MyFitnessPal vs Isomorphic Labs
Side-by-side comparison of features, pricing, and ratings
At a glance
| Dimension | MyFitnessPal | Isomorphic Labs |
|---|---|---|
| Pricing | Free (premium from $9.99/mo) | Contact for pricing |
| Target users | Individuals tracking diet & fitness | Pharma companies & researchers |
| Core technology | Calorie/macro tracking, AI voice logging | AlphaFold-based AI drug design |
| Integration ecosystem | 35+ devices & apps (Apple Health, Fitbit, etc.) | Partnerships with Novartis & Johnson & Johnson |
| Availability | Public app for iOS/Android | Not publicly available; partnership model |
| Recent news | No recent news | 2026 Series B, new CMO, US operations, J&J collaboration |
These two tools serve entirely different markets: MyFitnessPal is a consumer nutrition tracker for individuals, while Isomorphic Labs is a B2B drug discovery AI platform for pharma corporations. If you're an individual looking to log your meals and track macros, MyFitnessPal is the practical choice. If you're a large pharma company seeking AI-driven drug design, Isomorphic Labs is the only option — but you'll need a partnership and likely deep pockets.
The world's most popular calorie and macro tracker with AI voice logging, barcode scanning, and a 20.5M-food database.
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What real users say: MyFitnessPal 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.
MyFitnessPal
63 mentions across 4 sources · 54% positive — mixed
Hacker News, YouTube, Product Hunt, Lemmy
What users praise
- • Unmatched 20.5M food database, the deepest of any calorie app
- • Barcode scanning makes logging store-bought items fast and easy
- • AI voice logging speeds up entry, when it works
- • Wide integrations: Apple Health, Fitbit, Garmin, Whoop, Oura, etc.
What frustrates them
- • Enshittification: features moved behind Premium paywalls, plus new 'Premium+' tier
- • AI meal counting is unreliable — showed inconsistent carb counts across 27,000 attempts
- • Barcode scanning locked behind Premium in the US, free in the UK — inconsistent
- • Logging a meal takes too many clicks; users prefer natural language alternatives
Researched Aug 30, 2026
Isomorphic Labs
46 mentions across 3 sources · 73% positive
Hacker News, YouTube, Lemmy
What users praise
- • Backed by DeepMind's AlphaFold legacy and Nobel-winning science.
- • Massive pharma partnerships: Novartis, J&J, Eli Lilly.
- • Drug Design Engine (July 2026) moves beyond structure prediction.
- • Generative AI for molecule design, simulating drug behavior.
What frustrates them
- • Not a self-serve tool; partnership-only model limits access.
- • CASP16 shows no clear advantage over older prediction methods.
- • Clinical outcomes unproven; no approved drugs yet.
- • Returns tied to performance milestones, uncertain timeline.
Researched Aug 26, 2026
Who should pick which
- Individual tracking daily food intakePick: MyFitnessPal
MyFitnessPal's free tier, large food database, and device sync make it ideal for personal nutrition logging.
- Premium user seeking AI meal coachingPick: MyFitnessPal
MyFitnessPal Premium's AI Nutrition Coach and intermittent fasting tracker provide personalized guidance.
- Pharma company aiming to accelerate drug discoveryPick: Isomorphic Labs
Isomorphic Labs' Drug Design Engine powered by AlphaFold is built for large-scale, AI-driven molecule design through deep partnerships.
- Researcher exploring digital biology simulationPick: Isomorphic Labs
Isomorphic Labs offers advanced predictive and generative AI models, but access requires a partnership.
Frequently Asked Questions
MyFitnessPal vs Isomorphic Labs: which should you choose?
These two tools serve entirely different markets: MyFitnessPal is a consumer nutrition tracker for individuals, while Isomorphic Labs is a B2B drug discovery AI platform for pharma corporations. If you're an individual looking to log your meals and track macros, MyFitnessPal is the practical choice. If you're a large pharma company seeking AI-driven drug design, Isomorphic Labs is the only option — but you'll need a partnership and likely deep pockets.
Can I use Isomorphic Labs' AI directly as an individual researcher?
No, Isomorphic Labs operates only through pharma partnerships; it does not offer a public API or software.
Does MyFitnessPal have AI features?
Yes, MyFitnessPal offers AI voice logging (NEW) and an AI Nutrition Coach (Premium).
What is the pricing of MyFitnessPal Premium?
$9.99/month or $49.99/year, with a 30-day free trial.
What is Isomorphic Labs' relationship with AlphaFold?
Isomorphic Labs was founded by Demis Hassabis (DeepMind CEO) and builds on AlphaFold for drug design.
Do these tools have any integration in common?
No, MyFitnessPal integrates with consumer wearables (Apple Health, Fitbit), while Isomorphic Labs partners with pharma companies.
Is Isomorphic Labs available for use by non-pharma companies?
There is no evidence; current partnerships are with Novartis and Johnson & Johnson.
Does MyFitnessPal work offline?
The app requires an internet connection for full food database access, but some features work offline.
What recent news is there for Isomorphic Labs?
In 2025-2026, it raised $600M, secured a J&J collaboration, appointed a CMO, and opened US operations.
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Last reviewed: July 3, 2026