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Dynatrace vs Lightstep (ServiceNow Cloud Observability)(2026)

Dynatrace is better for teams that need best ai-driven root cause analysis. Lightstep (ServiceNow Cloud Observability) is the stronger choice if excellent deployment/change tracking. Dynatrace is paid (from $74/mo) and Lightstep (ServiceNow Cloud Observability) is paid (from $100/mo).

Full feature breakdown, pricing details, and pros & cons below.

By Bikram Nath

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Dynatrace logo

Dynatrace

paid

Dynatrace provides full-stack observability with automatic AI-powered dependency mapping (Smartscape), root cause analysis (Davis AI), and security vulnerability detection in one unified platform.

Starting at $74/mo

Visit Dynatrace
Lightstep (ServiceNow Cloud Observability) logo

Lightstep (ServiceNow Cloud Observability)

paid

Lightstep (now ServiceNow Cloud Observability) provides distributed tracing and change intelligence — correlating deployments and incidents with performance degradation in real time.

Starting at $100/mo

Visit Lightstep (ServiceNow Cloud Observability)

How Do Dynatrace and Lightstep (ServiceNow Cloud Observability) Compare on Features?

FeatureDynatraceLightstep (ServiceNow Cloud Observability)
Pricing modelpaidpaid
Starting price$74/mo$100/mo
Full-stack APM✓—
AI causation (Davis)✓—
Infrastructure monitoring✓—
Digital experience monitoring✓—
Security analytics✓—
Log management✓—
Automatic dependency mapping✓—
Distributed tracing—✓
Change intelligence—✓
Deployment correlation—✓
Service health snapshots—✓
OpenTelemetry support—✓
Metrics + traces unified—✓
Alerts—✓

Dynatrace Pros and Cons vs Lightstep (ServiceNow Cloud Observability)

D

Dynatrace

+Best AI-driven root cause analysis
+Automatic topology mapping
+Single platform for everything
+Enterprise grade
−Very expensive
−Complex configuration
−Overkill for small teams
L

Lightstep (ServiceNow Cloud Observability)

+Excellent deployment/change tracking
+OpenTelemetry founding member
+Service health snapshots
+Good UI
−Expensive
−ServiceNow acquisition raised concerns
−Less active development

Should You Use Dynatrace or Lightstep (ServiceNow Cloud Observability)?

For most teams, Dynatrace is the better default: it offers best ai-driven root cause analysis and is paid (from $74/mo). Choose Lightstep (ServiceNow Cloud Observability) instead if excellent deployment/change tracking matters more than very expensive. There is no universal winner — the right pick depends on your budget, team size, and whether you value best ai-driven root cause analysis or excellent deployment/change tracking more.

Choose Dynatrace if…

  • •Best AI-driven root cause analysis
  • •Automatic topology mapping
  • •Single platform for everything

Choose Lightstep (ServiceNow Cloud Observability) if…

  • •Excellent deployment/change tracking
  • •OpenTelemetry founding member
  • •Service health snapshots

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