About
VMRay is a sandbox-based malware analysis platform that generates high-quality data for AI-enabled cyber defense systems. The platform performs dynamic malware analysis by observing real execution behavior in a controlled sandbox environment, producing deterministic verdicts, structured indicators, and machine-readable outputs. It provides behavioral truth through evasion-resistant detonation, creating first-order artifacts that AI models can use for detection and automation. VMRay outputs include full execution timelines, configuration extraction, and IOCs formatted in JSON/STIX and mapped to MITRE frameworks for integration with SIEM, SOAR, TIP, and machine learning platforms. The platform aims to reduce false positives, accelerate investigations, and enable safe automation at scale by supplying AI systems with verified, high-fidelity threat intelligence rather than noisy or ambiguous signals.
Read from vmray.com on 2026-08-26. We describe what the vendor states; we do not audit it.
Enterprise Readiness
from cataloged dataNo compliance certifications listed
Flexible deployment: Cloud, Hybrid
No integrations listed
5 documented use cases
Founded 2013 · series-b
Composite of public compliance, deployment, integration, adoption, and company signals. “Not disclosed” reflects gaps in available data, not a vendor deficiency.
Enterprise Use Cases
Integrations
How VMRay compares
| Tool | Readiness | Pricing | Deployment | Compliance | Integrations |
|---|---|---|---|---|---|
| VMRay | 40 · Emerging | Enterprise | Cloud, Hybrid | — | 0 |
| CrowdStrike Falcon | 55 · Established | Paid | Cloud | — | 5 |
| Cybereason EDR | Not scored | Enterprise | Cloud, On-Premise, Hybrid | — | 7 |
| Exabeam Fusion | 70 · Strong | Enterprise | Cloud, On-Premise, Hybrid | — | 8 |
Peers from the same category, ranked by Enterprise Readiness. Readiness is a composite of cataloged compliance, deployment, integration, adoption, and company signals.
Frequently Asked Questions
What is VMRay used for?
VMRay is sandbox-based malware analysis that produces verified behavioral data for AI-powered security systems. It is commonly used for malware detection, threat analysis, incident response, and security analytics.
Is VMRay free, and how is it priced?
VMRay uses enterprise pricing, typically a custom quote based on seats, usage, and requirements. Contact the vendor for a quote.
How can VMRay be deployed?
VMRay supports Cloud and Hybrid deployment. It is delivered as a cloud-hosted service.
When was VMRay founded?
VMRay was founded in 2013.
Is VMRay enterprise-ready?
Based on cataloged data, VMRay has an Enterprise Readiness score of 40/100 (Emerging tier), derived from its compliance, deployment, integration, adoption, and company-maturity signals.
Quick Facts
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