Confide vs Isomorphic Labs

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

Analysis reviewed Live tool data as of 2026-10-09
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At a glance

DimensionConfideIsomorphic Labs
PricingFreemiumContact for partnership (enterprise)
Target AudienceIndividual journalers & wellness seekersPharma companies & research institutions
Core TechnologyVideo journaling, AI transcription & memoryAlphaFold, AI drug design engine
Business ModelFreemium app with optional subscriptionPartnerships with Novartis & J&J
Unique Selling PointAI bestie that remembers your pastAI-first drug discovery at scale

Isomorphic Labs and Confide serve completely different needs: Isomorphic is an enterprise AI drug discovery partner for pharma giants, while Confide is a consumer mental wellness app. Your choice depends on whether you are a large drug developer or an individual journaler. There is no direct competition.

Confide
Confide

Video-first journaling app that transcribes your spoken entries and gives paying users an AI companion with memory of your past entries.

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Isomorphic Labs
Isomorphic Labs

Isomorphic Labs applies generative AI drug discovery to design novel molecules and predict how candidates will perform.

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Pricing
Freemium
Contact Sales
Plans
$0/mo
$12.99/mo
$69.99/yr
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Popularity
5 views
7.5k views
Skill Level
Beginner-friendly
Advanced
API Available
Platforms
WebMobile
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Categories
💚 Mental Health & Mindfulness📝 Notes & Knowledge Management
🧬 Drug Discovery & Life Sciences
Features
One-tap video journaling from the app
Voice-only entries when you don't want to be on camera
Automatic transcription of every recorded entry
Searchable archive across all past entries
AI bestie with memory of your past entries (Premium)
Guided AI reflection questions based on your history (Premium)
In-depth insights delivered after each entry
Monthly journal summaries (Premium)
Emotion tracking with mood trends over time (Premium)
End-to-end encryption (Premium)
Export journal entries to text or video (Premium)
Daily reminders and streak tracking
CBT-style AI responses and personalized encouragement
Built for individual journaling, not team or shared archives
Drug Design Engine spanning generative molecule design through lead optimization
Predictive AI models that anticipate how candidate drugs will perform
Generative models for designing novel molecules
Builds on and beyond the Nobel-winning AlphaFold system
End-to-end research collaborations from target identification to lead optimization
Digital biology approach aimed at discovery at digital speed
Named pharma partners include Johnson & Johnson, Novartis and Eli Lilly
Joined the Virtual Biology Initiative to build foundational data for AI disease models
Funder of Biohub's $1.8B initiative to train AI models that predict cell behavior
Bioresilience framework for biological threats and health emergencies
Series B investment round announced May 2026 to scale the Drug Design Engine
Follows a $600M external raise in March 2025
President Max Jaderberg appointed November 2025 to integrate AI and science
Interdisciplinary team of drug discovery experts and ML specialists
Founded by Demis Hassabis, who serves as CEO

What real users say: Confide vs Isomorphic Labs

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.

Confide

77 mentions across 5 sources · 45% positive — mixed (weighted across 5 sources)

Hacker News, YouTube, Product Hunt, App Store, Lemmy

What users praise

  • • One-tap video capture lowers friction considerably compared to typing a text journal entry
  • • AI transcription makes spoken entries searchable, which reviewers call genuinely useful
  • • Voice-only mode is a welcome escape for users who aren't comfortable on camera
  • • Free tier covers core capture and search, letting people test before paying

What frustrates them

  • • Long-term users repeatedly report old video entries will not play back
  • • Subscriptions reportedly keep charging after users cancel their membership
  • • Support requests go unanswered for weeks according to multiple App Store reviewers
  • • App sometimes claims to be recording when it is not, dropping entries

Researched Sep 24, 2026

Isomorphic Labs

No verifiable community signal. We scanned public discussion on Oct 7, 2026 and found posts matching the name “Isomorphic Labs”, but could not establish that they are about this product rather than something else sharing its name. Rather than publish a score built on the wrong subject, we publish none.

Who should pick which

  • Pharma R&D Director
    Pick: Isomorphic Labs

    Needs AI to accelerate lead optimization and predictive modeling for large-scale drug programs; Isomorphic's AlphaFold-based engine and partnership model fit perfectly.

  • Daily Journaler / Mental Wellness Advocate
    Pick: Confide

    Wants a private, AI-powered journal that retains context and provides insights; Confide's video journaling and bestie feature are ideal.

  • Startup Biotech with Limited Capital
    Pick: Confide

    Invalid use case; neither tool fits. Isomorphic is too enterprise, Confide is personal. Not applicable.

  • Academic Researcher in Drug Discovery
    Pick: Isomorphic Labs

    Could collaborate through institutional partnerships; Isomorphic's advanced modeling supports cutting-edge research.

  • Busy Professional Wanting Quick Reflection
    Pick: Confide

    Prefers speaking over typing; one-tap record and AI transcription provide an efficient journaling experience.

Frequently Asked Questions

Confide vs Isomorphic Labs: which should you choose?

Isomorphic Labs and Confide serve completely different needs: Isomorphic is an enterprise AI drug discovery partner for pharma giants, while Confide is a consumer mental wellness app. Your choice depends on whether you are a large drug developer or an individual journaler. There is no direct competition.

Can I use Isomorphic Labs as an individual researcher?

No, Isomorphic Labs partners only with large pharma companies and institutions; pricing is not disclosed for individual use.

Does Confide work offline?

No, Confide is an online app requiring internet for AI transcription and bestie features.

Which tool uses Nobel Prize-winning technology?

Isomorphic Labs leverages AlphaFold, which won the 2024 Nobel Prize in Chemistry.

Is Confide's AI memory permanent?

Yes, the AI bestie remembers past entries to provide contextual responses, but privacy is ensured with encryption.

What is the pricing for Confide?

Confide uses a freemium model; specific premium pricing is not listed but likely involves a monthly subscription.

Has Isomorphic Labs collaborated with any major pharma?

Yes, partnerships with Novartis and Johnson & Johnson as of 2026.

Can I export my data from Confide?

Yes, Confide supports export to text or video.

Is Isomorphic Labs suitable for drug repurposing?

It is not specifically mentioned; its focus is on novel molecule design and lead optimization for new drugs.

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Last reviewed: July 3, 2026