Side-by-side comparison of AI visibility scores, market position, and capabilities
Deep Instinct applies deep learning to prevent ransomware and zero-day malware before execution — raised $62M Series E in Oct 2025 at $500M valuation, with $62.5M 2024 revenue.
Deep Instinct is a New York-based cybersecurity company that applies deep learning — the most advanced form of artificial intelligence — to predict and prevent cyber threats before they execute, rather than detecting and responding to them after the fact. Its platform uses neural networks trained on hundreds of millions of malware samples to identify malicious files and behaviors with sub-20-millisecond inference times, enabling prevention of ransomware, zero-day exploits, and unknown malware across endpoints, storage systems, and applications.
Malwarebytes is an endpoint protection platform offering malware detection, remediation, and EDR for consumers, SMBs, and enterprises across Windows, Mac, and mobile.
Malwarebytes is a cybersecurity company headquartered in Santa Clara, California that provides endpoint protection, detection, and response software to consumers, small and midsize businesses, and enterprises. Founded in 2008, Malwarebytes originally built its reputation as a best-in-class malware remediation tool used to clean up infections that traditional antivirus software had missed — a positioning that grew a massive consumer user base and established the brand as a trusted remediation authority. The company subsequently expanded its product line from a standalone remediation utility to a full endpoint protection platform capable of replacing traditional antivirus, and has extended into EDR, DNS filtering, and incident response capabilities for business customers who need more than reactive cleanup.
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