AI Calorie Tracker by Yazio vs Isomorphic Labs
Side-by-side comparison of features, pricing, and ratings
At a glance
| Dimension | AI Calorie Tracker by Yazio | Isomorphic Labs |
|---|---|---|
| Pricing | Freemium (Premium ~$9.99/mo) | Contact-based (enterprise) |
| Target User | Individual consumers | Pharma companies |
| Core AI Feature | Photo food recognition | Generative drug design |
| Integrations | Apple Health, Google Health, Fitbit, Garmin, Samsung, Withings | None (pharma partnerships) |
| Scale | 100M+ users | Large pharma collaborations |
| Latest News | None | Series B (Feb 2026); J&J collab (Jan 2026) |
These tools are incomparable: Yazio targets individual consumers tracking calories, while Isomorphic Labs is a B2B drug discovery platform for pharma giants. Buyers should evaluate based on their domain — health-conscious individuals choose Yazio, and enterprise pharma teams partner with Isomorphic Labs. There is no overlap.
All-in-one food, fitness, and fasting tracker with AI photo logging.
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AI-native drug discovery partner building on AlphaFold to help pharma solve disease.
Visit WebsiteWhat real users say: AI Calorie Tracker by Yazio 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.
AI Calorie Tracker by Yazio
20 mentions across 1 sources · 35% positive — critical
App Store
What users praise
- • Clean, modern, and minimalistic interface is pleasing to use.
- • AI photo recognition offers a quick way to log meals.
- • Intermittent fasting timers are well-integrated and easy to follow.
- • Barcode scanner speeds up logging for packaged foods.
What frustrates them
- • Cannot customize number of meals or log meal times.
- • AI tips and animations are intrusive and cannot be turned off.
- • Barcode database has duplicate entries and missing nutritional info.
- • AI photo recognition frequently miscalculates macros.
Researched Jul 3, 2026
Isomorphic Labs
48 mentions across 3 sources · 82% positive
Hacker News, YouTube, Lemmy
What users praise
- • Built on the Nobel-winning AlphaFold, giving it instant credibility in structural biology.
- • Drug Design Engine extends beyond structure to generative molecule design, promising novel chemistry.
- • Deep partnerships with Novartis and J&J, with potential billions in royalties.
- • Interdisciplinary team of top ML and drug discovery experts, ensuring depth of expertise.
What frustrates them
- • Not accessible to individual researchers or small biotech due to partnership model only.
- • Proprietary nature of parts of its tech limits community scrutiny and independent validation.
- • CASP16 results suggest AlphaFold 3-based models aren't always better than older methods for protein-ligand interactions.
- • No marketed drugs yet; outcomes remain uncertain with royalties tied to long timelines.
Researched Aug 18, 2026
Who should pick which
- Solo dieter / fitness beginnerPick: AI Calorie Tracker by Yazio
Yazio offers affordable AI photo logging, fasting timers, and personalized goals for weight loss, backed by 100M+ users.
- Intermittent fasting enthusiastPick: AI Calorie Tracker by Yazio
Built-in 16:8, 5:2, 6:1 timers and calorie tracking make Yazio ideal for combining fasting with easy meal logging.
- Pharma company seeking AI drug discovery partnerPick: Isomorphic Labs
Isomorphic Labs' AlphaFold-based Drug Design Engine, with predictive and generative AI, plus J&J collaboration (Jan 2026) and $600M funding, validates its enterprise capability.
- Research institution exploring digital biologyPick: Isomorphic Labs
Isomorphic Labs' simulation at scale and partnership model (Novartis, J&J) provide access to cutting-edge drug design without in-house ML.
- Professional dietitianPick: AI Calorie Tracker by Yazio
Despite Yazio's simplicity, its exportable food diaries and tracking charts can aid client reports, though micronutrient detail is limited.
Frequently Asked Questions
AI Calorie Tracker by Yazio vs Isomorphic Labs: which should you choose?
These tools are incomparable: Yazio targets individual consumers tracking calories, while Isomorphic Labs is a B2B drug discovery platform for pharma giants. Buyers should evaluate based on their domain — health-conscious individuals choose Yazio, and enterprise pharma teams partner with Isomorphic Labs. There is no overlap.
Can I use AI Calorie Tracker by Yazio to break my fast?
Yes, Yazio has built-in intermittent fasting timers (16:8, 5:2, 6:1) that notify you when to start and stop eating.
Does Isomorphic Labs sell software to individuals?
No, Isomorphic Labs partners exclusively with large pharma companies through contracts, not direct sales.
What integrations does Yazio support?
Apple Health, Google Fit, Fitbit, Garmin, Samsung Health, and Withings.
Is AlphaFold available in Isomorphic Labs?
Yes, Isomorphic Labs builds on the AlphaFold system, with a Drug Design Engine that simulates protein-ligand interactions.
How much does Yazio Premium cost?
Roughly $9.99/month, but the free version also includes AI photo recognition and basic tracking.
Has Isomorphic Labs announced any recent partnerships?
Yes, in January 2026 they entered a research collaboration with Johnson & Johnson for AI drug discovery.
Can I export my Yazio food diary?
Yes, Premium users can export food diary reports; free users cannot.
What was Isomorphic Labs' latest funding round?
Series B in February 2026 (amount not disclosed), following a $600M external round in 2025.
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Last reviewed: July 3, 2026