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Software category

Observability & APM

Application performance monitoring and observability platforms for metrics, traces, logs, dependencies, errors and service performance.

5 active products8 tracked capabilitiesLatest evidence check Sep 15, 2026

Products in this category

Open any product for evidence-backed capabilities, integrations, deployment options, pricing where verified, and alternatives.

Research coverage is not a product score or ranking. It shows how much of this category's current capability model has a known evidence status for each product. Research pending means not yet verified—not unsupported—and should not be interpreted as lower product quality.
DA
Datadog

Datadog APM

Application performance monitoring for service health, distributed tracing, dependency mapping, telemetry correlation and troubleshooting across distributed applications.

63% research coverage5 / 8 known facts
5 supported3 research pending4 verified sources99% known-fact confidenceProfile reviewed Sep 15, 2026
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DA
Dynatrace

Dynatrace Application Observability

Application observability with real-time performance intelligence, distributed tracing, automatic topology and dependency visibility, telemetry correlation and AI-assisted root-cause analysis.

63% research coverage5 / 8 known facts
5 supported3 research pending2 verified sources99% known-fact confidenceProfile reviewed Sep 15, 2026
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EA
Elastic

Elastic APM

Application performance monitoring for distributed tracing, service dependency mapping, performance analysis and correlated observability data across instrumented services.

63% research coverage5 / 8 known facts
5 supported3 research pending4 verified sources98% known-fact confidenceProfile reviewed Sep 15, 2026
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NR
New Relic

New Relic APM 360

Application performance monitoring for service performance, distributed tracing, dependency visibility, errors and correlated application telemetry.

63% research coverage5 / 8 known facts
5 supported3 research pending6 verified sources98% known-fact confidenceProfile reviewed Sep 15, 2026
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SA
Splunk

Splunk APM

Application performance monitoring within Splunk Observability Cloud for service health, full-fidelity distributed tracing, dependency mapping, correlated troubleshooting and root-cause analysis.

63% research coverage5 / 8 known facts
5 supported3 research pending5 verified sources99% known-fact confidenceProfile reviewed Sep 15, 2026
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Capabilities buyers commonly evaluate

Use these pages to compare recorded support across products. Unknown means not yet verified, not unsupported.

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