Nanograb vs Isomorphic Labs

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

Analysis reviewed Live tool data as of 2026-10-18
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At a glance

DimensionNanograbIsomorphic Labs
Target UsersGene therapy researchers, labsPharma companies
Core TechnologyAI for delivery optimizationAlphaFold-based drug design
PricingFreemiumContact (partnership-based)
Key IntegrationsBenchling, LabArchives, AddgeneNone listed
Best ForHard-to-transfect cells, CRISPR screensLarge-scale drug development programs

Choose Nanograb if you need a hands-on AI tool for optimizing gene delivery in your lab with affordable freemium access. Choose Isomorphic Labs only if you are a pharma company ready for a multi-year, high-investment partnership to discover new drugs at scale — it is not a plug-and-play product.

Nanograb
Nanograb

Nanograb designs peptide-LNP targeting systems with biophysics-informed AI so genetic medicines reach a chosen cell type instead of the liver.

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Isomorphic Labs
Isomorphic Labs

Isomorphic Labs uses AI drug discovery models to design novel molecules and predict how candidate drugs will perform.

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Pricing
Contact Sales
Contact Sales
Plans
—
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Popularity
3 views
7.5k views
Skill Level
Intermediate
Advanced
API Available
Platforms
WebAPI
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Categories
🧬 Drug Discovery & Life Sciences
🧬 Drug Discovery & Life Sciences
Features
Biophysics-informed AI models for genetic medicine targeting
Design of targeting peptides attached to lipid nanoparticles (LNPs)
Multimodal peptide optimization across candidate sequences
Physics-informed ranking algorithms to score candidate designs
Bespoke epitope selection for a chosen cell target
Multivalent superselectivity design for cell-selective binding
Ligand density tuning on LNP surfaces to cross binding thresholds
Particle surface chemistry selection as a design variable
Targeting any cell in the body rather than default liver uptake
Computational candidate ranking before committing synthesis budget
Design-stage targeting output intended to feed into synthesis
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
Built 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
Announced a new path to making medicines with AI
Series B 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
Founded by Demis Hassabis, who serves as CEO

Who should pick which

  • Solo founder
    Pick: Nanograb

    Affordable freemium pricing and self-service AI for delivery optimization without requiring pharma partnerships.

  • Academic research lab
    Pick: Nanograb

    Coverage of 500+ cell types, integration with benchling and addgene, and community protocol database fit academic workflows.

  • Pharma company Director of Drug Discovery
    Pick: Isomorphic Labs

    Access to AlphaFold-based predictive models and generative molecule design through a dedicated partnership, backed by $600M investment and collaboration with johnson & johnson.

  • CRISPR screening lab
    Pick: Nanograb

    Supports CRISPR payloads and provides electroporation/lipid nanoparticle protocols tailored for hard-to-transfect cells.

  • Startup without pharma connections
    Pick: Nanograb

    Isomorphic Labs requires established pharma partnerships; Nanograb is accessible immediately with freemium tier.

Frequently Asked Questions

Nanograb vs Isomorphic Labs: which should you choose?

Choose Nanograb if you need a hands-on AI tool for optimizing gene delivery in your lab with affordable freemium access. Choose Isomorphic Labs only if you are a pharma company ready for a multi-year, high-investment partnership to discover new drugs at scale — it is not a plug-and-play product.

Can I use Isomorphic Labs as a single researcher?

No, Isomorphic Labs works solely through partnerships with large pharma companies, not individual researchers.

Does Nanograb support in vivo delivery?

Nanograb focuses on in vitro delivery; it is not for in vivo models per its 'not for' list.

What is the pricing for Isomorphic Labs?

It is not publicly disclosed; you must contact them for a partnership agreement. The company raised $600M externally.

Does Nanograb integrate with electronic lab notebooks?

Yes, it integrates with Benchling, LabArchives, and supports generic ELN import.

Which tool uses AlphaFold?

Isomorphic Labs is built on DeepMind's AlphaFold system, which won the Nobel Prize.

Can Nanograb help with viral vector design?

Yes, it provides AAV and lentivirus design suggestions.

Is there a free tier for Isomorphic Labs?

No, it is partnership-based with no free access.

What recent funding did Isomorphic Labs have?

It announced a Series B in February 2026 and a $600M external investment round in March 2025.

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Last reviewed: July 3, 2026