Detection, Correlation & Hunting
Native Graph Neural Network Engine
No native supportIn-Memory Graph Database & Visualization
Add-on / app requiredProprietary Graph Query LanguageThreat hunting
Vendor query language only (SPL / AQL)In-Memory Real-Time Correlation Engine
Search-based correlationNative Negative CorrelationNon-occurrence logic
Multi-Level Nested Correlation Rules
MITRE ATT&CK Framework Tagging
AI, UEBA & Automation
Unsupervised UEBA EngineMachine learning
Separate app / license requiredDynamic Entity Risk Scoring & Timeline
AI-Powered Parser GeneratorAuto-regex
Manual
ManualNative Python Scripting for Correlation Actions
Complex / logic apps required
Logic apps requiredBuilt-in SOAR & Automated Incident Response
Separate product requiredAutomated Threat Intelligence Enrichment
App requiredBehavioral Analysis Dashboard
Ingestion, Collection & Parsing
Unlimited Log Source LicensingNo EPS limits
Metered by log volume / EPS
Metered by GB ingestionNative Kafka Ingestion Support
Agentless WMI & SQL Collection
Gateway requiredSelf-Healing AgentStore & forward buffering
Agent dependentNative Syslog-ng / Rsyslog Management UI
CLI managed
Managed serviceC# & SQL Code-Based Parsing Support
Regex / XML only
Vendor query language onlyJSON Field Extraction & Parsing
Advanced Field Normalization
Free "Forever" Custom Parser Development Service
Professional services required
DIY / partnerStorage, Architecture & Scalability
Embedded Database ArchitectureNo license costs
Hardware-heavy / appliance dependentNative Elasticsearch Indexing Engine
Proprietary indexing
Proprietary indexingHigh Compression Ratio1/20 storage efficiency
Storage-heavy / appliance limited
Cloud storage costsHorizontal Scalability & Load Balancing
Vertical-scale focusLinux-Based ArchitectureDebian / Ubuntu / RedHat
Cloud / SaaS onlyMulti-Tenant MSSP Architecture
Complex configurationForensics, Compliance & Reporting
Digital Signing & Non-RepudiationForensic proof
Hashing only
Cloud audit onlyIntegrity Verification ToolTamper detection
Geographical Location Enrichment
Automated Compliance ReportingPCI / GDPR
App requiredIntegrations, APIs & Operations
Native Metatrader 4/5 IntegrationFinancial
Custom development required
Custom development requiredFull REST API SupportMgmt & search
30+ SMS Provider Integrations
Custom script required
Action group requiredReal-Time System Health Dashboard