Splunk Infrastructure Monitoring vs. Netdata

SignalFx is the only real-time cloud monitoring platform for infrastructure, microservices, and applications. The platform discovers and collects metrics across every component in your cloud environment, replacing traditional point tools and providing real-time predictive analytics. The massively scalable SignalFx architecture is optimized for cloud infrastructure and microservices-based applications, It provides powerful visualization, proactive alerting, and collaborative triage capabilities for organizations of all sizes.

Netdata is a real-time observability platform with agentic AI troubleshooting that covers the full stack in one product: infrastructure, containers and Kubernetes, databases, networks, cloud services, logs, distributed traces and digital experience. It installs in minutes, finds what's running on its own, and starts monitoring right away. Dashboards, ready-made alerts and machine-learning anomaly detection on every metric work out of the box, with no configuration and no query language. Netdata AI works as an on-call engineer.