DatadogDatadog's marketplace contains over 800 pre-built integrations with third-party tools95.0NEW$15/month
New RelicNew Relic processes over 5 trillion data points per day across customer environments92.7NEWFree
DynatraceDynatrace provides automatic service topology mapping without manual configuration90.3NEW$100/month per host (Pro plan)
Elastic APMElastic APM is fully open-source and can run entirely on self-managed infrastructure88.0NEWFree (self-managed) or $95 per month (Cloud)
Splunk APMSplunk APM integrates natively with Splunk's data analytics platform85.7NEW$200 per month
PrometheusPrometheus is the standard metrics collection system for Cloud Native Computing Foundation projects83.3NEWFree
AppDynamicsAppDynamics correlates application performance with real business metrics and user experience81.0NEW$300 per month
JaegerJaeger was originally developed at Uber and is now maintained by the CNCF community78.7NEWFree
SolarWinds AppOpticsSolarWinds AppOptics supports monitoring of legacy applications and modern cloud architectures equally76.3NEW$25 per month
Grafana CloudGrafana Cloud bundles Prometheus, Loki and Tempo into a single unified platform74.0NEWFree tier available, from $10 per month for Pro
Datadog provides comprehensive real-time visibility into application performance, infrastructure, and logs across cloud and on-premise environments. It offers integrated monitoring for multiple technologies and supports hundreds of integrations out of the box.
New Relic delivers end-to-end observability combining APM, infrastructure monitoring, synthetic testing and real user monitoring. It simplifies troubleshooting through a unified interface and provides detailed service maps for microservices architectures.
Dynatrace uses artificial intelligence and machine learning to automatically discover dependencies, detect anomalies and diagnose root causes in complex application environments. It excels at monitoring containerised and microservices architectures with deep code-level insights.
Elastic APM is part of the Elastic Stack, offering lightweight APM agents that integrate seamlessly with Elasticsearch. It provides application performance monitoring, logs and metrics in one platform with full source code availability.
Splunk APM delivers real-time monitoring of distributed applications with integrated analysis of logs, metrics and traces. It focuses on helping teams quickly identify and resolve performance issues in microservices architectures.
Prometheus is a widely adopted open-source monitoring system designed for reliability and scalability. It collects time-series metrics via pull-based HTTP requests and includes a powerful query language for analysis and alerting.
AppDynamics provides comprehensive application performance monitoring with real-time analytics and business transaction monitoring. It offers detailed visibility into application code and user experience metrics aligned with business outcomes.
Jaeger is a graduated CNCF project for distributed tracing, allowing monitoring of complex microservices architectures. It helps troubleshoot latency issues and track requests across multiple services with high-performance instrumentation.
SolarWinds AppOptics delivers application and infrastructure monitoring from the cloud with integration into SolarWinds' broader management platform. It provides end-to-end visibility combining APM, logs and custom metrics.
Grafana Cloud provides managed infrastructure for Prometheus metrics, Loki logs and Tempo traces, coupled with Grafana's powerful visualisation platform. It combines multiple open-source tools into a unified hosted offering with minimal operational overhead.
APM monitors application performance including response times, transactions and errors at the code level, whilst infrastructure monitoring tracks servers, databases and networks. Modern platforms like Datadog and Dynatrace combine both for complete visibility.
Open-source tools like Prometheus and Jaeger are excellent for cloud-native environments but require significant operational expertise. Commercial platforms offer superior automation, scalability and support, making them more suitable for large enterprises.
Consider your organisation's size, existing tooling and required features. Small teams may benefit from free solutions like Prometheus, whilst large enterprises need comprehensive features. Start with free tiers or trials to evaluate before full commitment.
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