Identify malicious activity, suspicious behavior, or compromised assets from security signals. This comparison covers products mapped to the task without requiring industry-specific product evidence.
Companies collected
34
Products compared
73
Industries observed
18
Market observation
Detect Threats is used across many kinds of businesses
The shortlist covers direct network, email, account and impersonation detection. Adoption claims are often company-wide; missing pricing or validation is uncertainty, not evidence of poor quality. Equal rounded totals favor task fit.
This is a broadly applicable task. SOTA2 collected 34 companies and 73 products that address it without depending on one specific industry. We also found 12 industry-specific products across 8 industries, shown below where that narrower context may help a buyer.
8 industry-specific rankings are linked below. Each reflects the product evidence currently available for that market.
AI cybersecurity platform that correlates threats across the entire organization, delivering proactive cyber resilience with real-time detection and autonomous response to known...
Why #1
Explicitly correlates organizational threats with real-time AI detection and autonomous response; the company reports serving 10,000+ organizations.
Task fitStrong
Adoption evidenceStrong
Product evidenceStrong
PricingLimited
Market fitStrong
Best for
Businesses correlating threats across network, email, cloud and identity signals.
AI-powered email security product securing M365, Google Workspace, and on-premise email with threat protection, anomaly detection, and remediation.
Why #2
Provides AI-powered email threat protection, anomaly detection and remediation for M365, Google Workspace and on-premises systems, supported by substantial company-level adoption claims.
Task fitStrong
Adoption evidenceStrong
Product evidenceStrong
PricingLimited
Market fitStrong
Best for
AI threat and anomaly detection across cloud and on-premises email.
Real-time deepfake detection bot that joins Zoom, Teams, Meet, and Webex calls to flag face swaps, voice clones, and synthetic personas.
Why #3
A meeting bot flags face swaps, voice clones and synthetic personas across Zoom, Teams, Meet and Webex. Published monthly and annual tiers provide comparatively clear entry pricing.
Task fitStrong
Adoption evidenceModerate
Product evidenceStrong
PricingStrong
Market fitStrong
Best for
Detecting synthetic impersonation during business video calls.
Pricing
$0/mo (Flex plan); Team $350/mo or $280/mo annually; Business $1,000/mo or $800/mo annually; Enterprise custom
AI-powered deception solution for the early detection of APTs and AI-driven attacks, exposing stealthy reconnaissance and lateral movement before critical assets are accessed.
Why #5
AI-powered deception explicitly exposes stealthy attacker behavior before critical assets are accessed, giving it exceptionally direct task fit.
Task fitStrong
Adoption evidenceModerate
Product evidenceStrong
PricingLimited
Market fitStrong
Best for
Early detection of reconnaissance, lateral movement and advanced attacks.
Behavioral machine learning and real-time CVE detection reveal anomalous and malicious activity within an application combining NDR, IDS and network forensics.
Task fitStrong
Adoption evidenceModerate
Product evidenceStrong
PricingLimited
Market fitStrong
Best for
SOC teams detecting lateral movement and ransomware from network traffic.
Detects account takeover and credential stuffing with risk scoring, auto-locking, IP blocking, and step-up authentication.
Why #10
Detects account takeover and credential stuffing using recent attempts, ASN patterns and geographic anomalies, with risk scoring and concrete protective actions.
Task fitStrong
Adoption evidenceModerate
Product evidenceStrong
PricingLimited
Market fitStrong
Best for
Digital platforms detecting account compromise and login abuse.
