDA database limits recognition accuracy
  • No monetization model creates sustainability risk
  • Zero monetization layer limits development runway
  • Lack of regional food database reduces accuracy
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  • Zero Android rating count indicates low platform penetration
  • Manual logging requirement increases user friction vs CGM-integrated rivals
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Pricingfreefreemiumfreefreefreefreefreefreemiumfreefree
MomentumZombieIntenseMaintenance-IntenseZombie-Maintenance-Steady
Update Cadence1 versions5 versions1 versions-5 versions5 versions-5 versions, 2 majors/6mo, ~104d avg-5 versions

Compare 卡路里相機 head-to-head

Disclosure: Independent intel to help mobile builders succeed.

AI-powered analysis with editorial review, built from publicly available sources. Marlvel.ai is not affiliated with, endorsed by, or sponsored by 卡路里相機, its developer, the app publisher, Apple, or Google Play. All trademarks, logos, and screenshots referenced remain the property of their respective owners.

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