Netdata vs Odigos

Netdata is an observability platform for real-time infrastructure monitoring and troubleshooting. Its agent gathers metrics and logs and provides per-second monitoring, machine-learning anomaly detection, dashboards, and alerts. Netdata lists more than 800 collectors and notification channels, including Slack, PagerDuty, Microsoft Teams, email, and webhooks. The agent can ingest Prometheus, OpenMetrics, StatsD, and OpenTelemetry data and export to Prometheus Remote Write, InfluxDB, Graphite, OpenTSDB, and TimescaleDB. Organizations can use the managed cloud platform or deploy on premises, including in air-gapped environments. Netdata says metrics remain on the user's infrastructure while only metadata reaches the cloud. Native Android and iOS apps provide alerts and notifications. The Community plan is free, with up to five active connected nodes and one active custom dashboard per room. Signing up for Netdata Cloud includes a 14-day Business trial for any number of nodes with no limits. Business costs $4.50 per month billed annually, with a stated total of $540.00/year.

Odigos is self-hosted software for recording live runtime activity inside services, so engineers, AI agents and security teams can investigate production behavior without changing application code. It can collect traces, metrics, logs, profiles and function values, including evidence that would otherwise require an instrumentation release or redeployment. Odigos uses out-of-process eBPF capture; the company states it uses under 1% CPU and adds effectively zero latency. Access controls govern who can request captures, which workloads they cover and what can be collected. PII masking, attribute deletion and sampling can shape captured values in the cluster before export. Data is sent as OpenTelemetry to configured destinations, and Odigos can run alongside tools including Datadog, New Relic, Honeycomb, Grafana Cloud, Jaeger, Tempo, Loki and SigNoz. The listed supported languages are Go, Java, Python,.NET, JavaScript, PHP and Ruby. Deployment options include Kubernetes, VMs and bare metal. Odigos also supports function-level virtual patching to block matching application calls before a code release. The open-source plan costs nothing and includes community support. Enterprise has custom pricing and a 14-day free trial; it lists multi-cluster administration and 24/7 premium support. Oracle database tracing is marked “Coming Soon” on the plan comparison.