Monitoring

CloudWatch vs Azure Monitor vs Cloud Monitoring — Observability Compared

Compare AWS CloudWatch, Azure Monitor, and Google Cloud Monitoring for cloud observability. Metrics, logs, alerts, and pricing.

Feature Comparison

FeatureAmazon CloudWatchAzure MonitorGoogle Cloud Monitoring
Log ingestion cost$0.50/GB$2.76/GB (pay-as-you-go)$0.50/GB
Free tier (logs)5GB/mo5GB/mo50GB/mo first project
APMX-Ray + Application InsightsApplication InsightsCloud Trace
Alert cost$0.10/alarm/moVaries by typeFree

Service Details

Amazon CloudWatch

AWS

Unified monitoring for AWS resources. Metrics, logs, alarms, dashboards, and Application Insights in one service.

Custom metrics: $0.30/metric/mo. Logs: $0.50/GB ingested. Dashboards: $3/dashboard/mo. Alarms: $0.10/alarm/mo.
Strengths
  • Unified metrics + logs + alarms
  • Application Insights for APM
  • Contributor Insights for top-N analysis
  • Cross-account observability
Limitations
  • Log Insights query costs add up
  • Custom metric pricing scales linearly
  • Dashboard UI less polished than competitors

Azure Monitor

Azure

Full-stack monitoring with Log Analytics, Application Insights, and Azure Workbooks. Strong enterprise integration.

Logs: $2.76/GB ingested (pay-as-you-go). Basic Logs: $0.50/GB. Metrics: first 10 custom metrics/resource free.
Strengths
  • Application Insights (best-in-class APM)
  • KQL for powerful log queries
  • Azure Workbooks for rich dashboards
  • Commitment tiers for log cost savings
Limitations
  • Log Analytics ingestion is expensive
  • Complex pricing tiers
  • Many sub-products to understand

Google Cloud Monitoring

GCP

Part of Google Cloud Operations Suite. Metrics, uptime checks, dashboards, and alerting with PromQL support.

First 150MB logs/project free. Logs: $0.50/GB ingested. Metrics: first 150MB metrics free. Alerting: free.
Strengths
  • Generous free tier
  • PromQL support for Prometheus users
  • Free alerting
  • Clean, simple UI
Limitations
  • Less feature-rich than CloudWatch/Azure Monitor
  • Application-level tracing less mature
  • Fewer dashboard customization options

When to Use Which

Choose CloudWatch for unified AWS monitoring without third-party tools. Choose Azure Monitor for best-in-class APM with Application Insights. Choose Cloud Monitoring for the most generous free tier and simplest pricing.

Observability costs are often the hidden expense that surprises teams. CloudExpat identifies over-verbose logging, unused dashboards, and log retention optimization opportunities.

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