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Biotech · GCP

Isomorphic Labs

Public materials indicate Isomorphic Labs runs its production AI/drug-design engine on Google Cloud, using Google Cloud AI Hypercomputer with TPU/GPU fleets orchestrated by Google Kubernetes Engine for autoscaling inference workloads. The company publicly emphasizes its own drug-design engine and AlphaFold-derived models rather than exposing a foundational LLM-centric stack.

Foundation proximity: Native (own / self-hosted weights)

Foundational models & how they consume them

PrimaryAlphaFold 3 / AlphaFold-derived models· self-hosted · Native (own / self-hosted weights)

Cloud & datastore

GCPobject storagecloud data platform (unspecified)scientific/HPC data systems (unspecified)

Compliance

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EvolutionaryScaleGinkgo BioworksInsilico MedicineRecursion
Head-to-head: Isomorphic Labs vs EvolutionaryScaleIsomorphic Labs vs Ginkgo BioworksIsomorphic Labs vs Insilico Medicine

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FAQ

Does Isomorphic Labs use a foundational AI model?
Isomorphic Labs uses AlphaFold 3 / AlphaFold-derived models (Native (own / self-hosted weights)).
What cloud does Isomorphic Labs run on?
Isomorphic Labs runs on GCP.
What database does Isomorphic Labs use?
Isomorphic Labs uses object storage, cloud data platform (unspecified), scientific/HPC data systems (unspecified).
How close does Isomorphic Labs run to the foundational model?
Isomorphic Labs is Native (own / self-hosted weights) — close to the metal, so cheaper tokens and more control over outputs.

Sources

isomorphiclabs.com ↗

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