Application Performance Monitoring (APM) Tools
Tools that trace requests, measure response times and pinpoint slow code, errors and dependencies in running applications — from full-stack APM suites to developer-focused tracing.
23 tools Explore10 Monitoring Software Categories
Cloud Monitoring Tools
Tools for tracking the health, performance, cost and availability of workloads running on public, private and hybrid clouds.
12 tools ExploreKubernetes Monitoring Tools
Tools that give visibility into clusters, nodes, pods and workloads — metrics, logs, events and cost across Kubernetes environments.
18 tools ExploreMicroservices Monitoring Tools
Tools for tracing and monitoring distributed, service-based applications — service maps, dependencies, latency and error tracking.
6 tools ExploreFile Integrity Monitoring (FIM) Tools
Tools that detect unauthorised or unexpected changes to files, configurations and systems — for security, audit and compliance needs.
10 tools ExploreML Model Monitoring Tools
Tools for watching deployed machine learning models for performance degradation, data drift, concept drift and fairness issues.
6 tools ExploreAPI Monitoring Tools
Tools that test and monitor API availability, response time and correctness — from synthetic checks to full API observability.
11 tools ExploreServerless Monitoring Tools
Tools for monitoring, tracing and debugging serverless functions and applications, including cold starts, errors and cost.
4 tools ExploreContainer Monitoring Software
Tools for observing container health, performance and resource use across hosts and clusters — Docker and Kubernetes monitoring, infrastructure metrics and cloud-native security.
15 tools ExploreNetwork Monitoring Software
Tools that map, poll and alert on network devices and traffic — SNMP, flow analysis, uptime and performance monitoring for enterprise and SMB networks.
15 tools Explore