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Meal AI - Calorie Counter vs its rivals

Side-by-side comparison against Meal AI - Calorie Counter's closest competitors — identity, store metrics, ratings & sentiment, and strategic intel.

Meal AI - Calorie Counter
This App
Lose It! – Calorie Counter
Nemesis
AI Calorie Counter - Appediet
Contender
Carb Manager—Keto Diet Tracker
Contender
Noom Weight Loss, Food Tracker
Contender
Calorie Counter - MyNetDiary
Peer
Lifesum: AI Calorie Counter
Peer
Muscle Monster Workout Planner
New Kid
Liftoff - Ranked Gym Workouts
New Kid
Core Identity
DeveloperRenaissance Apps LLCFitNowAppediet Information PTE. LTDWombat Apps LLCNoom, Inc.MyNetDiary Inc.Lifesum ABTechPioneers LimitedGymBros Inc.
CategoryHealth & FitnessHealth & FitnessHealth & FitnessHealth & FitnessHealth & FitnessHealth & FitnessHealth & FitnessHealth & FitnessHealth & Fitness
PlatformiOSAndroid, iOSAndroid, iOSiOSiOSiOS, AndroidiOSiOS, AndroidAndroid, iOS
Store Metrics
Rating4.7 / 54.8 / 54.8 / 54.8 / 54.7 / 54.8 / 54.6 / 54.7 / 54.8 / 5
Ratings Count465750,85943,377725,975863,351146,559149,1558,24368,761
PriceFreeFreeFreeFreeFreeFreeFreeFreeFree
Release DateOct 3, 2024Nov 21, 2008Aug 21, 2023Dec 30, 2010May 9, 2013Feb 3, 2019Feb 5, 2019Dec 12, 2023Apr 20, 2023
Last UpdatedJan 31, 2026Apr 29, 2026May 19, 2026Apr 8, 2026Apr 22, 2026Apr 15, 2026May 5, 2026Mar 29, 2026Apr 16, 2026
Sentiment & Reviews
Sentiment-mixed-mixednegative-negative-mixed
Score-35/100-55/10035/100-25/100-45/100
Praises-
  • Extensive food database and barcode scanning functionality support consistent long-term weight loss tracking
-
  • Macro and net carb tracking features provide essential support for users managing keto diet goals
  • Educational daily lessons provide practical strategies for long-term weight management and healthy lifestyle changes
-
  • Long-term users value the core calorie and macro tracking utility provided by the application
  • Barcode scanning functionality remains a reliable tool for quick food entry in the free version
-
  • Gamification and Motivation
Complaints-
  • Aggressive paywalling of previously free features creates significant friction for long-time loyal users
-
  • Technical instability and blank screens following the latest update disrupt daily food logging habits
  • Forced gamification features like virtual seeds distract from the core utility of food tracking
-
  • Forced AI integration post-update creates significant usability friction and inaccurate nutritional data logging
  • Persistent technical instability including frequent crashes and forced logouts degrades the daily tracking habit
-
  • Aggressive Paywalls and Pricing
  • Technical Stability and Bugs
Requests-
  • Toggle option to disable automatic calorie bonuses when syncing with external fitness wearables
-
  • Expanded non-keto recipe database to support users transitioning to broader healthy eating plans
  • Customizable interface options to hide unnecessary gamification and focus on core tracking tools
-
  • Users request the ability to set custom water vessel sizes for more accurate hydration tracking
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Strategic Intel
Strengths
  • AI-first architecture enables faster iteration on image recognition than legacy manual-entry competitors
  • Massive 56M-item food database creates high user switching costs
  • Editors' Choice badge across five markets sustains organic install velocity
-
  • Specialized metabolic tracking creates high switching costs
  • Community challenges drive DAU/MAU via peer-to-peer accountability
  • Psychology-based curriculum creates high switching costs
  • Clinical integration provides high-ARPU revenue stream
-
  • AI-first logging interface reduces manual entry friction
  • Life Score provides a unique, personalized health feedback loop
-
  • Unique ranking algorithm for 500+ exercises
  • High-engagement gamification mechanics (Eggs/Quests)
  • Strong social network effects through global leaderboards
Weaknesses
  • Subscription-only model requires payment before core utility validation
  • 465 total ratings indicate low market penetration
  • Premium tier gating of legacy features drives negative sentiment
  • 0.2★ Android-iOS rating gap indicates platform-specific performance regressions
-
  • Technical instability in the latest version erodes trust
  • Subscription cancellation friction drives negative sentiment
  • Forced gamification elements drive negative sentiment
  • Technical regressions cause data sync failures
-
  • Persistent authentication bugs and app crashes
  • Forced AI features lack an opt-out mechanism
  • Aggressive subscription pop-ups degrade user experience
-
  • Critical technical bugs (app crashes mid-workout)
  • Aggressive and non-transparent subscription onboarding
  • Poor sentiment regarding refund and cancellation policies
Pricingsubscriptionfreemiumfreemiumfreemiumsubscriptionfreemiumsubscriptionfreefreemium
Momentum-ActiveIntenseMaintenanceActiveIntenseMaintenanceIntenseMaintenance
Update Cadence-5 versions, 1 majors/6mo, ~5d avg5 versions2 versions, ~44d avg5 versions, ~12d avg5 versions3 versions, ~31d avg5 versions5 versions, ~5d avg

Compare Meal AI - Calorie Counter 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 Meal AI - Calorie Counter, 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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