Singularity XDR AI vs Grafana AI
A direct comparison using the real catalog fields currently available for both products.
Last updated
Singularity XDR AI
SentinelOne
Grafana AI
Grafana Labs
Custom enterprise; Singularity platform modular pricing
Open source self-hosted free. Grafana Cloud free tier (limited). Enterprise from $299/month. Custom enterprise available.
Enterprise security teams wanting autonomous AI-powered EDR/XDR with natural language threat hunting.
Grafana Labs SOC 2 Type II. ISO 27001. GDPR compliant. Enterprise data handling agreements. Self-hosted maintains all data on customer infrastructure.
FedRAMP High authorized; data residency options; strict enterprise controls
Self-hosted Grafana keeps all telemetry data on customer infrastructure. Grafana Cloud processes metrics, logs, and trace data on Grafana Labs managed infrastructure.
- Purple AI NL threat hunting best in class
- Storyline autonomous investigation unique
- 1-click remediation saves hours
- FedRAMP High
- 20 million users validate Grafana as the observability industry standard across technology organisations
- Open source self-hosting provides cost-effective observability for high-volume telemetry without per-GB pricing
- AI query generation makes PromQL and LogQL accessible to developers unfamiliar with query syntax
- LGTM stack competes on cost with Datadog and New Relic for the same observability capabilities
- Less brand recognition than CrowdStrike
- Data Lake expensive at scale
- Smaller integration ecosystem
- Query language complexity remains a barrier even with AI assistance for complex queries
- Self-hosted requires infrastructure expertise — Grafana Cloud managed service addresses this at higher cost
- Competing with Datadog (covered), New Relic, and Dynatrace for observability market share
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Singularity XDR AI best for
Grafana AI best for
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