PillEye – tablet, pill counter vs its rivals

Side-by-side comparison against PillEye – tablet, pill counter's closest competitors — identity, store metrics, ratings & sentiment, and strategic intel.

Doximity
New Kid
NimbleRx
New Kid
Core Identity
DeveloperMedility Inc.GoodRxMediSafe Inc.DoximityNimbleRx
CategoryMedicalMedicalMedicalMedicalMedical
PlatformAndroid, iOSiOSiOSAndroid, iOSiOS, Android
Store Metrics
Rating2.9 / 54.8 / 54.7 / 54.8 / 54.9 / 5
Ratings Count217693,92699,626191,45198,085
PriceFreeFreeFreeFreeFree
Release DateDec 22, 2020Dec 7, 2011Nov 8, 2012Sep 29, 2010Nov 11, 2015
Last UpdatedFeb 28, 2026May 4, 2026Feb 10, 2026Apr 17, 2026Apr 16, 2026
Sentiment & Reviews
Sentimentnegativeexcellentterrible-positive
Score25/10092/10025/100-75/100
Praises
  • High accuracy in counting large volumes of tablets during live photo mode sessions
  • Significant out-of-pocket prescription cost reductions provide essential financial relief for uninsured or underinsured users
  • Reliable medication reminders provide essential daily support for managing complex health schedules
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  • Automated prescription refills and home delivery services provide significant convenience for daily medication management
Complaints
  • Aggressive subscription pricing model creates significant friction for professional and casual users alike
  • Authentication errors following the latest update prevent users from accessing their accounts within the mobile application
  • Frequent application crashes and interface freezes prevent users from logging medication doses
  • Aggressive transition to a paid subscription model locks users out of existing data
-
  • Inconsistent prescription visibility and inaccurate refill availability dates frustrate users attempting to manage medication
Requests
  • One-time purchase option or lower-cost annual plans to replace the current monthly subscription
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  • Comprehensive prescription history and vaccination data display requested to improve medication management clarity
Strategic Intel
Strengths
  • 99.99% accuracy in object recognition
  • Prism Mode creates B2B equipment moat
  • Multi-user logs support audit trails
  • 70,000+ pharmacy network creates a distribution barrier
  • Gold membership rewards create recurring revenue layer
  • Clinical-grade drug interaction engine
  • Deep integration with US health infrastructure
  • Multi-user family sync
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  • B2B pharmacy partnership model drives fulfillment volume
  • Integrated delivery service reduces retail friction
  • Encrypted data storage establishes regulatory trust
Weaknesses
  • Subscription cost above category median
  • Mandatory network dependency for counting
  • 0.86-star Android-iOS rating gap
  • Authentication regressions post-update erode daily habit
  • Inconsistent coupon acceptance for controlled substances
  • High crash frequency post-update
  • Mandatory paywall for historical data
  • Inconsistent notification reliability
-
  • Account authentication failures persist post-update
  • Inconsistent prescription data visibility
  • Lack of HSA payment support
Pricingfreemiumfreemiumfreemiumfreefree
MomentumActiveActiveActiveIntenseIntense
Update Cadence5 versions5 versions, ~8d avg5 versions, ~11d avg5 versions5 versions

Compare PillEye – tablet, pill 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 PillEye – tablet, pill 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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