Insilico Medicine vs Scale AI

Insilico Medicine — Application · Public · $4.3B mkt cap · 5 of 5 figures sourced  |  Scale AI — Infrastructure · Private · $29B valuation · 3 of 3 figures sourced

Relationship

Assembled from the recorded fields for this pair, not hand-checked. The comparison below is read from each company’s own profile.

Aligned comparison

FieldInsilico MedicineScale AI
Size$4.3B mkt cap$29B valuation different basis
Employees3331,300 Scale AI has 3.9× more
Founded20142016 2 yrs later
StatusPublicPrivate
CategoryApplicationInfrastructure
Stack layerApplication, Hardware, PlatformData service, Platform
HeadquartersHong KongSan Francisco, USA

Capability overlap

Shared · 3

Data analysisEvaluation and observabilityKnowledge retrieval

Not verified for Scale AI · 5

Agent orchestrationDrug discoveryModel trainingSummarizationText generation

Recorded for Insilico Medicine. Scale AI’s product records say nothing either way — a missing record is not a missing capability.

Not verified for Insilico Medicine · 1

Data labelling

Recorded for Scale AI. Insilico Medicine’s product records say nothing either way — a missing record is not a missing capability.

Products, side by side

Algorithmic pairing — assembled from recorded fields, not hand-checked

Insilico Medicine

Platform

Biology42: Generative BiologicsPlatform

AI platform for de novo design and multi-property optimization of peptides, nanobodies and antibodies against specified targets and epitopes.

Chemistry42Platform

Generative small-molecule design platform combining de novo generation with physics-based methods, retrosynthesis, ADMET profiling and custom model training.

MMAI GymPlatform

Foundation-model training and benchmarking platform that fine-tunes a customer's own LLM on Insilico's proprietary pharma reasoning datasets and validates results in its automation lab.

PandaOmicsPlatform

AI platform for therapeutic target identification, biomarker discovery, indication prioritization and drug repurposing over a multi-omics knowledge base.

Pharma.AIPlatform

End-to-end generative-AI platform spanning target discovery, molecular design and clinical-trial risk assessment for pharmaceutical research.

Scale AI

Platform

Scale DonovanPlatform

AI platform for defence and intelligence users, for searching, summarising and reasoning over operational data.

Scale GenAI PortfolioPlatform

Platform for building and evaluating enterprise generative-AI applications against a customer's own data.

No counterpart

Insilico Medicine sells these in a stack layer with no product recorded for Scale AI yet — nothing on the other side to compare them against.

Application

Science42: DORAApplication

AI research writing assistant that drafts structured, cited papers, reviews, grant proposals and abstracts against biomedical databases such as PubMed and bioRxiv.

inClinicoApplication

Multimodal AI platform that forecasts the probability of success of individual clinical trials and scores alternative trial designs before implementation.

Hardware

PandaOmics BoxHardware

On-premise AI appliance running PandaOmics target and biomarker discovery locally with no external data transmission, sold in Server and Desktop editions.

Scale AI sells these in a stack layer with no product recorded for Insilico Medicine yet — nothing on the other side to compare them against.

Data service

Scale Data EngineData service

Data labelling and curation service producing training and evaluation sets for AI models.