Fluency Small Tenant Beta ReleaseSee What is Coming Next 

AI Implementation

Grading Results

We evaluated leading SIEMs and security platforms against our AI grading criteria. Here's how they stack up.

It's important to note that this is a rapidly evolving space. As vendors race to add AI capabilities, announcements often outpace real-world implementations. Our grading focuses not just on what's promised—but on what's operational, public, and structurally aligned to long-term AI maturity.

SIEMISO 42001MCPGenAI WorkflowAI RemediationRoadmapFinal Grade
Fluency SecurityBBBBAB
Microsoft SentinelBCDCCC
Securonix EONFCCCCD+
CrowdStrike Falcon SIEMFCDCCD+
Splunk Enterprise Sec.FDFCDD
IBM QRadarFFFCDD-
ExabeamDCCDCC-
DevoDDCDDD+
HuntersFDDDDD
LogScale (Humio)FFFDDF
Google ChronicleDFDDDD
WizDDDFCD+

Philosophy

SIEM vs Data Lake

Every security tool makes a choice: focus on storing data or acting on it. This comparison shows where key platforms stand.

Fluency
SIEM 90%
Streaming-first SIEM with inline processing and real-time detection.
Elastic
SIEM 20%
Data Lake 80%
Search-focused architecture, strong for log lake use cases.
Splunk
SIEM 60%
Data Lake 40%
Traditional SIEM with indexing flexibility, but increasingly used as a log lake.
CrowdStrike Falcon SIEM
SIEM 45%
Data Lake 55%
Newer SIEM extension to Falcon platform with strong endpoint data, but still maturing on broader ingestion and analytics.
Sentinel
SIEM 55%
Data Lake 45%
Cloud-native Microsoft SIEM with Azure integration and KQL analytics.
Panther
SIEM 30%
Data Lake 70%
Serverless architecture with lake-first design, strong in AWS environments.
QRadar
SIEM 70%
Data Lake 30%
Traditional enterprise SIEM, falling behind in cloud support.
Securonix
SIEM 75%
Data Lake 25%
Cloud-delivered UEBA SIEM with strong ML focus.
Rapid7 InsightIDR
SIEM 65%
Data Lake 35%
Focus on detection and response, supports endpoint integration.
Exabeam
SIEM 70%
Data Lake 30%
Behavior-based SIEM with strong UEBA and modernized cloud push.
Devo
SIEM 40%
Data Lake 60%
Cloud-native log platform with SIEM features and fast backend.
Hunters
SIEM 25%
Data Lake 75%
SIEM alternative using data lake and correlation workflows.
LogScale (Humio)
SIEM 25%
Data Lake 75%
Streaming log analysis with minimal delay, used in modern XDR workflows.
Google Chronicle
Data Lake 90%
Google-scale log lake with detection rules layered on top.
Wiz
Data Lake 90%
Cloud-native platform offering posture and threat detection, not a full SIEM.

🟦 SIEM Focus (Detection, Response)

⬜ Data Lake Focus (Storage, Search)