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Deployment Model | Cloud-native SaaS, Snowflake-powered | Falcon Data Lake only | Azure-first, Log Analytics backend | 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 | EDR-focused alerts | Basic ML models | Limited AI | UEBA scoring; no unified response |
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 |
Automation & SOAR | Embedded SOAR with confidence scoring and playbooks | Add-on required | Logic Apps complexity | Phantom sold separately | Fusion module required |
Investigation Workflow | One console: triage, hunt, respond | Endpoint console only | Multiple Azure services required | Manual pivots | Siloed interfaces; console switching |
False Positive Reduction | Up to 90% via enriched context and dynamic scoring | Frequent alert fatigue | Basic scoring; lacks context | Manual suppression only | Limited correlation across silos |
MTTR Reduction | Up to 60% via agentic AI and retro sweeps | EDR-only response; limited SOAR | High MTTR due to complexity | High MTTR from disconnected tools | Dependent on integrations |
Gartner Recognition | 5x Magic Quadrant Leader + 2024 VoC Customers’ Choice | EDR/XDR MQ Leader | SIEM MQ Challenger | Legacy MQ Leader | UEBA pioneer; SIEM lagging |