Monitoring & Observability · APM & distributed tracing

AWS X-Ray vs Application Insights vs Cloud Trace

APM & distributed tracing, side by side on AWS, Azure and Google Cloud. They do the same job, but differ in features, limits or pricing, so check the notes below before migrating.

Monitoring & Observability

APM & distributed tracing

Close match

AWS

AWS X-Ray
CloudWatch Application Signals

Azure

Application Insights

Google Cloud

Cloud Trace

What's different

All three accept OpenTelemetry data.

Quick answers

What is the Azure equivalent of AWS X-Ray?
The Azure equivalent of AWS X-Ray is Application Insights. They do the same job, but differ in features, limits or pricing, so check the notes below before migrating.
What is the Google Cloud equivalent of AWS X-Ray?
The Google Cloud equivalent of AWS X-Ray is Cloud Trace. They do the same job, but differ in features, limits or pricing, so check the notes below before migrating.
What is the AWS equivalent of Application Insights?
The AWS equivalent of Application Insights is AWS X-Ray and CloudWatch Application Signals. They do the same job, but differ in features, limits or pricing, so check the notes below before migrating.
What is the Google Cloud equivalent of Application Insights?
The Google Cloud equivalent of Application Insights is Cloud Trace. They do the same job, but differ in features, limits or pricing, so check the notes below before migrating.
What is the AWS equivalent of Cloud Trace?
The AWS equivalent of Cloud Trace is AWS X-Ray and CloudWatch Application Signals. They do the same job, but differ in features, limits or pricing, so check the notes below before migrating.
What is the Azure equivalent of Cloud Trace?
The Azure equivalent of Cloud Trace is Application Insights. They do the same job, but differ in features, limits or pricing, so check the notes below before migrating.