CoreWeave vs Insilico Medicine

CoreWeave — Infrastructure · Public · $48.5B mkt cap · 4 of 5 figures sourced  |  Insilico Medicine — Application · Public · $4.3B mkt cap · 5 of 5 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

FieldCoreWeaveInsilico Medicine
Market cap$48.5B$4.3B Insilico Medicine has 11× smaller
Employees2,189333 Insilico Medicine has 6.6× fewer
Founded20172014 3 yrs earlier
StatusPublicPublic match
CategoryInfrastructureApplication
Stack layerAI agent, Infrastructure service, PlatformApplication, Hardware, Platform
HeadquartersRoseland, USAHong Kong

Capability overlap

Shared · 3

Data analysisEvaluation and observabilityModel training

Not verified for Insilico Medicine · 3

Data securityGPU cloudModel inference

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

Not verified for CoreWeave · 5

Agent orchestrationDrug discoveryKnowledge retrievalSummarizationText generation

Recorded for Insilico Medicine. CoreWeave’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

CoreWeave

Platform

Mission ControlPlatform

Operating layer for CoreWeave Cloud unifying security (IAM, compliance logging), fleet/node lifecycle automation with expert support, and observability (metrics, logs, telemetry), including an AI agent that answers questions about GPU performance and cluster health.

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.

No counterpart

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

AI agent

CoreWeave ARIAAI agent

AI research agent built into the Weights & Biases platform that analyzes experiment data and production traces, forms hypotheses, designs and runs experiments, and generates dashboards and reports.

Infrastructure service

CoreWeave AI CloudInfrastructure service

GPU cloud renting NVIDIA accelerators by the hour, with managed Kubernetes, storage and networking for training and inference.

CoreWeave SandboxesInfrastructure service

Managed sandbox compute environments for AI development, billed as an add-on that varies with the buyer's base Weights & Biases plan tier ($10/mo on Free, $25/mo on Pro).

Insilico Medicine sells these in a stack layer with no product recorded for CoreWeave 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.