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AWS X-Ray vs Azure Monitor comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Jul 24, 2024

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Categories and Ranking

AWS X-Ray
Ranking in Application Performance Monitoring (APM) and Observability
15th
Average Rating
7.8
Reviews Sentiment
6.6
Number of Reviews
11
Ranking in other categories
No ranking in other categories
Azure Monitor
Ranking in Application Performance Monitoring (APM) and Observability
6th
Average Rating
7.8
Reviews Sentiment
7.0
Number of Reviews
55
Ranking in other categories
Cloud Monitoring Software (3rd)
 

Mindshare comparison

As of October 2025, in the Application Performance Monitoring (APM) and Observability category, the mindshare of AWS X-Ray is 2.7%, down from 3.4% compared to the previous year. The mindshare of Azure Monitor is 4.9%, down from 8.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Application Performance Monitoring (APM) and Observability Market Share Distribution
ProductMarket Share (%)
Azure Monitor4.9%
AWS X-Ray2.7%
Other92.4%
Application Performance Monitoring (APM) and Observability
 

Featured Reviews

Muhmad Tabrez A Deewanji - PeerSpot reviewer
Improving performance through efficient trace metrics and data insights
As an application developer and architect, I appreciate AWS X-Ray for checking latency and identifying bottlenecks. I use it for performance tuning, conducting performance testing on applications, getting real-time traces, and gaining data insights. It helps in improving throughput and tuning infrastructure. The trace metrics and data collected provide valuable insights.
Muhammad Usman Khawar - PeerSpot reviewer
Native integration simplifies monitoring but documentation and cost improvements are needed
The ease of access in Azure is significant since it's native to the platform and easy to integrate. It has no maintenance overhead, and users don't have to navigate to another portal to get their desired result. It's the handiness that it has, rather than the features. The interpretation from the logs and injection requires custom runbooks. While it's complex, many services provide native insights and workbooks. It does the basic job quite efficiently. They added new kinds of metrics with more integrations to send out metrics. They have even added support for third-party tools that can be integrated. Azure Monitor is working on improvements and becoming more mature. Azure Monitor is stable and scalable. Azure Monitor is evolving with new workbooks and dashboards.

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Pros

"AWS X-RAY identifies bottlenecks in terms of stability and performance and how long certain data lives in terms of response time and duration."
"AWS X-Ray's endpoints and user monitoring are considered the most valuable features."
"The most promising feature of AWS X-Ray is that you can debug the issues through the proper logs. You can also get an analysis out of the logs for some use cases, though I have yet to try all the features of AWS X-Ray."
"It is a very scalable solution."
"The error analysis capabilities of X-Ray are really good."
"AWS X-Ray shows us exactly when there are delays, helping us understand the depth of issues and what is happening point-to-point."
"I would give AWS X-Ray a nine out of ten overall."
"AWS X-Ray shows us exactly when there are delays, helping us understand the depth of issues and what is happening point-to-point."
"I find the query language in this tool very beneficial, as it allows me to customize some dashboards and create alerts according to my thresholds and metrics."
"It's a Microsoft native tool, so it works well with other Microsoft technologies, which is predominantly what our customer end-user base is."
"The solution has tons of valuable features."
"I can conclude reports for the monthly, weekly, and peak time of the resources."
"The overall product rating is nine out of ten."
"Technical support is helpful."
"Among the valuable features of this solution, Application Insights stands out as one of the most significant. It provides insights into application performance and helps identify issues and bottlenecks."
"The solution is quite stable."
 

Cons

"Like most Amazon products, the user interface, configuration, and tuning aren't the easiest. That's the biggest reason why people tend to go to products like TerraForm and Terragrunt. We use TerraForm and Terragrunt. So, for setting things up and interacting with X-Ray, it's definitely the user interface that can be better."
"Compared to other open-source tools, AWS X-Ray needs improvement in providing discounts."
"The user interface is sometimes kind of confusing to understand. It's not very user-friendly."
"A significant downside is that it is very expensive."
"They can improve how traces are sent to other providers."
"AWS X-Ray should improve its implementation process to make it easier for developers."
"Sometimes, the collector agents are confusing to configure initially."
"I do not have any notes in terms of improvements."
"They can simplify the overall complexity since you have multiple data sources in the cloud for monitoring. It's quite simple, but there are so many portals. It takes time to work with it. If they could simplify the user configuration, that would be good."
"We encounter some difficulties in monitoring the operating system on its own."
"Lacks information including details related to where problems lie."
"The solution's monitoring feature has limitations for analyzing multiple metrics."
"There is room for improvement in stability."
"If it is configured incorrectly, you can end up with a huge bill."
"It's really complex to retrieve or query the logs in Azure Monitor."
"The solution needs better monitoring. It requires better log controls."
 

Pricing and Cost Advice

"As you develop a relationship with Amazon, your pricing gets lower. You get credits for the amount of the system you use, and then if you're the government, you can get government pricing. For commercial users, there's a hump when you go from small to medium to big enterprise. Small businesses can live pretty easily off the free tier in a lot of cases, but when you go from a medium to a big enterprise, it becomes more expensive on a per-user basis. I'd like to see that curve going in a different way where pricing can be driven down while people are trying to adopt the technology."
"The pricing for AWS X-Ray is a six out of ten."
"The solution is a bit expensive."
"The tool is expensive."
"Azure Monitor is a low-priced solution, which is why it would work best on small-scale projects."
"Regarding pricing, Azure Monitor is free with Azure license, so there are no additional costs for using it."
"Azure Monitor is cheaper compared to other third-party monitoring tools."
"The solution is very costly because you have to pay for various things such as adding to logs and internet alerts."
"It is a pay-as-you-go model. I find it very cost-effective."
"Azure Monitor's price is minimal to the point of being almost negligible."
"It's a costly solution"
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Top Industries

By visitors reading reviews
Computer Software Company
16%
Financial Services Firm
16%
Manufacturing Company
9%
Comms Service Provider
7%
Computer Software Company
14%
Financial Services Firm
12%
Manufacturing Company
8%
Government
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business8
Large Enterprise3
By reviewers
Company SizeCount
Small Business23
Midsize Enterprise6
Large Enterprise29
 

Questions from the Community

What do you like most about AWS X-Ray?
AWS X-Ray is a strong solution and has a smooth integration process.
What is your experience regarding pricing and costs for AWS X-Ray?
While I have not compared it with GCP or Azure ( /products/microsoft-azure-reviews ), AWS generally offers cost-effective services. Some services, like Athena ( /products/odyssey-software-athena-eo...
What needs improvement with AWS X-Ray?
The challenges we faced with AWS X-Ray were that some of the AWS services we were using did not support it, which we discovered at a later stage. This was potentially a design consideration we shou...
How does Splunk compare with Azure Monitor?
Splunk handles a high amount of data very well. We use Splunk to capture information and as an aggregator for monitoring information from different sources. Splunk is very good at alerting us if we...
What do you like most about Azure Monitor?
Azure Monitor is a very easy-to-use product in the cloud environment.
What needs improvement with Azure Monitor?
The challenges with Azure Monitor are that it's initially complex to set up because you need multiple components. Azure Monitor is one thing, but within Azure Monitor, you need to bring Log Analyti...
 

Comparisons

 

Overview

 

Sample Customers

COMCAST, ConnectWise, skyscanner, AirAsia, cookpad, cimpress, VTEX, zowdow
Rackspace, First Gas, Allscripts, ABB Group
Find out what your peers are saying about AWS X-Ray vs. Azure Monitor and other solutions. Updated: September 2025.
868,759 professionals have used our research since 2012.