| | Crowdstrike | Microsoft Sentinel | Splunk | Exabeam |
|---|
Deployment Model | SaaS, BYO-AWS or BYO-Snowflake | Falcon Platform | Azure-only | On-prem, hybrid, or cloud-hosted | Cloud-delivered, modular legacy |
Data Ingestion | Any source: cloud, network, endpoint, identity | Primarily endpoint; logs optional | Azure-native only; pay-per-gig | Costly volume-based ingestion | Complex ingestion via modular architecture |
Behavior Analytics | Native, advanced with insider threat correlation | Limited; requires add-ons | Basic anomaly detection | Add-on module; limited depth | Legacy UEBA bolted on |
Threat Detection | Agentic AI with autonomous threat sweeps and MITRE-aligned threat chains | EDR-focused alerts, limited cross-domain context | Limited and non-customizable multistage detection | Search driven with limited context | Anomaly-based timelines, misses context |
Threat Intel | Curated + contextual internal and external with ThreatQ integration | Falcon Intelligence (black-box) | Defender feeds; limited enrichment | Premium feeds; sold separately | External feeds; basic TIP connection |
AI & ML Capabilities | AI-driven detection, triage, and response with built-in noise suppression | Opaque detection logic, tied to endpoint | Limited customization, logic hidden | Manual SPL logic; minimal native ML | Constant tuning required |
Investigation Workflow | One console: triage, hunt, respond | Endpoint console only | Multiple Azure services required | Manual pivots | Siloed interfaces; console switching |
Automation | Embedded SOAR with scoring, playbooks, and response workflows | Add-on SOAR, endpoint-focused | Phantom (add-on); separate license | Basic playbooks; minimal orchestration | Heavy reliance on XSOAR and XDR |
Data Retention | Unified pricing model with hot/cold tier flexibility | Ingest + search + reingest fees | Multiple hidden charges across ingestion, search, and retention | Ingestion- or workload-based pricing | Add-ons required for extended retention |
EDR/XDR Flexibility | Works with all major EDR/XDR vendors | Falcon-first, limited outside support | Defender-focused; other EDRs lack full support | Agnostic | Agnostic |