Netdata Features: Real-Time Monitoring With Per-Second Granularity | Netdata
Netdata features
Real-Time Infrastructure Monitoring At Any Scale
Stream any metrics from every physical and virtual server, container and IoT device, to one dashboard, in real-time. Drive down time to resolution with team-based, intelligence-assisted troubleshooting.
Rapid Setup & Full Automation for Easy Monitoring
Install Netdata with one command and start monitoring in seconds with automated dashboards and preconfigured alerts. Netdata boosts observability and speeds up troubleshooting while remaining simple to use.
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Unsupervised ML
Consensus-based ML replaces noisy thresholds, cutting false positives by 99% with zero configuration.
Anomaly Advisor
18 consensus ML models per metric cut false positives by 99% in 15 minutes, with no configuration or tuning.
AI Co-Engineer
Edge-native ML with 18-model consensus cuts false positives by 99% and correlates metrics in under two seconds.
Anomaly Detection
See what broke, when, and why with ML-speed analysis and AI explanations, cutting resolution from 75 minutes to 5.
Root Cause Analysis
Netdata’s correlation engine shows failure propagation across systems in seconds, with no dependency maps.
AI Reporting
AI trained on 18 ML models per metric surfaces root causes per second, before competitors load dashboards.
Blast Radius Detection
Netdata’s AI reporting turns observability data into actionable summaries, forecasts, and root cause analysis.
AI Chat
MCP via Netdata Cloud (infrastructure-wide) and on every Agent/Parent (local) exposes real-time metrics, anomalies, logs, and system state to AI assistants.
Zero Configuration
Deploy full observability instantly. Netdata automatically discovers, visualizes, and monitors everything with no setup.
Distributed Pipeline
Traditional observability centralizes telemetry, creating bottlenecks. Netdata runs full observability on every node.
Real-Time at Scale
Real-time observability at any scale. Netdata keeps per-second data and sub-2-second latency from 10 to 100,000 nodes.
Algorithmic Dashboards
Algorithmic dashboards auto-generate for each metric and node, cutting months of setup while delivering insights.
Edge Computing
Netdata delivers per-second observability at the edge with low overhead and autonomous operation, even offline.
Infinite Scalability
Monitor 1 or 100,000 nodes with per-second data, sub-2-second latency, and predictable costs on Netdata.
Zero Downtime
Maintain visibility during deployments and outages. Netdata keeps monitoring running with zero data loss.
Tiered Retention
Netdata’s parallel-tiering updates all retention tiers during collection for efficient storage with zero maintenance.
Extreme Cardinality
Netdata’s edge intelligence captures every metric per second while isolating cardinality, preventing cost spikes.
AI Automation
Model Context Protocol
Connect any MCP-compatible AI to your observability data. Automate workflows, playbooks, and incident response with AI-powered infrastructure intelligence.
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Zero Configuration
Deploy observability instantly. Netdata automatically discovers, visualizes, and monitors everything with no setup.
Troubleshooting
Slash MTTR by 80% with per-second visibility, ML anomalies, and AI root cause analysis.
AI Co-Engineer
AI trained on 18 ML models per metric surfaces root causes per second.
Algorithmic Dashboards
Algorithmic dashboards auto-generate for every metric and node, eliminating manual setup.
Live
Real-time access to Netdata Functions: process explorers, database monitoring, network topology, and diagnostics.
Anomaly Advisor
Edge-native ML cuts false positives by 99% and correlates thousands of metrics in under two seconds.
No Query Language
Point-and-click analytics deliver full visibility. Netdata dashboards give expert insights from day one.
Custom Dashboards
Eliminate dashboard toil with adaptive dashboards delivering precise insights in 60 seconds.
Root Cause Analysis
See what broke, when, and why with ML-speed analysis and AI guidance, cutting resolution to 5 minutes.