Gym & Home Fitness Workout Log vs Isomorphic Labs

What users praise

• • High-quality rotatable 3D animations for exercise form demonstration.
• • AR feature overlays correct lifting form onto real environment.
• • Large library of ready-made workout plans (HIT, HST, DC, etc.).
• • Works on iPhone, iPad, and Mac with cloud backup.

What frustrates them

• • App freezes for 30+ seconds when switching to other apps.
• • Frequent crashes, especially on opening or during workout.
• • Progress often fails to save properly.
• • No instructions or onboarding — steep learning curve for beginners.

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.