Feeling Great app vs CodaMetrix

Side-by-side comparison of features, pricing, and ratings

Analysis reviewed Live tool data as of 2026-09-01
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At a glance

DimensionFeeling Great appCodaMetrix
Target UsersIndividuals seeking mental wellnessLarge health systems / hospitals
Pricing ModelFreemium (free basic features, likely optional in-app purchases)Contact-only (custom enterprise quote)
Primary FunctionCBT-based emotional well-being self-helpMedical coding automation for revenue cycle
Key DifferentiatorBased on Dr. David Burns' evidence-based CBT techniques#1 Best in KLAS for Autonomous Medical Coding (2026); longitudinal patient view
IntegrationsNone listedEpic, Cerner, Meditech, Athenahealth, and others
Best ForMild to moderate anxiety/depression self-helpEnterprise health systems with high claim volume

CodaMetrix and Feeling Great serve entirely different markets and use cases. For large health systems seeking to reduce coding costs and denials, CodaMetrix delivers enterprise automation with a proven 5:1 ROI and industry recognition. For individuals wanting self-paced CBT tools for mild emotional challenges, the Feeling Great app offers an accessible, evidence-based starting point. Buyers should choose based on whether they need revenue cycle optimization or personal mental wellness.

Feeling Great app
Feeling Great app

AI-driven CBT app by Dr. David Burns for rapid emotional relief.

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CodaMetrix
CodaMetrix

Contextual coding automation platform for health systems, cutting coding costs by 30%.

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Pricing
Freemium
Contact Sales
Plans
$0/mo
Popularity
5 views
7.4k views
Skill Level
Beginner-friendly
Advanced
API Available
Platforms
Mobile
Web
Categories
💚 Mental Health & Mindfulness
🧾 Healthcare Revenue Cycle
Features
AI-driven emotional assessments
Interactive CBT courses
Progress tracking
Personalized feedback
Self-paced learning
Mood journaling
Guided reframing exercises
Educational content by Dr. David Burns
Privacy-focused design
Mobile app (iOS and Android)
Community reviews and support
Automates medical coding across all service lines
Creates longitudinal patient view for complete data capture
Coding at first opportunity to avoid data gaps
Continuous audits against payer-specific guidelines
Reduces manual coding by up to 70%
5x faster coding turnaround time
Cuts coding denials by 60%
Lowers coding costs by 30%
5:1 ROI over five years
Emergency Department (ED) coding solution
Enterprise-wide deployment without headcount growth
Integrates with Epic and Cerner EHRs
Fits existing workflows with minimal technical lift
National Council for coding quality standards
Rated #1 Best in KLAS for autonomous medical coding (2026)
Integrations
Epic
Cerner

What real users say: Feeling Great app vs CodaMetrix

Not marketing copy and not our opinion — a structured sweep of public discussion (reviews, forums, communities and video comments), showing what people praise and what they complain about for each tool.

Feeling Great app

60 mentions across 4 sources · 52% positive — mixed

Hacker News, YouTube, App Store, Lemmy

What users praise

  • Empathetic AI that helps users feel genuinely 'seen' and understood.
  • Structured TEAM-CBT method grounded in decades of research by Dr. Burns.
  • Course-based approach effectively teaches users to challenge negative thoughts.
  • Shows rapid improvement for many, often within hours of starting.

What frustrates them

  • Reports of app crashing mid-session, losing hours of user progress.
  • Interactions sometimes feel scripted and one-size-fits-all, not personalized.
  • Currently unavailable in Canada, Austria, and much of Europe.
  • Lacks crisis support and is not a substitute for professional therapy.

Researched Aug 24, 2026

CodaMetrix

12 mentions across 2 sources · 40% positive — mixed

YouTube, Product Hunt

What users praise

  • Deep integration with Epic and Cerner EHRs, enabling enterprise-wide deployment.
  • Automates coding across all service lines, including a dedicated ED solution.
  • Reduces manual coding effort by up to 70%, enabling staff to focus on other tasks.
  • Achieves a 5:1 ROI over five years, a strong financial case for health systems.

What frustrates them

  • Limited public community feedback makes independent validation difficult.
  • Contact-only pricing obscures costs and complicates evaluation.
  • Focus on large health systems excludes smaller clinics and practices.
  • No self-service or out-of-box deployment; requires deep EHR integration.

Researched Aug 26, 2026

Who should pick which

  • Large health system CFO
    Pick: CodaMetrix

    CodaMetrix reduces coding costs by 30% and denials by 60% with enterprise automation, offering a 5:1 ROI and integration with Epic/Cerner.

  • Revenue cycle director
    Pick: CodaMetrix

    CodaMetrix's predictive denials prevention and continuous audits improve coding quality and turnaround times for high-volume claims.

  • Individual with mild anxiety
    Pick: Feeling Great app

    Feeling Great offers free CBT exercises and mood tracking with Dr. David Burns' evidence-based methods, suitable for self-help.

  • Small clinic manager
    Pick: Feeling Great app

    CodaMetrix is too costly and complex for low-volume providers; Feeling Great has no relevance to billing but is a personal mental health tool.

  • Health system IT leader
    Pick: CodaMetrix

    CodaMetrix integrates seamlessly with Epic, Cerner, and other major EHRs, enabling enterprise-wide AI coding automation without headcount growth.

Frequently Asked Questions

Feeling Great app vs CodaMetrix: which should you choose?

CodaMetrix and Feeling Great serve entirely different markets and use cases. For large health systems seeking to reduce coding costs and denials, CodaMetrix delivers enterprise automation with a proven 5:1 ROI and industry recognition. For individuals wanting self-paced CBT tools for mild emotional challenges, the Feeling Great app offers an accessible, evidence-based starting point. Buyers should choose based on whether they need revenue cycle optimization or personal mental wellness.

Can CodaMetrix be used by a small clinic?

No, it is designed for large health systems with high claim volumes and requires custom pricing and deep EHR integration.

Is the Feeling Great app free?

It uses a freemium model; basic features are free, but some in-app purchases or subscriptions may be required for advanced content.

Does CodaMetrix integrate with my EHR?

It integrates with Epic, Cerner, Meditech, Athenahealth, eClinicalWorks, Allscripts, NextGen, GE Healthcare, InterSystems, and Oracle Health.

Can Feeling Great replace therapy?

No, it is a self-help tool for mild to moderate symptoms and not a substitute for professional mental health treatment or emergency care.

What is CodaMetrix's ROI claim?

CodaMetrix promises a 5:1 ROI over five years, largely from 30% lower coding costs and 60% fewer denials.

What recent recognition did CodaMetrix receive?

In February 2026, it was named #1 Best in KLAS for Autonomous Medical Coding.

Does Feeling Great have clinical studies?

It is based on over 50 scientific publications by Dr. David Burns, focusing on CBT efficacy.

Can I use CodaMetrix for outpatient coding only?

It covers all service lines, including Emergency Department, inpatient, and outpatient.

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Last reviewed: July 3, 2026