Category / Engineering

Observability

Tools for understanding application health through metrics, logs, traces and errors.

10 products3 buyer jobsJSON available

Buyer jobs

01Detect incidents
02Diagnose production issues
03Monitor service reliability

Evaluation framework

What to compare in observability.

01

Typical audience

The organization profile and operating context the product is designed to serve.

02

Core use cases

The primary buyer jobs and workflows the product explicitly supports.

03

Product emphasis

The product's central operating model and the problems it prioritizes.

04

Telemetry coverage

Metrics, logs, traces, events, profiles and related telemetry types.

05

Application monitoring

Application performance, errors, dependencies and code-level diagnosis.

06

Infrastructure monitoring

Cloud, host, container, network and infrastructure coverage.

07

Open standards

OpenTelemetry and other open collection or interoperability support.

08

Analysis workflow

Querying, correlation, visualization and debugging experience.

09

Alerting and response

Detection, alerting, incident and remediation workflows.

10

Deployment and governance

Hosting, access control, data location and administrative controls.

11

Commercial model

Ingest, host, seat or other usage units that determine cost.

Product index

Products in this category.

Each product plausibly addresses the same buyer problem. Use the profiles, comparisons and alternatives to narrow the set; this is not a ranking.

01
DatadogCloud monitoring and security platform spanning infrastructure, applications, logs, traces and user experience.
Cloud-native engineering and operations organizations needing broad telemetry coverage and managed monitoring workflows.
02
New RelicFull-stack observability platform covering application, infrastructure, logs, digital experience and AIOps capabilities.
Software and engineering teams seeking hosted observability with broad telemetry coverage and usage-based pricing.
03
DynatraceEnterprise observability platform for applications, infrastructure, logs, traces, security and automated intelligence.
Enterprise engineering, IT and platform teams managing complex cloud and hybrid environments.
04
Grafana CloudOpen and unified cloud observability platform for metrics, logs, traces, profiles, application and infrastructure monitoring.
Engineering teams from personal projects and startups through global enterprises that want managed Grafana-based observability.
05
Splunk Observability CloudCloud observability platform for unified metrics, traces, logs, infrastructure, applications and incident response.
Engineering and operations teams monitoring cloud, hybrid and on-premises environments.
06
HoneycombObservability platform for high-cardinality events, distributed tracing, OpenTelemetry telemetry and exploratory debugging.
Engineering teams that need detailed production investigation and customer-experience context.
07
SentryDeveloper-focused application monitoring centered on errors and performance.
Teams using Sentry for its documented observability workflows.
08
Elastic ObservabilityObservability capabilities built on the Elastic Stack.
Teams using Elastic Observability for its documented observability workflows.
09
ChronosphereCloud-native observability platform focused on controlling telemetry scale.
Teams using Chronosphere for its documented observability workflows.
10
AppDynamicsCisco application performance monitoring platform for enterprise environments.
Teams using AppDynamics for its documented observability workflows.