Netdata uses predictable per-node pricing with volume discounts available, vs. CloudWatch’s complex multi-dimensional pricing with per-metric, per-API-call, and custom metric charges. Netdata’s per-node pricing for infrastructure monitoring has no charges for metrics volume, Logs Monitoring (querying logs in place), users, data retention or containers, and no surprise bills. P90 billing protects against spike penalties. See our pricing page for current rates.

Netdata excels at infrastructure monitoring (EC2, EKS, RDS, containers) with superior granularity, performance, and predictable costs. AWS-specific services (Lambda, API Gateway and other managed services) are collected from CloudWatch by Netdata’s CloudWatch collector, at CloudWatch’s resolution. Most organizations significantly reduce CloudWatch usage while gaining better visibility through Netdata’s per-second monitoring.

CloudWatch’s 1-minute default averages away critical problems. A service using 100% CPU for 5 seconds then idle appears as harmless 8% average. Netdata’s 1-second granularity reveals the damaging spikes causing user-facing failures. This 60× finer resolution catches microbursts, transient errors, and cascading failures CloudWatch misses entirely.

EC2: 60 seconds via one-line install. EKS: Single Helm command deploys DaemonSet + Parent. Auto-discovery: Immediate detection of services, containers, databases. Operational dashboard: Available within 1 minute of installation with zero configuration. Compare to CloudWatch Container Insights requiring hours of multi-component setup.

Yes. Netdata Agents keep collecting, storing, detecting anomalies and alerting without internet, with local metrics dashboards at http://localhost:19999; viewing logs and traces needs a Netdata Cloud sign-in, which Netdata Cloud On-Premises provides air-gapped. For centralized dashboards in air-gapped environments, deploy Netdata Parents (same software, different configuration) or Netdata Cloud On-Premises. All observability data stays on your infrastructure - only metadata reaches Cloud (if used).

Netdata auto-discovers new EC2 instances and containers within seconds. P90 billing methodology protects against spike costs during scale-out events - you’re billed for sustained usage, not temporary peaks. New instances appear in dashboards automatically with pre-configured alerts and ML models beginning training immediately.

Yes. Netdata includes 200+ application collectors for databases (MySQL, PostgreSQL, Redis, MongoDB) that work with RDS and ElastiCache. Monitors queries, connections, replication, buffer pools with per-second precision. For AWS-specific managed service metrics, Netdata can ingest CloudWatch metrics via Prometheus remote-write or OTLP.

Netdata ingests OpenTelemetry traces over OTLP (gRPC or HTTP) on the same agent that collects your metrics and logs. Instrument services on EC2, ECS or EKS with OpenTelemetry SDKs, or the AWS Distro for OpenTelemetry (ADOT), and export OTLP to a Netdata Agent; teams moving off the X-Ray SDK typically switch to OpenTelemetry SDKs for this. Lambda functions can export the same way when they can reach a Netdata Agent or an OpenTelemetry Collector that forwards to one. Netdata does not ingest the native X-Ray protocol. Spans are stored and indexed on your own infrastructure, and the Traces tab in Netdata Cloud gives you a duration heatmap, filters by service, span name and duration, and a full waterfall for every trace. Alongside that, apps.plugin provides zero-code per-process monitoring. See distributed tracing.

Netdata trains 18 k-means models per metric locally on each EC2 instance or container. Models use 6-hour windows with 3-hour offsets, requiring unanimous agreement before flagging anomalies - achieving 99% false positive reduction. First ML detection results are available after 15 minutes of baseline collection. Anomaly Advisor correlates issues across your AWS infrastructure, surfacing root cause in top 30-50 results for 80% faster MTTR.

Yes. Netdata complements CloudWatch - many organizations use Netdata for infrastructure monitoring (EC2, EKS, containers) while keeping CloudWatch for AWS-specific services. Netdata can ingest CloudWatch metrics via Prometheus remote-write. Most teams significantly reduce CloudWatch usage after deploying Netdata, keeping only essential AWS-specific monitoring.

Business plan includes: per-second metrics, logs, automated dashboards, ML anomaly detection on all metrics, 400+ pre-configured alerts, AI Co-Engineer (10 AI credits per month), RBAC, SSO, audit logs, 99.9% SLA, premium support. Pricing is per node, with no charges for metrics volume, Logs Monitoring (querying logs in place), users, data retention or containers, and no surprise bills. See our pricing page for current rates and volume discounts.

Netdata Parent-Child streaming supports large-scale multi-account deployments. Deploy Parents per AWS account or region, stream to centralized Parents, unify via Netdata Cloud. No ‘one sink per region’ limitation like CloudWatch OAM. Cross-account dashboards and queries work seamlessly.

Netdata Agent uses <5% CPU and 150-200 MB RAM per EC2 instance (including ML models for ~5,000 metrics). University of Amsterdam study (ICSOC 2023) confirmed Netdata as most energy-efficient monitoring solution with lowest CPU and memory overhead. For ultra-minimal footprint, offload ML and storage to Parents - reducing to ~2% CPU and ~100-150 MB RAM per instance.

Yes. Netdata runs natively on Windows Server 2016/2019/2022/2025 and Windows 10+. Monitors Windows performance counters, Hyper-V, IIS, SQL Server, Active Directory with per-second precision. Windows Event Logs, ETW, and TraceLogging fully supported - no separate log shipping infrastructure required.

CloudWatch Logs charges per-GB ingestion plus storage fees, has 10K result limit, 15-min timeout, and 3+ minute data availability lag. Netdata’s zero-pipeline architecture queries systemd-journal files directly - no charges for Logs Monitoring (querying logs in place), no result limits, no timeouts. Analyzes 1M log entries before sampling vs. CloudWatch’s 5K - 200× more accurate with significant cost reduction.