Guided scenario
Full-stack observability platforms
When an incident hits, jumping between separate metrics, tracing, and logging tools costs time. This shortlist ranks monitoring/APM platforms by breadth: application tracing, infrastructure monitoring, logs, and real-user monitoring in one place. Because pricing usually tracks hosts or ingest, weigh how cost scales at your volume and the depth of each pillar, not just the headline count.
Chronosphere
chronosphere.io
Chronosphere is an observability platform built for cloud-native and Kubernetes environments, with a particular focus on controlling the cost of metrics data at scale.
Coroot
coroot.com
Coroot is an open-source, eBPF-powered observability platform that automatically collects metrics, logs, traces, and profiles with no code changes, then builds a service map and performs root-cause analysis.
Datadog
www.datadoghq.com
Datadog is a full-stack monitoring and observability platform that brings infrastructure metrics, application performance monitoring (APM), log management, and real user monitoring (RUM) together in one place.
Dynatrace
www.dynatrace.com
Dynatrace is an enterprise observability and application security platform that combines infrastructure monitoring, APM, log management, and real user monitoring with automated, AI-assisted analysis.
Grafana Cloud
grafana.com/products/cloud
Grafana Cloud is the managed observability platform from Grafana Labs, bundling metrics, logs, traces, dashboards, and real user monitoring into one hosted service.
Groundcover
www.groundcover.com
Groundcover is a cloud-native observability platform built on a proprietary eBPF sensor that captures logs, metrics, traces, APM, and RUM with zero code changes.
Honeycomb
www.honeycomb.io
Honeycomb is an observability tool focused on high-cardinality event data and distributed tracing for debugging complex production systems.
New Relic
newrelic.com
New Relic is an observability platform covering application performance monitoring, infrastructure monitoring, log management, and real user monitoring across the full software stack.
SigNoz
signoz.io
SigNoz is an open-source, OpenTelemetry-native observability platform providing APM, distributed tracing, metrics, log management, and alerting in a single tool backed by ClickHouse.
Splunk AppDynamics
www.appdynamics.com
Splunk AppDynamics is an enterprise application performance monitoring platform, now part of Cisco and Splunk, that traces transactions and ties application behavior to business impact.
Pairs well with
Tools commonly used alongside this setup. Chosen editorially, not ranked.
Axiom
Log Management
Axiom is a cloud-native observability and event-data platform for logs, metrics, traces, and events, queried with its own APL query language. Founded in 2019, it uses a columnar, object-storage-backed architecture to keep ingest and retention costs low, and is aimed at teams that want affordable, high-volume telemetry. It offers an always-free Personal allowance, with the cloud service priced by a base plus usage. Axiom is proprietary and not self-hostable, includes live tail, alerting, and retention tiers, and holds SOC2, ISO27001, HIPAA, and GDPR compliance.
Airbrake
Error Tracking
Airbrake is an error and performance monitoring tool that captures application exceptions and alerts developers when problems occur. Founded in 2008, it is a long-standing, lightweight option for developers who want straightforward error tracking. It offers a free trial with paid plans above it rather than a perpetual free tier, and it includes performance monitoring but not session replay. Airbrake is a closed-source SaaS holding SOC2 compliance.
All Quiet
Incident Management
All Quiet is a modern incident management and on-call platform from Berlin-based Quiet GmbH, offering on-call scheduling, alert routing, status pages, and workflow automation with strong EU data residency. It markets itself as a lean, IaC-native alternative to PagerDuty. It provides on-call scheduling, automation, and status pages. There is no perpetual free tier, only a trial, with paid per-user pricing. It is a closed-source SaaS product and is not self-hostable. The platform carries GDPR compliance and sits in the low pricing tier.