Shieldlix vs Elasticsearch
Why organizations are moving from the Elastic Stack to Shieldlix for their SIEM and SOAR needs.
Feature
Shieldlix
Elasticsearch / Elastic Security
Cost & Licensing
100% Free. No node-based or ingestion-based restrictions.
Complex licensing models. High infrastructure costs for hot/warm/cold tiers.
Data Storage
Quickwit object-storage indexing + ClickHouse columnar analytics.
Lucene-based inverted indices. Prone to mapping explosions.
SOAR Capabilities
Fully integrated out-of-the-box. Playbooks, connectors, case management.
Requires Elastic Security setup or third-party SOAR tools.
Resource Efficiency
Rust backend. Minimal RAM and CPU usage.
JVM requires massive memory heaps. Frequent OOM errors at scale.
Query Language
SPL-style piped search. Intuitive for analysts.
Verbose JSON Query DSL or KQL. Lacks complex data transformations.
Detection Rules
37,000+ rules from 60+ threat families. Template-based expansion.
Elastic Security rules. Requires paid license for advanced features.
Search Performance
Sub-second petabyte search. Decoupled storage and compute.
Fast with proper cluster tuning. Degrades with mapping explosions.
MITRE ATT&CK
Tactic/technique tags on all rules. Coverage API.
MITRE ATT&CK framework integration. Pre-built rule mappings.
UEBA / ML
Statistical anomaly detection. Outlier, clustering, forecast.
Full ML framework with anomaly detection, classification, regression.
Threat Intelligence
Artifact upload. Watchlist rules in detection catalog.
TI integration via feeds. IOC enrichment on ingest.
Dashboards
8 custom SVG panel types. Drag-and-drop layout.
Kibana dashboards. Lens, TSVB, Vega, markdown visualizations.
Deployment
Docker Compose + Kubernetes. Self-hosted, no vendor lock-in.
Elastic Cloud, self-managed, or ECE. Complex cluster management.
Data Ingestion
HTTP Event Collector, Syslog, Kafka. 22+ source connectors.
Beats, Logstash, Agent. 200+ integrations.
Scalability
Single-node or multi-node. Kubernetes HPA.
Horizontal scaling with sharding. Proven at petabyte scale.
Case Management
Incident review, notable events, SOAR case workflow.
Cases in Elastic Security. Basic workflow.
Licensing
Free access. No per-GB or per-seat fees.
Elastic License 2.0. Commercial licenses required for full features.